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[PDF] Model Cards for Model Reporting | Semantic Scholar
<!DOCTYPE html> <html lang="en"> <!-- NOTE: We have a public API for this page with more data. Check out https://www.semanticscholar.org/product/api for more info. --> <head> <title>[PDF] Model Cards for Model Reporting | Semantic Scholar</title> <meta name="robots" content="noarchive"> <link rel="canonical" href="https://www.semanticscholar.org/paper/Model-Cards-for-Model-Reporting-Mitchell-Wu/7365f887c938ca21a6adbef08b5a520ebbd4638f"> <meta name="viewport" content="width=device-width,initial-scale=1"> <meta charset="utf-8"> <meta name="s2-ui-version" content="44810d1bf8784bc4456df64f8b7c226120caa3a5"> <meta name="description" content="This work proposes model cards, a framework that can be used to document any trained machine learning model in the application fields of computer vision and natural language processing, and provides cards for two supervised models: One trained to detect smiling faces in images, and one training to detect toxic comments in text. Trained machine learning models are increasingly used to perform high-impact tasks in areas such as law enforcement, medicine, education, and employment. In order to clarify the intended use cases of machine learning models and minimize their usage in contexts for which they are not well suited, we recommend that released models be accompanied by documentation detailing their performance characteristics. In this paper, we propose a framework that we call model cards, to encourage such transparent model reporting. Model cards are short documents accompanying trained machine learning models that provide benchmarked evaluation in a variety of conditions, such as across different cultural, demographic, or phenotypic groups (e.g., race, geographic location, sex, Fitzpatrick skin type [15]) and intersectional groups (e.g., age and race, or sex and Fitzpatrick skin type) that are relevant to the intended application domains. Model cards also disclose the context in which models are intended to be used, details of the performance evaluation procedures, and other relevant information. While we focus primarily on human-centered machine learning models in the application fields of computer vision and natural language processing, this framework can be used to document any trained machine learning model. To solidify the concept, we provide cards for two supervised models: One trained to detect smiling faces in images, and one trained to detect toxic comments in text. We propose model cards as a step towards the responsible democratization of machine learning and related artificial intelligence technology, increasing transparency into how well artificial intelligence technology works. We hope this work encourages those releasing trained machine learning models to accompany model releases with similar detailed evaluation numbers and other relevant documentation."> <meta name="twitter:description" content="This work proposes model cards, a framework that can be used to document any trained machine learning model in the application fields of computer vision and natural language processing, and provides cards for two supervised models: One trained to detect smiling faces in images, and one training to detect toxic comments in text. Trained machine learning models are increasingly used to perform high-impact tasks in areas such as law enforcement, medicine, education, and employment. In order to clarify the intended use cases of machine learning models and minimize their usage in contexts for which they are not well suited, we recommend that released models be accompanied by documentation detailing their performance characteristics. In this paper, we propose a framework that we call model cards, to encourage such transparent model reporting. Model cards are short documents accompanying trained machine learning models that provide benchmarked evaluation in a variety of conditions, such as across different cultural, demographic, or phenotypic groups (e.g., race, geographic location, sex, Fitzpatrick skin type [15]) and intersectional groups (e.g., age and race, or sex and Fitzpatrick skin type) that are relevant to the intended application domains. Model cards also disclose the context in which models are intended to be used, details of the performance evaluation procedures, and other relevant information. While we focus primarily on human-centered machine learning models in the application fields of computer vision and natural language processing, this framework can be used to document any trained machine learning model. To solidify the concept, we provide cards for two supervised models: One trained to detect smiling faces in images, and one trained to detect toxic comments in text. We propose model cards as a step towards the responsible democratization of machine learning and related artificial intelligence technology, increasing transparency into how well artificial intelligence technology works. We hope this work encourages those releasing trained machine learning models to accompany model releases with similar detailed evaluation numbers and other relevant documentation."> <meta property="og:description" content="This work proposes model cards, a framework that can be used to document any trained machine learning model in the application fields of computer vision and natural language processing, and provides cards for two supervised models: One trained to detect smiling faces in images, and one training to detect toxic comments in text. Trained machine learning models are increasingly used to perform high-impact tasks in areas such as law enforcement, medicine, education, and employment. In order to clarify the intended use cases of machine learning models and minimize their usage in contexts for which they are not well suited, we recommend that released models be accompanied by documentation detailing their performance characteristics. In this paper, we propose a framework that we call model cards, to encourage such transparent model reporting. Model cards are short documents accompanying trained machine learning models that provide benchmarked evaluation in a variety of conditions, such as across different cultural, demographic, or phenotypic groups (e.g., race, geographic location, sex, Fitzpatrick skin type [15]) and intersectional groups (e.g., age and race, or sex and Fitzpatrick skin type) that are relevant to the intended application domains. Model cards also disclose the context in which models are intended to be used, details of the performance evaluation procedures, and other relevant information. While we focus primarily on human-centered machine learning models in the application fields of computer vision and natural language processing, this framework can be used to document any trained machine learning model. To solidify the concept, we provide cards for two supervised models: One trained to detect smiling faces in images, and one trained to detect toxic comments in text. We propose model cards as a step towards the responsible democratization of machine learning and related artificial intelligence technology, increasing transparency into how well artificial intelligence technology works. We hope this work encourages those releasing trained machine learning models to accompany model releases with similar detailed evaluation numbers and other relevant documentation."