{"id":17,"date":"2022-02-10T14:39:27","date_gmt":"2022-02-10T14:39:27","guid":{"rendered":"https:\/\/www.isi.edu\/research-groups-nlg\/?page_id=17"},"modified":"2025-07-14T19:28:09","modified_gmt":"2025-07-14T19:28:09","slug":"publications","status":"publish","type":"page","link":"https:\/\/www.isi.edu\/research-groups-nlg\/research\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n\n\t<a onclick=\"topFunction()\" id=\"toTop\" aria-label=\"Go to top\">\n<\/a>\n    <label for=\"publications\"><strong>View publications from<\/strong><\/label>\n    <select name=\"publications\" id=\"publications\" onchange=\"selectYear()\">\n        <option value=\"2025\">2025<\/option>\n        <option value=\"2024\">2024<\/option>\n        <option value=\"2023\">2023<\/option>\n        <option value=\"2022\">2022<\/option>\n        <option value=\"2021\">2021<\/option>\n        <option value=\"2020\">2020<\/option>\n        <option value=\"2019\">2019<\/option>\n        <option value=\"2018\">2018<\/option>\n        <option value=\"2017\">2017<\/option>\n        <option value=\"2016\">2016<\/option>\n        <option value=\"2015\">2015<\/option>\n    <\/select>\n            <p>&#8220;<a href=\"https:\/\/arxiv.org\/abs\/2409.12832\" target=\"_blank\" rel=\"noopener\">FoodPuzzle: Toward Developing Large Language Models as Autonomous Flavor Scientists<\/a>&#8221; (T. Huang, D. Lee, J. Sweeney, J. Shi, E. Steliotes, M. Lange, J. May, M. Chen), Proc. KDD, 2025.<\/p>\n            <p>&#8220;<a href=\"https:\/\/arxiv.org\/abs\/2501.12485\" target=\"_blank\" rel=\"noopener\">R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory<\/a>&#8221; (T. Huang, K. Basu, I. Abdelaziz, P. Kapanipathi, J. May, M. Chen), Proc. ACL, 2025. <\/p>\n            <p>&#8220;<a href=\"https:\/\/arxiv.org\/abs\/2410.13098\" target=\"_blank\" rel=\"noopener\">A Little Human Data Goes A Long Way<\/a>&#8221; (D. Ashok, J. May), Proc. ACL, 2025.<\/p>\n            <p>&#8220;<a href=\"https:\/\/arxiv.org\/abs\/2411.13779\" target=\"_blank\" rel=\"noopener\">NewsInterview: a Dataset and a Playground to Evaluate LLMs&#8217; Ground Gap via Informational Interviews<\/a>&#8221; (A. Spangher, M. Lu, S. Kalyan, H. Cho, T. Huang, W. Shi, J. May), Proc. ACL, 2025.<\/p>\n            <p>&#8220;<strong>Can Vision Language Models Understand Mimes?<\/strong>&#8221; (H. Cho, S. Lin, T. Srinivasan, M. Saxon, D. Kwon, N. Chavez, J. May), Findings of ACL, 2025.<\/p>\n            <p>&#8220;<strong>The Million Authors Corpus: A Cross-Lingual and Cross-Domain Wikipedia Dataset for Authorship Verification<\/strong>&#8221; (A. Israeli, S. Liu, J. May, D. Jurgens), Findings of ACL, 2025.<\/p>\n            <p><strong>&#8220;Should I Trust You? Detecting Deception in Negotiations using Counterfactual RL&#8221;<\/strong> (W. Wongkamjan, Y. Wang, F. Gu, D. Peskoff, J. Kummerfeld, J. May, J. Boyd-Graber), Findings of ACL, 2025.<\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2025.naacl-short.6\/\" target=\"_blank\" rel=\"noopener\">Personalized Help for Optimizing Low-Skilled Users&#8217; Strategy<\/a>&#8221; (F. Gu, W. Wongkamjan, J. Boyd-Graber, J. Kummerfeld, D. Peskoff, J. May), Proc. NAACL, 2025.<\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2025.naacl-long.135\/\" target=\"_blank\" rel=\"noopener\">Style Transfer with Multi-iteration Preference Optimization<\/a>&#8221; (S. Liu,  J. May), Proc. NAACL, 2025.