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Relevant topics for the conference include, but are not limited to, the following areas: Safety and Alignment in LLMs AI/LLM Agents Human-AI Interaction/Cooperation Retrieval-Augmented Language Models Mathematical, Symbolic, and Logical Reasoning in NLP Computational Social Science, Cultural Analytics, and NLP for Social Good Code Models Interpretability, Model Editing, Transparency, and Explainability LLM Efficiency Generalizability and Transfer Dialogue and Interactive Systems Discourse, Pragmatics, and Reasoning Low-resource Methods for NLP Ethics, Bias, and Fairness Natural Language Generation Information Extraction and Retrieval Linguistic theories, Cognitive Modeling and Psycholinguistics Machine Translation Multilinguality and Language Diversity Multimodality and Language Grounding to Vision, Robotics and Beyond Neurosymbolic approaches to NLP Phonology, Morphology and Word Segmentation Question Answering Resources and Evaluation Semantics: Lexical, Sentence-level Semantics, Textual Inference and Other areas Sentiment Analysis, Stylistic Analysis, and Argument Mining Speech Processing and Spoken Language Understanding Summarization Hierarchical Structure Prediction, Syntax, and Parsing NLP Applications Special Theme: Interdisciplinary Recontextualization of NLP</pre><div class="alert alert-warning"> Last updated by <a href="/researcher/1">Dou Sun</a> in 2025-03-02</div> </div> </div>  <div class="portlet" id="yw2"> <div class="portlet-decoration"> <div class="portlet-title"><i class="icon icon-thumbs-up"></i> Best Papers</div> </div> <div class="portlet-content"> <div id="yw3" class="grid-view"> <table class="table table-hover table-striped table-bordered table-condensed"> <thead> <tr> <th id="yw3_c0">Year</th><th id="yw3_c1">Best Papers</th></tr> </thead> <tbody> <tr class="odd"> <td>2019</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Specializing+Word+Embeddings+%28for+Parsing%29+by+Information+Bottleneck">Specializing Word Embeddings (for Parsing) by Information Bottleneck</a></td></tr> <tr class="even"> <td>2018</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Linguistically-Informed+Self-Attention+for+Semantic+Role+Labeling">Linguistically-Informed Self-Attention for Semantic Role Labeling</a></td></tr> <tr class="odd"> <td>2017</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Men+Also+Like+Shopping%3A+Reducing+Gender+Bias+Amplification+using+Corpus-level+Constraints">Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints</a></td></tr> <tr class="even"> <td>2017</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Depression+and+Self-Harm+Risk+Assessment+in+Online+Forums">Depression and Self-Harm Risk Assessment in Online Forums</a></td></tr> <tr class="odd"> <td>2016</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Global+Neural+CCG+Parsing+with+Optimality+Guarantees">Global Neural CCG Parsing with Optimality Guarantees</a></td></tr> <tr class="even"> <td>2016</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Improving+Information+Extraction+by+Acquiring+External+Evidence+with+Reinforcement+Learning">Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning</a></td></tr> <tr class="odd"> <td>2015</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Semantically+Conditioned+LSTM-based+Natural+Language+Generation+for+Spoken+Dialogue+Systems">Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems</a></td></tr> <tr class="even"> <td>2015</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Broad-coverage+CCG+Semantic+Parsing+with+AMR">Broad-coverage CCG Semantic Parsing with AMR</a></td></tr> <tr class="odd"> <td>2014</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Modeling+Biological+Processes+for+Reading+Comprehension">Modeling Biological Processes for Reading Comprehension</a></td></tr> <tr class="even"> <td>2013</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Breaking+Out+of+Local+Optima+with+Count+Transforms+and+Model+Recombination%3A+A+Study+in+Grammar+Induction">Breaking Out of Local Optima with Count Transforms and Model Recombination: A Study in Grammar Induction</a></td></tr> </tbody> </table><div class="pager">Go to page: <ul id="yw4" class="yiiPager"><li class="first hidden"><a href="/conference/424"><< First</a></li> <li class="previous hidden"><a href="/conference/424">< Previous</a></li> <li class="page selected"><a href="/conference/424">1</a></li> <li class="page"><a href="/conference/424?page=2">2</a></li> <li class="next"><a href="/conference/424?page=2">Next ></a></li> <li class="last"><a href="/conference/424?page=2">Last >></a></li></ul></div><div class="keys" style="display:none" 