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ACL 2025 has a goal of a diverse technical program—in addition to traditional research results, papers may contribute negative findings, survey an area, announce the creation of a new resource, argue a position, report novel linguistic insights derived using existing computational techniques, and reproduce, or fail to reproduce, previous results. As in recent years, some of the presentations at the conference will be of papers accepted by the Transactions of the ACL (TACL) and by the Computational Linguistics (CL) journals. Papers submitted to ACL 2025, but not selected for the main conference, will also automatically be considered for publication in the Findings of the Association of Computational Linguistics. Paper Submission Information Papers may be submitted to the ARR 2025 February cycle. Papers that have received reviews and a meta-review from ARR (whether from the ARR 2025 February cycle or an earlier ARR cycle) may be committed to ACL 2025 via the conference commitment site (TBA). Submission Topics ACL 2025 aims to have a broad technical program. Relevant topics for the conference include, but are not limited to, the following areas (in alphabetical order): Computational Social Science and Cultural Analytics Dialogue and Interactive Systems Discourse and Pragmatics Efficient/Low-Resource Methods for NLP Ethics, Bias, and Fairness Generation Information Extraction Information Retrieval and Text Mining Interpretability and Analysis of Models for NLP Language Modeling Linguistic theories, Cognitive Modeling and Psycholinguistics Machine Learning for NLP Machine Translation Multilinguality and Language Diversity Multimodality and Language Grounding to Vision, Robotics and Beyond NLP Applications Phonology, Morphology and Word Segmentation Question Answering Resources and Evaluation Semantics: Lexical and Sentence-Level Sentiment Analysis, Stylistic Analysis, and Argument Mining Speech recognition, text-to-speech and spoken language understanding Summarization Syntax: Tagging, Chunking and Parsing Special Theme: Generalization of NLP Models</pre><div class="alert alert-warning"> Last updated by <a href="/researcher/1">Dou Sun</a> in 2024-11-02</div> </div> </div>  <div class="portlet" id="yw2"> <div class="portlet-decoration"> <div class="portlet-title"><i class="icon icon-signal"></i> Acceptance Ratio</div> </div> <div class="portlet-content"> <div class="row-fluid"> <div class="span8"> <div id="placeholder" style="height:240px"></div> <script type="text/javascript"> $(function() { var data = [ ['2012', 25.7], ['2013', 26.3], ['2014', 19.6] ]; var ticks = [ ['2012', '2012'], ['2013', '2013'], ['2014', '2014'] ]; $.plot("#placeholder", [ data ], { series: { bars: { show: true, barWidth: 0.6, align: "center" } }, xaxis: { ticks: ticks, tickLength: 0 }, yaxis: { max: 100, tickFormatter: function (v, axis) { return v + "%"; } } }); }); </script> </div> <div class="span4"> <div style="height:240px;overflow:scroll"> <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">Submitted</th><th id="yw3_c2">Accepted</th><th id="yw3_c3">Accepted(%)</th></tr> </thead> <tbody> <tr class="odd"> <td>2014</td><td>571</td><td>112</td><td>19.6%</td></tr> <tr class="even"> <td>2013</td><td>662</td><td>174</td><td>26.3%</td></tr> <tr class="odd"> <td>2012</td><td>572</td><td>147</td><td>25.7%</td></tr> </tbody> </table><div class="keys" style="display:none" title="/conference/411"><span>3121</span><span>3122</span><span>3123</span></div> </div></div> </div> </div> </div> </div> <div class="portlet" id="yw4"> <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="yw5" class="grid-view"> <table class="table table-hover table-striped table-bordered table-condensed"> <thead> <tr> <th id="yw5_c0">Year</th><th id="yw5_c1">Best Papers</th></tr> </thead> <tbody> <tr class="odd"> <td>2023</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=From+Pretraining+Data+to+Language+Models+to+Downstream+Tasks%3A+Tracking+the+Trails+of+Political+Biases+Leading+to+Unfair+NLP+Models">From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models</a></td></tr> <tr class="even"> <td>2023</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=What+the+DAAM%3A+Interpreting+Stable+Diffusion+Using+Cross+Attention">What the DAAM: Interpreting Stable Diffusion Using Cross Attention</a></td></tr> <tr