> <meta name="citation_author" content="Margaret Mitchell"> <meta name="citation_author" content="Simone Wu"> <meta name="citation_author" content="Andrew Zaldivar"> <meta name="citation_author" content="Parker Barnes"> <meta name="citation_author" content="Lucy Vasserman"> <meta name="citation_author" content="Ben Hutchinson"> <meta name="citation_author" content="Elena Spitzer"> <meta name="citation_author" content="Inioluwa Deborah Raji"> <meta name="citation_author" content="Timnit Gebru"> <meta name="citation_title" content="Model Cards for Model Reporting"> <meta name="citation_publication_date" content="2018"> <meta name="citation_journal_title" content="Proceedings of the Conference on Fairness, Accountability, and Transparency"> <meta name="citation_pdf_url" 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Trained machine learning models are increasingly used to perform high-impact tasks in areas such as law enforcement, medicine, education, and employment. In order to clarify the intended use cases of machine learning models and minimize their usage in contexts for which they are not well suited, we recommend that released models be accompanied by documentation detailing their performance characteristics. In this paper, we propose a framework that we call model cards, to encourage such transparent model reporting. Model cards are short documents accompanying trained machine learning models that provide benchmarked evaluation in a variety of conditions, such as across different cultural, demographic, or phenotypic groups (e.g., race, geographic location, sex, Fitzpatrick skin type [15]) and intersectional groups (e.g., age and race, or sex and Fitzpatrick skin type) that are relevant to the intended application domains. Model cards also disclose the context in which models are intended to be used, details of the performance evaluation procedures, and other relevant information. While we focus primarily on human-centered machine learning models in the application fields of computer vision and natural language processing, this framework can be used to document any trained machine learning model. To solidify the concept, we provide cards for two supervised models: One trained to detect smiling faces in images, and one trained to detect toxic comments in text. We propose model cards as a step towards the responsible democratization of machine learning and related artificial intelligence technology, increasing transparency into how well artificial intelligence technology works. We hope this work encourages those releasing trained machine learning models to accompany model releases with similar detailed evaluation numbers and other relevant documentation.","author":[{"@type":"Person","name":"Margaret Mitchell","mainEntityOfPage":"/author/Margaret-Mitchell/49501003"},{"@type":"Person","name":"Simone Wu","mainEntityOfPage":"/author/Simone-Wu/81120201"},{"@type":"Person","name":"Andrew Zaldivar","mainEntityOfPage":"/author/Andrew-Zaldivar/2064225225"},{"@type":"Person","name":"Parker Barnes","mainEntityOfPage":"/author/Parker-Barnes/80940648"},{"@type":"Person","name":"Lucy Vasserman","mainEntityOfPage":"/author/Lucy-Vasserman/145177877"},{"@type":"Person","name":"Ben Hutchinson","mainEntityOfPage":"/author/Ben-Hutchinson/2044655623"},{"@type":"Person","name":"Elena Spitzer","mainEntityOfPage":"/author/Elena-Spitzer/79542084"},{"@type":"Person","name":"Inioluwa Deborah Raji","mainEntityOfPage":"/author/Inioluwa-Deborah-Raji/81316798"},{"@type":"Person","name":"Timnit Gebru","mainEntityOfPage":"/author/Timnit-Gebru/2076288"}],"copyrightYear":"2018","datePublished":"5 October 2018","headline":"Model Cards for Model Reporting","mainEntity":"http://dl.acm.org/citation.cfm?id=3287596","mainEntityOfPage":"/paper/Model-Cards-for-Model-Reporting-Mitchell-Wu/7365f887c938ca21a6adbef08b5a520ebbd4638f","name":"Model Cards for Model Reporting","publication":"Proceedings of the Conference on Fairness, Accountability, and Transparency","publisher":{"@type":"Organization","name":"FAT"},"sameAs":"https://doi.org/10.1145/3287560.3287596","image":[{"@type":"ImageObject","caption":"Figure 2: Example Model Card for a smile detector trained and evaluated on the CelebA dataset.","contentUrl":"https://figures.semanticscholar.org/7365f887c938ca21a6adbef08b5a520ebbd4638f/7-Figure2-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/7365f887c938ca21a6adbef08b5a520ebbd4638f/7-Figure2-1.png","height":821,"width":662},{"@type":"ImageObject","caption":"Figure 3: Example Model Card for two versions of Perspective API’s toxicity detector.","contentUrl":"https://figures.semanticscholar.org/7365f887c938ca21a6adbef08b5a520ebbd4638f/8-Figure3-1.png","url":"https://ai2-s2-public.s3.amazonaws.com/figures/2017-08-08/7365f887c938ca21a6adbef08b5a520ebbd4638f/8-Figure3-1.png","height":244,"width":680}]},{"@type":"ScholarlyArticle","about":"This work proposes model cards, a framework that can be used to document any trained machine learning model in the application fields of computer vision and natural language processing, and provides cards for two supervised models: One trained to detect smiling faces in images, and one training to detect toxic comments in text.","abstract":"This work proposes model cards, a framework that can be used to document any trained machine learning model in the application fields of computer vision and natural language processing, and provides cards for two supervised models: One trained to detect smiling faces in images, and one training to detect toxic comments in text. Trained machine learning models are increasingly used to perform high-impact tasks in areas such as law enforcement, medicine, education, and employment. In order to clarify the intended use cases of machine learning models and minimize their usage in contexts for which they are not well suited, we recommend that released models be accompanied by documentation detailing their performance characteristics. In this paper, we propose a framework that we call model cards, to encourage such transparent model reporting. Model