<\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2025.findings-naacl.326\/\" target=\"_blank\" rel=\"noopener\">Tuning-Free Personalized Alignment via Trial-Error-Explain In-Context Learning<\/a>&#8221; (H. Cho, K. Sharma, N. Jedema, L. Ribeiro, J. May, A. Moschitti), Findings of NAACL, 2025. <\/p>\n            <p>&#8220;<a href=\"https:\/\/dl.acm.org\/doi\/10.1007\/978-3-031-88708-6_7\" target=\"_blank\" rel=\"noopener\">Token Pruning Optimization for Efficient Dense Retrieval with Multi-Vector Representations<\/a>&#8221; (S. He, M. Al-Darabsah, S. Nair, J. May, T. Agarwal, T. Yang, C. Teo), Proc. ECIR, 2025.  <\/p>\n            <p>&#8220;<a href=\"https:\/\/associationforjewishstudies.org\/docs\/default-source\/ajs-perspectives\/ajs_perspectives-ai-issue-web.pdf?sfvrsn=cbfcbc5c_3&#038;sfvrsn=cbfcbc5c_3\" target=\"_blank\" rel=\"noopener\">We Can Have AI Without Antisemitism&#8212;If We Want It<\/a>&#8221; (J. May, V. Felkner, J. Thompson), AJS Perspectives. Summer, 2024.<\/p>\n            <p>&#8220;<a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3626772.3657812\" target=\"_blank\" rel=\"noopener\">Multilingual Meta-Distillation Alignment for Semantic Retrieval<\/a>&#8221; (M. M&#8217;hamdi, J. May, F. Dernoncourt, T. Bui, and S. Yoon), Proc. SIGIR, 2024. <\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2024.acl-long.763\/\" target=\"_blank\" rel=\"noopener\">Tracking the Newsworthiness of Public Documents<\/a>&#8221; (A. Spangher, S. Tumgoren, B. Welsh, N. Peng, E. Ferrara, J. May), Proc. ACL, 2024. <\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2024.acl-long.760\/\" target=\"_blank\" rel=\"noopener\">GPT is Not an Annotator: The Necessity of Human Annotation in Fairness Benchmark Construction<\/a>&#8221; (V. Felkner, J. Thompson, J. May), Proc. ACL, 2024. <\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2024.acl-long.672\/\" target=\"_blank\" rel=\"noopener\">More Victories, Less Cooperation: Assessing Cicero&#8217;s Diplomacy Play<\/a>&#8221; (W. Wongkamjan, F. Gu, Y. Wang, U. Hermjakob, J. May, B. Stewart, J. Kummerfeld, D. Peskoff, J. Boyd-Graber), Proc. ACL, 2024.<\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2024.acl-demos.11\/\" target=\"_blank\" rel=\"noopener\">BotEval: Facilitating Interactive Human Evaluation<\/a>&#8221; (H. Cho, T. Gowda, Y. Huang, Z. Lu, T. Tong, J. May), Proc. ACL Demo Sessions, 2024. <\/p>\n            <p>&#8220;<a href=\"https:\/\/arxiv.org\/abs\/2404.08801\" target=\"_blank\" rel=\"noopener\">Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length<\/a>&#8221; (X. Ma, X. Yang, W. Xiong, B. Chen, L. Yu, H. Zhang, J. May, L. Zettlemoyer, O. Levy, C. Zhou), Proc. NeurIPS, 2024. <\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2024.emnlp-main.595\/\" target=\"_blank\" rel=\"noopener\">Speechworthy Instruction-tuned Language Models<\/a>&#8221; (H. Cho, N. Jedema, L. Ribeiro, K. Sharma, P. Szekely, A. Moschitti, R. Janssen, J. May), Proc. EMNLP, 2024.<\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2024.emnlp-main.978\/\" target=\"_blank\" rel=\"noopener\">Are Large Language Models Capable of Generating Human-Level Narratives?<\/a>&#8221; (Y. Tian, T. Huang, M. Liu, D. Jiang, A. Spangher, M. Chen, J. May, N. Peng), Proc. EMNLP, 2024.