class="odd"> <td>2023</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Do+Androids+Laugh+at+Electric+Sheep%3F+Humor+%22Understanding%22+Benchmarks+from+The+New+Yorker+Caption+Contest">Do Androids Laugh at Electric Sheep? Humor "Understanding" Benchmarks from The New Yorker Caption Contest</a></td></tr> <tr class="even"> <td>2022</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=KinyaBERT%3A+a+Morphology-aware+Kinyarwanda+Language+Model">KinyaBERT: a Morphology-aware Kinyarwanda Language Model</a></td></tr> <tr class="odd"> <td>2022</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=DiBiMT%3A+A+Novel+Benchmark+for+Measuring+Word+Sense+Disambiguation+Biases+in+Machine+Translation">DiBiMT: A Novel Benchmark for Measuring Word Sense Disambiguation Biases in Machine Translation</a></td></tr> <tr class="even"> <td>2022</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Requirements+and+Motivations+of+Low-Resource+Speech+Synthesis+for+Language+Revitalization">Requirements and Motivations of Low-Resource Speech Synthesis for Language Revitalization</a></td></tr> <tr class="odd"> <td>2022</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Learned+Incremental+Representations+for+Parsing">Learned Incremental Representations for Parsing</a></td></tr> <tr class="even"> <td>2021</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Vocabulary+Learning+via+Optimal+Transport+for+Neural+Machine+Translation">Vocabulary Learning via Optimal Transport for Neural Machine Translation</a></td></tr> <tr class="odd"> <td>2020</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Beyond+Accuracy%3A+Behavioral+Testing+of+NLP+models+with+Checklist">Beyond Accuracy: Behavioral Testing of NLP models with Checklist</a></td></tr> <tr class="even"> <td>2019</td><td><a target="_blank" href="http://scholar.google.com/scholar?q=Bridging+the+Gap+between+Training+and+Inference+for+Neural+Machine+Translation">Bridging the Gap between Training and Inference for Neural Machine Translation</a></td></tr> </tbody> </table><div class="pager">Go to page: <ul id="yw6" 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on Design Science Research in Information Systems and Technology</a></td><td> </td><td>2017-05-30</td></tr> <tr class="odd"> <td>ICICEE</td><td><a href="/conference/3494">International Conference on Industrial Control and Electronics Engineering</a></td><td>2020-05-05</td><td>2020-05-16</td></tr> <tr class="even"> <td>ICIT</td><td><a href="/conference/743">International Conference on Industrial Technology</a></td><td>2024-11-30</td><td>2025-03-26</td></tr> </tbody> </table><div class="keys" style="display:none" title="/conference/411"><span>2363</span><span>3244</span><span>4757</span><span>421</span><span>3708</span><span>170</span><span>1134</span><span>2399</span><span>3494</span><span>743</span></div> </div></div> </div> </div> <div class="portlet" id="yw10"> <div class="portlet-decoration"> <div class="portlet-title"><i class="icon icon-file"></i> Related Journals</div> </div> <div class="portlet-content"> <div class="hidden-phone"> <div id="yw11" class="grid-view"> <table class="table table-hover table-striped table-bordered table-condensed"> <thead> <tr> <th id="yw11_c0">CCF</th><th id="yw11_c1">Full Name</th><th id="yw11_c2">Impact Factor</th><th id="yw11_c3">Publisher</th><th id="yw11_c4">ISSN</th></tr> </thead> <tbody> <tr class="odd"> <td><span class="badge badge-warning">b</span></td><td><a href="/journal/184">IEEE Transactions on Fuzzy Systems</a></td><td>11.90</td><td>IEEE</td><td>1063-6706 </td></tr> <tr class="even"> <td></td><td><a href="/journal/304">International Journal of Cyber-Security and Digital Forensics</a></td><td> </td><td>SDIWC</td><td>2305-0012</td></tr> <tr class="odd"> <td><span class="badge badge-warning">c</span></td><td><a href="/journal/130">International Journal of Intelligent Systems</a></td><td> </td><td>John Wiley & Sons, Ltd</td><td>1098-111X</td></tr> <tr class="even"> <td></td><td><a href="/journal/334">Chinese Journal of Electronics</a></td><td> </td><td>CIE</td><td>1022-4653</td></tr> <tr class="odd"> <td></td><td><a href="/journal/911">International Journal of Mobile Learning and Organisation</a></td><td></td><td>Inderscience</td><td>1746-725X</td></tr> <tr class="even"> <td><span class="badge badge-warning">b</span></td><td><a href="/journal/192">Journal