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class="keys" style="display:none" title="/conference/424"><span>56</span><span>511</span><span>743</span><span>428</span><span>638</span><span>991</span><span>17</span><span>18</span><span>918</span><span>961</span></div> </div></div> </div> </div> <div class="portlet" id="yw11"> <div class="portlet-decoration"> <div class="portlet-title"><i class="icon icon-eye-open"></i> Recommendation</div> </div> <div class="portlet-content"> <div align="center"> <script async src="//pagead2.googlesyndication.com/pagead/js/adsbygoogle.js"></script>  <ins class="adsbygoogle" style="display:block" data-ad-client="ca-pub-6743617430731451" data-ad-slot="1870704128" data-ad-format="autorelaxed"></ins> <script> (adsbygoogle = window.adsbygoogle || []).push({}); </script> </div> </div> </div> </div> <div class="span2 hidden-phone"> <div class="sidebar-nav"> <ul id="yw12"> <li><a href="http://www.myhuiban.com/conference/track/id/424"><i class="icon icon-plus"></i>   Track It <span class="badge 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title="/conference/424"><span>71664</span><span>68072</span><span>71387</span><span>70932</span><span>52894</span><span>70058</span><span>69019</span><span>67484</span><span>63467</span><span>65526</span><span>56330</span><span>64399</span><span>64397</span><span>43662</span><span>47020</span><span>11251</span><span>6187</span><span>59644</span><span>59470</span><span>59396</span><span>56250</span><span>59003</span><span>58614</span><span>58586</span><span>58424</span><span>35081</span><span>43668</span><span>32663</span><span>56970</span><span>55989</span><span>55884</span><span>55221</span><span>45839</span><span>53536</span><span>52871</span><span>51748</span><span>48814</span><span>36844</span><span>50295</span><span>28680</span><span>18685</span><span>50264</span><span>49903</span><span>38382</span><span>48857</span><span>40581</span><span>33301</span><span>48360</span><span>48442</span><span>48418</span><span>43588</span><span>34527</span><span>39642</span><span>32005</span><span>40043</span><span>35798</span><span>47044</span><span>46819</span><span>46358</span><span>37212</span><span>40624</span><span>45923</span><span>46091</span><span>45578</span><span>45808</span><span>45432</span><span>42071</span><span>45174</span><span>45164</span><span>21739</span><span>11119</span><span>38377</span><span>44234</span><span>20182</span><span>25876</span><span>42941</span><span>42861</span><span>42669</span><span>42462</span><span>42437</span><span>41931</span><span>41479</span><span>41209</span><span>24687</span><span>41134</span><span>40930</span><span>40885</span><span>40191</span><span>39496</span><span>27937</span><span>38582</span><span>21409</span><span>37901</span><span>35287</span><span>5296</span><span>27780</span><span>14037</span><span>33415</span><span>37067</span><span>33294</span></div> 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(11)</a></td><td>2019</td></tr> <tr class="odd"> <td><a href="/researcher/20385">Wang Xiu (50)</a></td><td>2019</td></tr> <tr class="even"> <td><a href="/researcher/20104">Jianfeng Shangguan (48)</a></td><td>2019</td></tr> <tr class="odd"> <td><a href="/researcher/19302">Doron Yu (104)</a></td><td>2019</td></tr> <tr class="even"> <td><a href="/researcher/17670">Jun Ni (1050)</a></td><td>2019</td></tr> <tr class="odd"> <td><a href="/researcher/10540">Zhao Di (1101)</a></td><td>2017</td></tr> <tr class="even"> <td><a href="/researcher/12295">Anyue Zhao (45)</a></td><td>2017</td></tr> <tr class="odd"> <td><a href="/researcher/6553">Yu Yu (254)</a></td><td>2017</td></tr> </tbody> </table><div class="keys" style="display:none" title="/conference/424"><span>25008</span><span>42861</span><span>64397</span><span>52835</span><span>58614</span><span>30014</span><span>42178</span><span>36844</span><span>49903</span><span>40043</span><span>45012</span><span>42941</span><span>42437</span><span>155</span><span>18116</span><span>16587</span><span>30350</span><span>26060</span><span>24588</span><span>21055</span><span>22541</span><span>22524</span><span>22519</span><span>22499</span><span>20335</span><span>13304</span><span>20819</span><span>20760</span><span>6670</span><span>20542</span><span>20385</span><span>20104</span><span>19302</span><span>17670</span><span>10540</span><span>12295</span><span>6553</span></div> </div> <div class="portlet" id="yw17"> <div class="portlet-decoration"> <div class="portlet-title"><i class="icon icon-gift"></i> Advertisment</div> </div> <div class="portlet-content"> <div align="center"> <div id="12717-20"><script src="//ads.themoneytizer.com/s/gen.js?type=20"></script><script 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