<strong>Outstanding Paper Award<\/strong><\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2024.findings-emnlp.930\/\" target=\"_blank\" rel=\"noopener\">Explaining Mixtures of Sources in News Articles<\/a>&#8221; (A. Spangher, J. Youn, M. DeButts, N. Peng, E. Ferrara, J. May), Proc. EMNLP, 2024. <\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2024.naacl-long.415\/\" target=\"_blank\" rel=\"noopener\">Can Language Model Moderators Improve the Health of Online Discourse?<\/a>&#8221; (H. Cho, S. Liu, T. Shi, D. Jain, B. Rizk, Y. Huang, Z. Lu, N. Wen, J. Gratch, E. Ferrara, J. May), Proc. NAACL, 2024.<\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2024.naacl-long.432\/\" target=\"_blank\" rel=\"noopener\">Leitner-Guided Memory Replay for Cross-lingual Continual Learning<\/a>&#8221; (M. M&#8217;hamdi, J. May), Proc. NAACL, 2024.<\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2024.naacl-long.472\/\" target=\"_blank\" rel=\"noopener\">LegalDiscourse: Interpreting When Laws Apply and To Whom<\/a>&#8221; (A. Spangher, Z. Xue, T. Wu, M. Hansen, J. May), Proc. NAACL, 2024.<\/p>\n            <p>&#8220;<a href=\"https:\/\/ojs.aaai.org\/index.php\/ICWSM\/article\/view\/31335\" target=\"_blank\" rel=\"noopener\">CPL-NoViD: Context-Aware Prompt-based Learning for Norm Violation Detection in Online Communities<\/a>&#8221; (Z. He, J. May, K. Lerman), Proc. ICWSM, 2024.<\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2023.emnlp-main.235\/\" target=\"_blank\" rel=\"noopener\">Continual Dialogue State Tracking via Example-Guided Question Answering<\/a>&#8221; (H.Cho, A. Madotto, A, Z. Lin, K. Chandu, S. Kottur,  J. Xu, J. May,  C. Sankar), Proc. EMNLP, 2023.<\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2023.emnlp-main.55\/\" target=\"_blank\" rel=\"noopener\">Analyzing Norm Violations in Live-Stream Chat<\/a>&#8221; (J.Moon, D. Lee, H. Cho, W. Jin, C. Park, M. Kim, J. May, J. Pujara), Proc. EMNLP, 2023.<\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2023.emnlp-main.221\" target=\"_blank\" rel=\"noopener\">Identifying Informational Sources in News Articles<\/a>&#8221; (A. Spangher, N. Peng, E. Ferrara, J. May), Proc. EMNLP, 2023.<\/p>\n            <p>&#8220;<a href=\"https:\/\/doi.org\/10.1007\/978-3-031-43129-6_9\" target=\"_blank\" rel=\"noopener\">Feedback Loops and Complex Dynamics of Harmful Speech in Online Discussions<\/a>&#8221; (R.Chang, J. May, K. Lerman), Proc. SBP-BRiMS, 2023.<\/p>\n            <p>&#8220;<a href=\"https:\/\/arxiv.org\/abs\/2212.00339\" target=\"_blank\" rel=\"noopener\">Anger Breeds Controversy: Analyzing Controversy and\u00ac\u2020Emotions on\u00ac\u2020Reddit<\/a>&#8221; (K.Chen, Z. He, R.Chang, J.May, K. Lerman), Journal Article. Springer Nature Switzerland: Social, Cultural, and Behavioral Modeling, pages 44-53, 2023.<\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2023.emnlp-main.66.pdf\" target=\"_blank\" rel=\"noopener\">Look-back Decoding for Open-Ended Text Generation<\/a>&#8221;  (N. Xu, C. Zhou, A. Celikyilmaz, X. Ma), Proc. EMNLP, 2023. <i>*Outstanding Paper Award<\/i><\/p>\n<p>&#8220;<a href=\"https:\/\/aclanthology.org\/2023.emnlp-main.943.pdf\" target=\"_blank\" rel=\"noopener\">Challenges in Context-Aware Neural Machine Translation<\/a>&#8221; (L. Jin, J. He, J. May, X. Ma), Proc. EMNLP, 2023<\/p>\n<p>&#8220;<a href=\"https:\/\/proceedings.neurips.cc\/paper_files\/paper\/2023\/file\/ac662d74829e4407ce1d126477f4a03a-Paper-Conference.pdf\" target=\"_blank\" rel=\"noopener\">LIMA: Less is More for Alignment<\/a>&#8221; (C. Zhou, P. Liu, P. Xu, S. Iyer, J. Sun, Y. Mao, X. Ma, A. Efrat, P. Yu, Lili Yu, S. Zhang, G. Ghosh, M. Lewis, L. Zettlemoyer, O. Levy, X. Ma), Proc. NeurIPS, 2023.