of Automated Reasoning</a></td><td>0.900</td><td>Springer</td><td>0168-7433</td></tr> <tr class="odd"> <td></td><td><a href="/journal/764">Engineering</a></td><td>10.10</td><td>Elsevier</td><td>2095-8099</td></tr> <tr class="even"> <td><span class="badge badge-warning">b</span></td><td><a href="/journal/21">Performance Evaluation</a></td><td>1.000</td><td>Elsevier</td><td>0166-5316</td></tr> <tr class="odd"> <td></td><td><a href="/journal/546">Studia Logica</a></td><td>0.600</td><td>Springer</td><td>0039-3215</td></tr> <tr class="even"> <td><span class="badge badge-warning">c</span></td><td><a href="/journal/42">Computer Communications</a></td><td>4.500</td><td>Elsevier</td><td>0140-3664</td></tr> </tbody> </table><div class="keys" style="display:none" title="/conference/411"><span>184</span><span>304</span><span>130</span><span>334</span><span>911</span><span>192</span><span>764</span><span>21</span><span>546</span><span>42</span></div> </div></div> <div class="visible-phone"> <div id="yw12" class="grid-view"> <table class="table table-hover table-striped table-bordered table-condensed"> <thead> <tr> <th id="yw12_c0">Full Name</th><th id="yw12_c1">Impact Factor</th><th id="yw12_c2">Publisher</th></tr> </thead> <tbody> <tr class="odd"> <td><a href="/journal/184">IEEE Transactions on Fuzzy Systems</a></td><td>11.90</td><td>IEEE</td></tr> <tr class="even"> <td><a href="/journal/304">International Journal of Cyber-Security and Digital Forensics</a></td><td> </td><td>SDIWC</td></tr> <tr class="odd"> <td><a href="/journal/130">International Journal of Intelligent Systems</a></td><td> </td><td>John Wiley & Sons, Ltd</td></tr> <tr class="even"> <td><a href="/journal/334">Chinese Journal of Electronics</a></td><td> </td><td>CIE</td></tr> <tr class="odd"> <td><a href="/journal/911">International Journal of Mobile Learning and Organisation</a></td><td></td><td>Inderscience</td></tr> <tr class="even"> <td><a href="/journal/192">Journal of Automated Reasoning</a></td><td>0.900</td><td>Springer</td></tr> <tr class="odd"> <td><a href="/journal/764">Engineering</a></td><td>10.10</td><td>Elsevier</td></tr> <tr class="even"> <td><a href="/journal/21">Performance Evaluation</a></td><td>1.000</td><td>Elsevier</td></tr> <tr class="odd"> <td><a href="/journal/546">Studia Logica</a></td><td>0.600</td><td>Springer</td></tr> <tr class="even"> <td><a href="/journal/42">Computer Communications</a></td><td>4.500</td><td>Elsevier</td></tr> </tbody> </table><div class="keys" style="display:none" title="/conference/411"><span>184</span><span>304</span><span>130</span><span>334</span><span>911</span><span>192</span><span>764</span><span>21</span><span>546</span><span>42</span></div> 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title="/conference/411"><span>70932</span><span>54003</span><span>51133</span><span>52894</span><span>41524</span><span>70002</span><span>70058</span><span>69994</span><span>23757</span><span>69789</span><span>69019</span><span>68201</span><span>44062</span><span>26851</span><span>66898</span><span>23963</span><span>534</span><span>26330</span><span>64399</span><span>8850</span><span>46132</span><span>22388</span><span>60304</span><span>62193</span><span>40320</span><span>58586</span><span>11251</span><span>6187</span><span>49593</span><span>60442</span><span>48004</span><span>59470</span><span>59396</span><span>56250</span><span>43668</span><span>57753</span><span>56970</span><span>26772</span><span>39897</span><span>31937</span><span>52716</span><span>45839</span><span>50652</span><span>48814</span><span>52828</span><span>53536</span><span>38790</span><span>52871</span><span>52836</span><span>51748</span><span>10333</span><span>37060</span><span>36844</span><span>50295</span><span>50264</span><span>50330</span><span>50036</span><span>38382</span><span>49850</span><span>49786</span><span>48857</span><span>40581</span><span>48495</span><span>34527</span><span>45564</span><span>46358</span><span>34730</span><span>45923</span><span>45432</span><span>42071</span><span>45174</span><span>45164</span><span>21739</span><span>44817</span><span>38377</span><span>44064</span><span>44234</span><span>44222</span><span>20182</span><span>32663</span><span>43581</span><span>42861</span><span>42669</span><span>42660</span><span>42552</span><span>42462</span><span>41931</span><span>41479</span><span>41209</span><span>37303</span><span>24687</span><span>40958</span><span>40930</span><span>40885</span><span>40191</span><span>18092</span><span>39496</span><span>39710</span><span>27937</span><span>30130</span></div> </div> <div