cards are short documents accompanying trained machine learning models that provide benchmarked evaluation in a variety of conditions, such as across different cultural, demographic, or phenotypic groups (e.g., race, geographic location, sex, Fitzpatrick skin type [15]) and intersectional groups (e.g., age and race, or sex and Fitzpatrick skin type) that are relevant to the intended application domains. Model cards also disclose the context in which models are intended to be used, details of the performance evaluation procedures, and other relevant information. While we focus primarily on human-centered machine learning models in the application fields of computer vision and natural language processing, this framework can be used to document any trained machine learning model. To solidify the concept, we provide cards for two supervised models: One trained to detect smiling faces in images, and one trained to detect toxic comments in text. We propose model cards as a step towards the responsible democratization of machine learning and related artificial intelligence technology, increasing transparency into how well artificial intelligence technology works. We hope this work encourages those releasing trained machine learning models to accompany model releases with similar detailed evaluation numbers and other relevant documentation.","author":[{"@type":"Person","name":"Margaret Mitchell","mainEntityOfPage":"/author/Margaret-Mitchell/49501003"},{"@type":"Person","name":"Simone Wu","mainEntityOfPage":"/author/Simone-Wu/81120201"},{"@type":"Person","name":"Andrew Zaldivar","mainEntityOfPage":"/author/Andrew-Zaldivar/2064225225"},{"@type":"Person","name":"Parker Barnes","mainEntityOfPage":"/author/Parker-Barnes/80940648"},{"@type":"Person","name":"Lucy Vasserman","mainEntityOfPage":"/author/Lucy-Vasserman/145177877"},{"@type":"Person","name":"Ben Hutchinson","mainEntityOfPage":"/author/Ben-Hutchinson/2044655623"},{"@type":"Person","name":"Elena Spitzer","mainEntityOfPage":"/author/Elena-Spitzer/79542084"},{"@type":"Person","name":"Inioluwa Deborah Raji","mainEntityOfPage":"/author/Inioluwa-Deborah-Raji/81316798"},{"@type":"Person","name":"Timnit Gebru","mainEntityOfPage":"/author/Timnit-Gebru/2076288"}],"copyrightYear":"2018","datePublished":"5 October 2018","headline":"Model Cards for Model Reporting","mainEntity":"http://dl.acm.org/citation.cfm?id=3287596","mainEntityOfPage":"/paper/Model-Cards-for-Model-Reporting-Mitchell-Wu/7365f887c938ca21a6adbef08b5a520ebbd4638f","name":"Model Cards for Model Reporting","publication":"Proceedings of the Conference on Fairness, Accountability, and Transparency","publisher":{"@type":"Organization","name":"FAT"},"sameAs":"https://doi.org/10.1145/3287560.3287596","image":[{"@type":"ImageObject","caption":"Figure 2: Example Model Card for a smile detector trained and evaluated on the CelebA 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data-test-id="paper-detail-title">Model Cards for Model Reporting</h1><pre class="bibtex-citation" data-nosnippet="true">@article{Mitchell2018ModelCF, title={Model Cards for Model Reporting}, author={Margaret Mitchell and Simone Wu and Andrew Zaldivar and Parker Barnes and Lucy Vasserman and Ben Hutchinson and Elena Spitzer and Inioluwa Deborah Raji and Timnit Gebru}, journal={Proceedings of the Conference on Fairness, Accountability, and Transparency}, year={2018}, url={https://api.semanticscholar.org/CorpusID:52946140} }</pre><ul class="flex-row-vcenter paper-meta"><li class="paper-meta-item"><span class="paper-meta" data-test-id="paper-meta-subhead"><span class="author-list"><span data-heap-id="heap_author_list_item" data-heap-author-id="49501003" data-test-id="author-list"><a class="author-list__link author-list__author-name" href="/author/Margaret-Mitchell/49501003"><span class=""><span>Margaret Mitchell</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="81120201" data-test-id="author-list"><span aria-hidden="true">, </span><a class="author-list__link author-list__author-name" href="/author/Simone-Wu/81120201"><span class=""><span>Simone Wu</span></span></a></span><span data-heap-id="heap_author_list_item" data-heap-author-id="2076288" data-test-id="author-list"><span aria-hidden="true">, </span><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 6 more authors" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default more-authors-label"><span class="cl-button__label">+6 authors</span></button> </span><a class="author-list__link author-list__author-name" href="/author/Timnit-Gebru/2076288"><span class=""><span>Timnit Gebru</span></span></a></span></span></span></li><li class="paper-meta-item"><span data-test-id="year-and-venue">Published<!-- --> in <span data-test-id="venue-metadata"><span class="cl-paper-venue cl-paper-venue--paper-metadata" data-test-id="venue-metadata"><span>FAT</span></span></span> <span data-test-id="paper-year"><span class=""><span>5 October 2018</span></span></span></span></li><li class="paper-meta-item">Computer Science, Law, Education</li><li class="paper-meta-item"><span data-heap-id="paper-meta-journal">Proceedings of the Conference on Fairness, Accountability, and Transparency</span></li></ul><div class="tldr-abstract-replacement text-truncator paper-detail-page__tldr-abstract"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This work proposes model cards, a framework that can be used to document any trained machine learning model in the application fields of computer vision and natural language processing, and provides cards for two supervised models: One trained to detect smiling faces in images, and one training to detect toxic comments in text.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="flex-container 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data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/ML4H-Auditing%3A-From-Paper-to-Practice-Oala-Fehr/a77661806e0252b708ef86561313f749c0b57145"><h3 id="paper-a77661806e0252b708ef86561313f749c0b57145" class="cl-paper-title" tabindex="" aria-describedby="">ML4H Auditing: From Paper to Practice</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="1594025351" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Luis-Oala/1594025351"><span class=""><span>Luis Oala</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2086329412" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/J.-Fehr/2086329412"><span class=""><span>J. Fehr</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="121196775" data-test-id="author-list"><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 17 more authors" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default cl-paper-authors__toggle cl-paper-authors__toggle__with-background"><span class="cl-button__label">+17 authors</span></button> </span><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Stephanie-L.