Lab - Lexum

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mobile background-color"> <ul> <li class="first">sections in the page</li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-logo"><a href="#top"><img src="https://lexum.com/wp-content/uploads/2017/11/lab-lex-en-2.png" alt="" /></a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-5787"><a href="/en/products/lab-product/#overview">overview</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-5788"><a href="/en/products/lab-product/#partners">partnerships</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-5789"><a href="/en/products/lab-product/#projects">projects</a></li> <li class="menu-item menu-item-type-custom menu-item-object-custom menu-item-5790"><a href="/en/products/lab-product/#background">background</a></li> </ul> </div> <header class="entry-header"> <div class="background"><img width="1399" height="548" src="https://lexum.com/wp-content/uploads/2017/11/ai-banner.jpg" class="attachment-full size-full wp-post-image" alt="" decoding="async" fetchpriority="high" srcset="https://lexum.com/wp-content/uploads/2017/11/ai-banner.jpg 1399w, https://lexum.com/wp-content/uploads/2017/11/ai-banner-300x118.jpg 300w, https://lexum.com/wp-content/uploads/2017/11/ai-banner-768x301.jpg 768w, https://lexum.com/wp-content/uploads/2017/11/ai-banner-1024x401.jpg 1024w" sizes="(max-width: 1399px) 100vw, 1399px" /> </div><h1 class="entry-title"><span class="icon"></span>Lab</h1><div class="overview-txt"><h2>Our innovations in A.I. and our vision serve to improve access to legal information</h2> <p>The Lexum Lab is our R&D department. We study the possibilities of cutting-edge Artificial Intelligence technologies to make legal research easier, faster, and more user-friendly. We collaborate with leading academics to innovate in the following areas:<br /> – Natural Language Processing;<br /> – Machine Learning;<br /> – Deep Learning;<br /> – Language models.</p> </div> </header> <div class="entry-content container-fluid"><a name="partners"></a><a name="partenaires"></a><a name="feature"></a><section class="container" id="main-features"> <div class="row"> <div class="col-xs-12"> <h2>Partnerships</h2> </div> </div> <div class="row left"> <div class="col-xs-12 col-sm-6 image"> <img src="https://lexum.com/wp-content/uploads/2017/11/logo_ivado.jpg" alt="" /> </div> <div class="col-xs-12 col-sm-6 description"> <h2>Industrial member of the Institute for Data Valorization</h2> <p>IVADO is a joint initiative by academia (HEC Montréal, Polytechnique Montréal and the University of Montreal) and industry. Its goal is to develop a new economic sector evolving around massive data processing to support decision making.</p> </div> </div> <div class="row right"> <div class="col-xs-12 col-sm-6 image mobile"> <img src="https://lexum.com/wp-content/uploads/2017/11/logo_MILA.png" alt="" /> </div> <div class="col-xs-12 col-sm-6 description"> <h2>Collaboration with the Montreal Institute for Learning Algorithms</h2> <p>The machine learning laboratory at the University of Montreal is one of the world’s leading teams in artificial intelligence and deep learning.</p> </div> <div class="col-xs-12 col-sm-6 image desktop"> <img src="https://lexum.com/wp-content/uploads/2017/11/logo_MILA.png" alt="" /> </div> </div> <div class="row left"> <div class="col-xs-12 col-sm-6 image"> <img src="https://lexum.com/wp-content/uploads/2017/11/logo_DIRO.png" alt="" /> </div> <div class="col-xs-12 col-sm-6 description"> <h2>Department of Computer Science and Operations Research at the University of Montréal</h2> <p>The Department of Computer Science and Operations Research (DIRO) was one of the first university-level computer science departments in North America. At the master's and doctoral levels, the international-caliber research conducted in the DIRO is a major attraction for students looking for a cutting-edge environment in which to study and work.</p> </div> </div></section><a name="projets"></a><a name="projects"></a> <section class="container-fluid" id="ai-projects"> <div class="container"> <div class="row"> <div class="col-xs-12 ai_projects_title"> <h2>Projects</h2> </div> </div> <div class="row blogs"><div class="col-xs-12 row-3-col col-sm-4"><div class="item blog"> <h3><a href="https://lexum.com/en/blog/ai-powered-summaries-for-saskatchewan-case-law-launched-in-beta-mode-oncanlii/">AI-Powered Summaries for Saskatchewan Case Law Launched in Beta Mode on CanLII</a></h3> <div class="date-author"><span class="date">2023-10-26</span> / By <span class="author">Lexum</span></div><div class="post-content"><p> Lexum is pleased to announce a transformative development that has the potential to revolutionize your use of CanLII. Thanks to the support of the Law Foundation of Saskatchewan, we recently introduced a limited volume of AI-powered case law summaries on CanLII for recent decisions from Saskatchewan. Leveraging the experience gained with the CatLII...