<\/p>\n<p>&#8220;<strong>First Steps Towards a Source Recommendation Engine: Investigating How Sources Are Used in News Articles<\/strong>&#8221; (A. Spangher, J. Youn, J. May, N. Peng), Proc. The Joint Computation + Journalism European Data &#038; Computational Journalism Conference, 2023.<\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2023.acl-long.217\/\">Cross-lingual Continual Learning<\/a>&#8221; (M. M&#8217;hamdi, X. Ren, J. May), Proc. ACL, 2023.<\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2023.acl-long.507\/\" target=\"_blank\" rel=\"noopener\">WinoQueer: A Community-in-the-Loop Benchmark for Anti-LGBTQ+ Bias in Large Language Models<\/a>&#8221; (V. Felkner, H. Chang, E. Jang, J. May), Proc. ACL, 2023.<\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2023.acl-long.468\/\" target=\"_blank\" rel=\"noopener\">RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation<\/a>&#8221;&nbsp;(S. Liu, H. Cho, M. Freedman, X. Ma, J. May), Proc. ACL, 2023.<\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2023.findings-acl.737\/\" target=\"_blank\" rel=\"noopener\">Know Where You&#8217;re Going: Meta-Learning for Parameter-Efficient Fine-Tuning<\/a>&#8221; (M. Gheini, X. Ma, J. May), Findings. ACL, 2023.<\/p>\n            <p>&#8220;<a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3543873.3587629\" target=\"_blank\" rel=\"noopener\">Blend and Match: Distilling Semantic Search Models with Different Inductive Biases and Model Architectures<\/a>&#8221; (H. Bonab, A. Joshi, R. Bhatia, A. Gandhi, V. Huddar, J. Naik, M. Al-Darabsah, C. Teo, J. May, T. Agarwal, V. Petricek), Proc. The 2nd Workshop on Interactive and Scalable Information Retrieval Methods for eCommerce (ISIR-eCom), 2023.<\/p>\n            <p>&#8220;<a href=\"https:\/\/openreview.net\/forum?id=qNLe3iq2El\" target=\"_blank\" rel=\"noopener\">Mega: Moving Average Equipped Gated Attention<\/a>&#8221; (X. Ma, C. Zhou, X. Kong, J. He, L. Gui, G. Neubig, J. May, L. Zettlemoyer), Proc. ICLR, 2023.<\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2023.findings-eacl.57\/\" target=\"_blank\" rel=\"noopener\">Bridging the Gap between Native Text and Translated Text through Adversarial Learning: A Case Study on Cross-Lingual Event Extraction<\/a>&#8221; (P. Yu, J. May, H. Ji), Findings. EACL, 2023.<\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2022.emnlp-main.230\/\">Machine Translation Robustness to Natural Asemantic Variation<\/a>&#8221; (J. Bremerman, X. Ren, J. May), Proc. EMNLP, 2022.<\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2022.emnlp-main.44\/\">Segmenting Numerical Substitution Ciphers<\/a>&#8221; (N. Aldarrab, J. May), Proc. EMNLP, 2022.<\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2022.findings-emnlp.391\/\">Know Thy Strengths: Comprehensive Dialogue State Tracking Diagnostics<\/a>&#8221; (H. Cho, C. Sankar, C. Lin, K. R. Sadagopan, S. Shayandeh, A. Celikyilmaz, J. May, A. Beirami), Findings of EMNLP. 2022.<\/p>\n            <p>&#8220;<a href=\"https:\/\/aclanthology.org\/2022.findings-emnlp.432\/\">Investigating the Benefits of Free-Form Rationales<\/a>&#8221; (J. Sun, S. Swayamdipta, J. May, X. Ma) Findings of EMNLP, 2022.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/2206.11484\">&#8220;Towards WinoQueer: Developing a Benchmark for Anti-Queer Bias in Large Language Models&#8221;<\/a>(V. Felkner, H. Chang, E. Jang, J. May),&nbsp;Proc. NAACL&nbsp;Workshop,&nbsp;2022.