-Hyland/121196775"><span class=""><span>Stephanie L. Hyland</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Medicine</span></div><div class="cl-paper__bulleted-row__item"><span data-heap-id="paper-meta-venue" class="cl-paper-venue cl-paper-venue--paper-metadata">ML4H@NeurIPS</span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2020</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This work targets the paper-to-practice gap by applying an ML4H audit framework proposed by the ITU/WHO Focus Group on Arti-ficial Intelligence for Health (FG-AI4H) to three use cases: diagnostic prediction of diabetic retinopathy, diagnostic prediction of Alzheimer’s disease, and cyto-morphologic classification for leukemia diagnostics.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="39 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citation-list__paper-row" data-paper-id="50fafee882fd1461429b3fbd76c40b706dfd5f83"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="50fafee882fd1461429b3fbd76c40b706dfd5f83" data-heap-citation-type="citingPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Risk-of-Training-Diagnostic-Algorithms-on-Data-with-Abbasi-Sureshjani-Raumanns/50fafee882fd1461429b3fbd76c40b706dfd5f83"><h3 id="paper-50fafee882fd1461429b3fbd76c40b706dfd5f83" class="cl-paper-title" tabindex="" aria-describedby="">Risk of Training Diagnostic Algorithms on Data with Demographic Bias</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="1397929245" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Samaneh-Abbasi-Sureshjani/1397929245"><span class=""><span>Samaneh Abbasi-Sureshjani</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1666816546" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Ralf-Raumanns/1666816546"><span class=""><span>Ralf Raumanns</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="40880920" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/B.-Michels/40880920"><span class=""><span>B. Michels</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="145027868" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Gerard-Schouten/145027868"><span class=""><span>Gerard Schouten</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2225413" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/V.-Cheplygina/2225413"><span class=""><span>V. Cheplygina</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Medicine</span></div><div class="cl-paper__bulleted-row__item"><span data-heap-id="paper-meta-venue" class="cl-paper-venue cl-paper-venue--paper-metadata">iMIMIC/MIL3iD/LABELS@MICCAI</span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2020</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>A survey of the MICCAI 2018 proceedings is conducted to investigate the common practice in medical image analysis applications and shows that it is possible to learn unbiased features by explicitly using demographic variables in an adversarial training setup, which leads to balanced scores per subgroups.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="30 Citations" 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data-heap-id="citation_author" data-heap-author-id="145001812" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Douglas-Yeung/145001812"><span class=""><span>Douglas Yeung</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2114557306" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Inez-Khan/2114557306"><span class=""><span>Inez Khan</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2027205" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/N.-Kalra/2027205"><span class=""><span>N. Kalra</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2457761" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Osonde-A.-Osoba/2457761"><span class=""><span>Osonde A. Osoba</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Law, Computer Science</span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2021</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>Current and planned software implementations of artificial intelligence and machine learning algorithms used by law enforcement agencies and other agencies to aid in decisionmaking should be examined for potential bias.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="6 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/274da70cde671dac8caf35df9cbb13252b37c9bb#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>6</div></a></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a class="link-button--no-underline" href="/paper/274da70cde671dac8caf35df9cbb13252b37c9bb"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" data-test-id="paper-badge-open_access" aria-label="This paper has an available PDF." data-heap-id="paper_badge_open_access"><span class="cl-paper-stats__symbol">PDF</span></div></a></div></li></ul></div><div class="cl-paper-controls__actions"><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="15b5327290c02e4928a9090026f781cc95bd7f4d"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="15b5327290c02e4928a9090026f781cc95bd7f4d" data-heap-citation-type="citingPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Yes-we-care!-Certification-for-machine-learning-the-Morik-Kotthaus/15b5327290c02e4928a9090026f781cc95bd7f4d"><h3 id="paper-15b5327290c02e4928a9090026f781cc95bd7f4d" class="cl-paper-title" tabindex="" aria-describedby="">Yes we care!-Certification for machine learning methods through the care label framework</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="1752599" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/K.-Morik/1752599"><span class=""><span>K. Morik</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1971108" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Helena-Kotthaus/1971108"><span class=""><span>Helena Kotthaus</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="48817147" data-test-id="author-list"><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 6 more authors" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default cl-paper-authors__toggle cl-paper-authors__toggle__with-background"><span class="cl-button__label">+6 authors</span></button> </span><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Danny-Heinrich/48817147"><span class=""><span>Danny Heinrich</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=Frontiers%20in%20Artificial%20Intelligence">Frontiers in Artificial Intelligence</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2022</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>A unified framework that certifies learning methods via care labels is proposed that considers both, the machine learning theory and a given implementation and test the implementation's compliance with theoretical properties and bounds.