</p></div></div> <div class="cta"><a href="https://lexum.com/en/blog/ai-powered-summaries-for-saskatchewan-case-law-launched-in-beta-mode-oncanlii/" class="btn" title="AI-Powered Summaries for Saskatchewan Case Law Launched in Beta Mode on CanLII">Read on</a></div></div><div class="col-xs-12 row-3-col col-sm-4"><div class="item blog"> <h3><a href="https://lexum.com/en/blog/lexkey-a-public-language-model-keyword-generator-for-legal-documents/">LexKey: A Public Language Model Keyword Generator for Legal Documents</a></h3> <div class="date-author"><span class="date">2023-08-14</span> / By <span class="author">Lexum</span></div><div class="post-content"><p> As a sequel to our recent post on Automatic Classification , we would like to introduce you to the science behind the show. The following article is adapted from the one presented by Benjamin Cérat, Software programmer at Lexum, as a workshop at  ICAIL 2023 . The 19th International Conference on Artificial Intelligence and Law took place from...</p></div></div> <div class="cta"><a href="https://lexum.com/en/blog/lexkey-a-public-language-model-keyword-generator-for-legal-documents/" class="btn" title="LexKey: A Public Language Model Keyword Generator for Legal Documents">Read on</a></div></div><div class="col-xs-12 row-3-col col-sm-4"><div class="item blog"> <h3><a href="https://lexum.com/en/blog/catlii-is-back-summarizing-and-analyzing-case-law/">CatLII is Back, Summarizing and Analyzing Case Law</a></h3> <div class="date-author"><span class="date">2023-06-02</span> / By <span class="author">Lexum</span></div><div class="post-content"><p> Canadian legal researchers got a gentle and friendly purring awakening this morning with the launch of a new pilot project to generate case analysis by artificial intelligence (AI). CatLII is back as a prolific CanLII Connects contributor that summarized hundreds of leading cases from CanLII like it was a ball of yarn. CatLII case analysis merges the...</p></div></div> <div class="cta"><a href="https://lexum.com/en/blog/catlii-is-back-summarizing-and-analyzing-case-law/" class="btn" title="CatLII is Back, Summarizing and Analyzing Case Law">Read on</a></div></div> </div> </div> </section><a name="contexte"></a><a name="background"></a> <section class="section-background container-fluid"> <div class="row"> <div class="container"> <div class="row"> <h2>Background</h2> <div class="col-xs-12 col-sm-6"> <p class="cie_description_left_column"><p>Our technology enables organizations of all sizes to deliver content to end users with unparalleled speed and efficiency. We are constantly looking for new ways to automate and streamline the operation of legal information databases. Over the years, this has led us to replace manual editing by complex algorithms based on heuristics whenever possible.</p> <p>One such example is Lexum’s citator, Reflex, which is used to automatically insert links on legal citations included in the text body of legal documents.</p> <p>Another example is Decisia’s auto-fill feature, which enables our clients to extract all sorts of metadata values directly from the body of their unstructured documents in one single click.</p> </p> </div> <div class="col-xs-12 col-sm-6"> <p class="cie_description_right_column"><p>This expertise, coupled with the large volume of legal information available to Lexum in parsable format, puts us in a unique position to leverage the opportunities presented by recent developments in the field of artificial intelligence, machine learning and deep learning.</p> <p>Innovation has been part of Lexum’s DNA since the beginning. Twenty-five years ago, we started providing access to Supreme Court of Canada decisions on a Gopher server before the Web was even invented. Eventually, static webpages gave place to dynamic websites, and more recently bespoke software code gave way to Software-as-a-Service (SaaS) products. Overall, in collaboration with the clients and partners who have trusted us, we have transformed the legal publishing industry. 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