id="yw17" class="grid-view"> <table class="table table-hover table-striped table-bordered table-condensed"> <thead> <tr> <th id="yw17_c0">Attender</th><th id="yw17_c1">Year</th></tr> </thead> <tbody> <tr class="odd"> <td><a href="/researcher/54003">Guofan Liu (124)</a></td><td>2025</td></tr> <tr class="even"> <td><a href="/researcher/23757">Na Ren (3063)</a></td><td>2025</td></tr> <tr class="odd"> <td><a href="/researcher/42861">Haochen Li (203)</a></td><td>2024</td></tr> <tr class="even"> <td><a href="/researcher/11900">Hua Yang (4898)</a></td><td>2023</td></tr> <tr class="odd"> <td><a href="/researcher/60304">Qinhong Lin (14)</a></td><td>2023</td></tr> <tr class="even"> <td><a href="/researcher/38790">伟强 Jin (3335)</a></td><td>2021</td></tr> <tr class="odd"> <td><a href="/researcher/37060">Feng Liu (3780)</a></td><td>2021</td></tr> <tr class="even"> <td><a href="/researcher/36844">Nuo Chen (142)</a></td><td>2021</td></tr> <tr class="odd"> <td><a href="/researcher/42669">Xianpeng Yuan (170)</a></td><td>2021</td></tr> <tr class="even"> <td><a href="/researcher/30014">Dou Hu (1409)</a></td><td>2021</td></tr> <tr class="odd"> <td><a href="/researcher/24588">Bo Zhang (199)</a></td><td>2021</td></tr> <tr class="even"> <td><a href="/researcher/34591">Chengcheng Han (290)</a></td><td>2021</td></tr> <tr class="odd"> <td><a href="/researcher/27452">Jiale Yuan (40)</a></td><td>2021</td></tr> <tr class="even"> <td><a href="/researcher/35099">Yining Chen (40)</a></td><td>2021</td></tr> <tr class="odd"> <td><a href="/researcher/33353">Qi-zhu Dai (243)</a></td><td>2021</td></tr> <tr class="even"> <td><a href="/researcher/1067">Yujiu Yang (3290)</a></td><td>2021</td></tr> <tr class="odd"> <td><a href="/researcher/32453">GUOQING LUO (17)</a></td><td>2020</td></tr> <tr class="even"> <td><a href="/researcher/32339">Zeming Liu (36)</a></td><td>2020</td></tr> <tr class="odd"> <td><a href="/researcher/30623">Mengqi Yan (156)</a></td><td>2020</td></tr> <tr class="even"> <td><a href="/researcher/30146">Wang Yuyang (195)</a></td><td>2020</td></tr> <tr class="odd"> <td><a href="/researcher/19987">Maxwell Nee (2865)</a></td><td>2020</td></tr> <tr class="even"> <td><a href="/researcher/27771">Kang Zhou (1943)</a></td><td>2020</td></tr> <tr class="odd"> <td><a href="/researcher/27420">Xinyong Tie (6)</a></td><td>2020</td></tr> <tr class="even"> <td><a href="/researcher/24141">Luo Yali (1003)</a></td><td>2020</td></tr> <tr class="odd"> <td><a href="/researcher/24746">Jingyang Li (259)</a></td><td>2020</td></tr> <tr class="even"> <td><a href="/researcher/18116">Chen Qian (239)</a></td><td>2020</td></tr> <tr class="odd"> <td><a href="/researcher/26598">Hao Zhanghao (2)</a></td><td>2020</td></tr> <tr class="even"> <td><a href="/researcher/20146">Wu Wilson (354)</a></td><td>2020</td></tr> <tr class="odd"> <td><a href="/researcher/17255">Xuan Zhang (855)</a></td><td>2019</td></tr> <tr class="even"> <td><a href="/researcher/14965">Qiang Sun (723)</a></td><td>2017</td></tr> <tr class="odd"> <td><a href="/researcher/11983">F Cp (325)</a></td><td>2017</td></tr> <tr class="even"> <td><a href="/researcher/6224">Xu Jingda (159)</a></td><td>2017</td></tr> <tr class="odd"> <td><a href="/researcher/493">Liang Yao (1854)</a></td><td>2015</td></tr> </tbody> </table><div class="keys" style="display:none" title="/conference/411"><span>54003</span><span>23757</span><span>42861</span><span>11900</span><span>60304</span><span>38790</span><span>37060</span><span>36844</span><span>42669</span><span>30014</span><span>24588</span><span>34591</span><span>27452</span><span>35099</span><span>33353</span><span>1067</span><span>32453</span><span>32339</span><span>30623</span><span>30146</span><span>19987</span><span>27771</span><span>27420</span><span>24141</span><span>24746</span><span>18116</span><span>26598</span><span>20146</span><span>17255</span><span>14965</span><span>11983</span><span>6224</span><span>493</span></div> </div> <div class="portlet" id="yw19"> <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 src="//ads.themoneytizer.com/s/requestform.js?siteId=12717&formatId=20" 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