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul 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class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="40061310" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Joseph-Paul-Cohen/40061310"><span class=""><span>Joseph Paul Cohen</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="152612745" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Tianshi-Cao/152612745"><span class=""><span>Tianshi Cao</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1865800402" data-test-id="author-list"><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 6 more authors" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- 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Bengio</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Medicine, Computer Science</span></div><div class="cl-paper__bulleted-row__item"><span data-heap-id="paper-meta-venue" class="cl-paper-venue cl-paper-venue--paper-metadata">Canadian Medical Association Journal</span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2021</span></span></li></ul><div class="cl-paper-abstract"><span class="" data-test-id="paper-abstract-toggle"><span>CMAJ | SEPTEMBER 7, 2021 | VOLUME 193 | ISSUE 35 E1391 I n a companion article, Verma and colleagues discuss how machine-learned solutions can be developed and implemented to support medical</span><span>… </span><button aria-label="Expand truncated text" tabindex="0" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle 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class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="47057856" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/M.-Sendak/47057856"><span class=""><span>M. Sendak</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="145866390" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/M.-Gao/145866390"><span class=""><span>M. Gao</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="35633285" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Nathan-Brajer/35633285"><span class=""><span>Nathan Brajer</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="12308037" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/S.-Balu/12308037"><span class=""><span>S. Balu</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Medicine</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=npj%20Digital%20Medicine">npj Digital Medicine</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2020</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>A systematic effort to ensure that front-line clinicians actually know how, when, how not, and when not to incorporate model output into clinical decisions is presented.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="108 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" 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class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="6052486bc9144dc1730c12bf35323af3792a1fd0" data-heap-citation-type="citingPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Large-language-models-encode-clinical-knowledge-Singhal-Azizi/6052486bc9144dc1730c12bf35323af3792a1fd0"><h3 id="paper-6052486bc9144dc1730c12bf35323af3792a1fd0" class="cl-paper-title" tabindex="" aria-describedby="">Large language models encode clinical knowledge</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="122902793" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/K.-Singhal/122902793"><span class=""><span>K. Singhal</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="40151244" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Shekoofeh-Azizi/40151244"><span class=""><span>Shekoofeh Azizi</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="144223091" data-test-id="author-list"><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 27 more authors" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default cl-paper-authors__toggle cl-paper-authors__toggle__with-background"><span class="cl-button__label">+27 authors</span></button> </span><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Vivek-Natarajan/144223091"><span class=""><span>Vivek Natarajan</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Medicine, Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=Nature">Nature</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2023</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>MultiMedQA, a benchmark combining six existing medical question answering datasets spanning professional medicine, research and consumer queries and a new dataset of medical questions searched online, is presented and a human evaluation framework for model answers is proposed, suggesting the potential utility of LLMs in medicine.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div 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machine learning datasets</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2165405555" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Joan-Giner-Miguelez/2165405555"><span class=""><span>Joan Giner-Miguelez</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2175304093" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Abel-G'omez/2175304093"><span class=""><span>Abel G'omez</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="144220398" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Jordi-Cabot/144220398"><span class=""><span>Jordi Cabot</span></span></a></span></span><div 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Comput. Lang.</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2023</span></span></li></ul><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="24 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/e2413952278237a4acdf0eda4d7e6f444bfb0890#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>24</div></a></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a class="link-button--no-underline" href="/paper/e2413952278237a4acdf0eda4d7e6f444bfb0890"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" data-test-id="paper-badge-open_access" aria-label="This paper has an available PDF." data-heap-id="paper_badge_open_access"><span class="cl-paper-stats__symbol">PDF</span></div></a></div></li></ul></div><div class="cl-paper-controls__actions"><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="b51b468b1269b848e7458c654187795547b6250c"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="b51b468b1269b848e7458c654187795547b6250c" data-heap-citation-type="citingPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Rethinking-Machine-Learning-Benchmarks-in-the-of-of-Henderson-Hu/b51b468b1269b848e7458c654187795547b6250c"><h3 id="paper-b51b468b1269b848e7458c654187795547b6250c" class="cl-paper-title" tabindex="" aria-describedby="">Rethinking Machine Learning Benchmarks in the Context of Professional Codes of Conduct</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2288871218" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Peter-Henderson/2288871218"><span class=""><span>Peter Henderson</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2288932212" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Jieru-Hu/2288932212"><span class=""><span>Jieru Hu</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2257250972" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Mona-T.-Diab/2257250972"><span class=""><span>Mona T. Diab</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2196942799" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Joelle-Pineau/2196942799"><span class=""><span>Joelle Pineau</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=CSLAW">CSLAW</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2024</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>It is proposed that professional codes of conduct and rules can guide machine learning researchers to address potential gaps in benchmark construction, and further refinements that would bring the two closer together are suggested.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div 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prioritized bias correction</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="46682505" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Sharmin-Afrose/46682505"><span class=""><span>Sharmin Afrose</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="77903016" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Wen-Song/77903016"><span class=""><span>Wen Song</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="3180931" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/C.-Nemeroff/3180931"><span class=""><span>C. Nemeroff</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2110141584" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Chang-Lu/2110141584"><span class=""><span>Chang Lu</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2065760354" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Dan-Yao/2065760354"><span class=""><span>Dan Yao</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Medicine, Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=Communications%20Medicine">Communications Medicine</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2022</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>A bias correction method that produces specialized machine learning prognostication models for underrepresented racial and age groups is invented, and it is revealed that subpopulation-specific models show better performance for minority groups.</span></span><button aria-label="Expand truncated text" type="submit" 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class="cl-paper-row citation-list__paper-row" data-paper-id="e2bc01813d6ef50194588086e2adea42bdf2323b"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="e2bc01813d6ef50194588086e2adea42bdf2323b" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/The-Dataset-Nutrition-Label%3A-A-Framework-To-Drive-Holland-Hosny/e2bc01813d6ef50194588086e2adea42bdf2323b"><h3 id="paper-e2bc01813d6ef50194588086e2adea42bdf2323b" class="cl-paper-title" tabindex="" aria-describedby="">The Dataset Nutrition Label: A Framework To Drive Higher Data Quality Standards</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2069633580" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Sarah-Holland/2069633580"><span class=""><span>Sarah Holland</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="143819435" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/A.-Hosny/143819435"><span class=""><span>A. Hosny</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2112441710" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/S.-Newman/2112441710"><span class=""><span>S. Newman</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2052441458" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Joshua-Joseph/2052441458"><span class=""><span>Joshua Joseph</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="46256827" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Kasia-Chmielinski/46256827"><span class=""><span>Kasia Chmielinski</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Agricultural and Food Sciences</span></div><div class="cl-paper__bulleted-row__item"><span data-heap-id="paper-meta-venue" class="cl-paper-venue cl-paper-venue--paper-metadata">Data Protection and Privacy</span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2020</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>The Dataset Nutrition Label is a diagnostic framework that lowers the barrier to standardized data analysis by providing a distilled yet comprehensive overview of dataset "ingredients" before AI model development.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button 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data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Transparent-reporting-of-a-multivariable-prediction-Collins-Reitsma/06dadb8ce6c167c6dbaf27c75635bad792043c72"><h3 id="paper-06dadb8ce6c167c6dbaf27c75635bad792043c72" class="cl-paper-title" tabindex="" aria-describedby="">Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): The TRIPOD statement</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="120287593" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/G.-Collins/120287593"><span class=""><span>G. Collins</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2249911780" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/JB-Reitsma/2249911780"><span class=""><span>JB Reitsma</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2242047195" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/DG-Altman/2242047195"><span class=""><span>DG Altman</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2066219491" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/K.-Moons/2066219491"><span class=""><span>K. Moons</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Medicine</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=British%20Journal%20of%20Cancer">British Journal of Cancer</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2015</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>The TRIPOD Statement aims to improve the transparency of the reporting of a prediction model study regardless of the study methods used, and is best used in conjunction with the TRIPod explanation and elaboration document.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="895 Citations" class="cl-paper-stats__item"><a aria-label="Visit 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class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="44fc8d79fb8e0f8c6c6f680179b5803a789c6227" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Measuring-and-Mitigating-Unintended-Bias-in-Text-Dixon-Li/44fc8d79fb8e0f8c6c6f680179b5803a789c6227"><h3 id="paper-44fc8d79fb8e0f8c6c6f680179b5803a789c6227" class="cl-paper-title" tabindex="" aria-describedby="">Measuring and Mitigating Unintended Bias in Text Classification</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2065639113" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Lucas-Dixon/2065639113"><span class=""><span>Lucas Dixon</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2109043655" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/John-Li/2109043655"><span class=""><span>John Li</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="144431938" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Jeffrey-Scott-Sorensen/144431938"><span class=""><span>Jeffrey Scott Sorensen</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2665391" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Nithum-Thain/2665391"><span class=""><span>Nithum Thain</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="145177877" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Lucy-Vasserman/145177877"><span class=""><span>Lucy Vasserman</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=AIES">AIES</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2018</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>A new approach to measuring and mitigating unintended bias in machine learning models is introduced, using a set of common demographic identity terms as the subset of input features on which to measure bias.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="733 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this 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class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="682b9d2212258fd5edbfca589c86390c31a956b0"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="682b9d2212258fd5edbfca589c86390c31a956b0" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Interpretability-Beyond-Feature-Attribution%3A-with-Kim-Wattenberg/682b9d2212258fd5edbfca589c86390c31a956b0"><h3 id="paper-682b9d2212258fd5edbfca589c86390c31a956b0" class="cl-paper-title" tabindex="" aria-describedby="">Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="3351164" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Been-Kim/3351164"><span class=""><span>Been Kim</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="145233583" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/M.-Wattenberg/145233583"><span class=""><span>M. Wattenberg</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="144042306" data-test-id="author-list"><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 4 more authors" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default cl-paper-authors__toggle cl-paper-authors__toggle__with-background"><span class="cl-button__label">+4 authors</span></button> </span><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/R.-Sayres/144042306"><span class=""><span>R. Sayres</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=ICML">ICML</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2018</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>Concept Activation Vectors (CAVs) are introduced, which provide an interpretation of a neural net's internal state in terms of human-friendly concepts, and may be used to explore hypotheses and generate insights for a standard image classification network as well as a medical application.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="1,672 Citations" class="cl-paper-stats__item"><a 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data-paper-id="4a9831e5fec549edee454709048a51997ef60fb7"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="4a9831e5fec549edee454709048a51997ef60fb7" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Did-the-Model-Understand-the-Question-Mudrakarta-Taly/4a9831e5fec549edee454709048a51997ef60fb7"><h3 id="paper-4a9831e5fec549edee454709048a51997ef60fb7" class="cl-paper-title" tabindex="" aria-describedby="">Did the Model Understand the Question?</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2235894" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Pramod-Kaushik-Mudrakarta/2235894"><span class=""><span>Pramod Kaushik Mudrakarta</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="40511120" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Ankur-Taly/40511120"><span class=""><span>Ankur Taly</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="30740726" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Mukund-Sundararajan/30740726"><span class=""><span>Mukund Sundararajan</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1696833" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Kedar-Dhamdhere/1696833"><span class=""><span>Kedar Dhamdhere</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=ACL">ACL</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2018</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>Analysis of state-of-the-art deep learning models for question answering on images, tables, and passages of text finds that these deep networks often ignore important question terms, and demonstrates that attributions can augment standard measures of accuracy and empower investigation of model performance.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="195 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/4a9831e5fec549edee454709048a51997ef60fb7#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat 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class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="7d4cd64e135178a0f90108f05959192571f65085"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="7d4cd64e135178a0f90108f05959192571f65085" data-heap-citation-type="citedPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Detecting-representative-data-and-generating-to-Li-Hu/7d4cd64e135178a0f90108f05959192571f65085"><h3 id="paper-7d4cd64e135178a0f90108f05959192571f65085" class="cl-paper-title" tabindex="" aria-describedby="">Detecting representative data and generating synthetic samples to improve learning accuracy with imbalanced data sets</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="20472204" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Der-Chiang-Li/20472204"><span class=""><span>Der-Chiang Li</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1811215" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Susan-C.-Hu/1811215"><span class=""><span>Susan C. Hu</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="3243337" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Liang-Sian-Lin/3243337"><span class=""><span>Liang-Sian Lin</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="3191842" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Chun-Wu-Yeh/3191842"><span class=""><span>Chun-Wu Yeh</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=PloS%20one">PloS one</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2017</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This paper presents a strategy that involves reducing the sizes of the majority data and generating synthetic samples for the minority data and indicates that the classification performance of the proposed approach is better than that of above-mentioned methods.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider 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data-heap-id="citation_box" data-heap-paper-id="7d4cd64e135178a0f90108f05959192571f65085" data-heap-type="excerpt" data-heap-citation-type="citedPapers" data-test-id="excerpt" aria-expanded="false" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-flag__flag-button"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-excerpt" data-test-id="icon-excerpt"><use xlink:href="#excerpt"></use></svg></span><span class="cl-button__label">1 Excerpt</span></button></li></ul></div></div><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button 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data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Data-Statements-for-NLP%3A-Toward-Mitigating-System-Bender-Friedman/87eb23f934a0e6293ee8ee9b147fe0d456e65c96"><h3 id="paper-87eb23f934a0e6293ee8ee9b147fe0d456e65c96" class="cl-paper-title" tabindex="" aria-describedby="">Data Statements for NLP: Toward Mitigating System Bias and Enabling Better Science</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2471699" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Emily-M.-Bender/2471699"><span class=""><span>Emily M. Bender</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="144029598" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Batya-Friedman/144029598"><span class=""><span>Batya Friedman</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Linguistics</span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2018</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>It is argued that data statements will help alleviate issues related to exclusion and bias in language technology; lead to better precision in claims about how NLP research can generalize and thus better engineering results; protect companies from public embarrassment; and ultimately lead to language technology that meets its users in their own preferred linguistic style and furthermore does not misrepresent them to others.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span 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href="/paper/To-appear%3A-IEEE-Transactions-on-Information-and-of/b19270b120b855f41ca727a74b5e8395096d8b9c"><h3 id="paper-b19270b120b855f41ca727a74b5e8395096d8b9c" class="cl-paper-title" tabindex="" aria-describedby="">To appear: IEEE Transactions on Information Forensics and Security Face Recognition Performance: Role of Demographic Information</h3></a><ul class="cl-paper__bulleted-row"><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Sociology</span></div></ul><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="435 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/b19270b120b855f41ca727a74b5e8395096d8b9c#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg 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cl-paper-authors__author-box__with-background" href="/author/Moritz-Hardt/1775622"><span class=""><span>Moritz Hardt</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="4989538" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Eric-Price/4989538"><span class=""><span>Eric Price</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1706280" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/N.-Srebro/1706280"><span class=""><span>N. Srebro</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=NIPS">NIPS</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2016</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This work proposes a criterion for discrimination against a specified sensitive attribute in supervised learning, where the goal is to predict some target based on available features and shows how to optimally adjust any learned predictor so as to remove discrimination according to this definition.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="3,976 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/d42b11ce90c9c69a20ed015b73dc33e0e4100a7b#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat cl-paper-stat__with-border"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>3,976</div></a></li><a target="_blank" class="cl-paper-action__reader-link link-button--no-underline link-button--in-new-tab" aria-describedby="cl-paper-reader-button-tooltip" data-test-id="cl-paper-reader-button" aria-label="Semantic Reader, an AI-powered PDF reader" href="/reader/d42b11ce90c9c69a20ed015b73dc33e0e4100a7b"><a class="icon-button cl-paper-action__reader-button cl-paper-action__reader-button--square-corner" data-test-id="cl-paper-reader-button" data-heap-id="reader_button_paper_row"><span class="flex-row-centered"><svg aria-hidden="true" height="14" width="14" 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data-heap-author-id="145155335" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/M.-Hind/145155335"><span class=""><span>M. Hind</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="145640180" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/S.-Mehta/145640180"><span class=""><span>S. Mehta</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1712865" data-test-id="author-list"><span><button data-test-id="author-list-expand" aria-expanded="false" aria-label="Show 4 more authors" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default cl-paper-authors__toggle cl-paper-authors__toggle__with-background"><span class="cl-button__label">+4 authors</span></button> </span><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Kush-R.-Varshney/1712865"><span class=""><span>Kush R. Varshney</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=ArXiv">ArXiv</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2018</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This paper envisiones an SDoC for AI services to contain purpose, performance, safety, security, and provenance information to be completed and voluntarily released by AI service providers for examination by consumers.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="139 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" 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