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/peng2022controllable\/\">&#8220;Controllable Text Generation for Open-Domain Creativity and Fairness&#8221;<\/a>&nbsp;(N. Peng), Proc. IJCAI, 2022.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/spangher2022news\/\">&#8220;News Edits: A News Article Revision Dataset and a Novel Document-Level Reasoning Challenge&#8221;<\/a>&nbsp;(A. Spangher, X. Ren, J. May,&nbsp;N. Peng), Proc. NAACL, 2022. (*Outstanding Paper Award)<\/p>\n            <p><a href=\"https:\/\/aclanthology.org\/2022.deeplo-1.11\/\">&#8220;Building an Event Extractor with Only a Few Examples&#8221;<\/a>&nbsp;(P. Yu, Z. Zhang, C. Voss, J. May, H. Ji), Proc. NAACL Workshop, 2022.<\/p>\n            <p><a href=\"https:\/\/aclanthology.org\/2022.naacl-industry.19\/\">&#8220;Augmenting Training Data for Massive Semantic Matching Models in Low-Traffic E-commerce Stores&#8221;<\/a>&nbsp;(A. Joshi, S. Vishwanath, C. H. Teo, V. Petricek, V. Vishwanathan, R. Bhagat, J. May), Proc. NAACL, 2022.<\/p>\n            <p><a href=\"https:\/\/aclanthology.org\/2022.findings-naacl.50\/\">&#8220;Opponent Modeling in Negotiation Dialogues by Related Data Adaptation&#8221;<\/a>&nbsp;(K. Chawla, G. Lucas, J. May, J. Gratch), Findings of NAACL, 2022.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/tian2022sonnet\/\">&#8220;Zero-Shot Sonnet Generation with Discourse-Level Planning and Aesthetics Features&#8221;<\/a>&nbsp;(Y. Tian, N. Peng), Proc. NAACL, 2022.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/hsu2022degree\/\">&#8220;DEGREE: A Data-Efficient Generative Event Extraction Model&#8221;<\/a>&nbsp;(I-H Hsu, K-H Huang, E. Boschee, S. Miller, P. Natarajan, K-W. Chang, N. Peng), Proc. NAACL, 2022.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/han2022go\/\">&#8220;Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts&#8221;<\/a>&nbsp;(R. Han, H. Chen, Y. Tian, N. Peng), Proc. NAACL, 2022.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/dou2022foam\/\">&#8220;FOAM: A Follower-aware Speaker Model for Vision-and-Language Navigation&#8221;<\/a>&nbsp;(Z-Y. Dou, N. Peng), Proc. NAACL, 2022.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/Mittal2022ambipun\/\">&#8220;AmbiPun: Generating Humorous Puns with Ambiguous Context&#8221;<\/a>&nbsp;(A. Mittal, Y. Tian,&nbsp;&nbsp;N. Peng), Proc. NAACL, 2022.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/malik2022socially\/\">&#8220;Socially Aware Bias Measurements for Hindi Language Representations&#8221;<\/a>&nbsp;(V. Malik, S. Dev, A. Nishi, N. Peng, K-W Chang), Proc. NAACL, 2022.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/dou2022meter\/\">&#8220;An Empirical Study of Training End-to-End Vision-and-Language Transformers&#8221;&nbsp;<\/a>(Z-Y. Dou, Y. Xu, Z. Gan, J. Wang, S. Wang, L. Wang, C. Zhu, P. Zhang, L. Yuan, N. Peng, Z. Liu, M. Zeng), Proc. CVPR, 2022.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/ghazarian2022deam\/\">&#8220;DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations&#8221;<\/a>&nbsp;(S. Ghazarian, N. Wen, A. Galstyan, N. Peng), Proc.&nbsp;ACL, 2022.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/huang2022multilingual\/\">&#8220;Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction&#8221;<\/a>&nbsp;(K-H Huang, I-H Hsu, P. Natarajan, K-W Chang, N. Peng), Proc.&nbsp;ACL, 2022.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/wu2022procedural\/\">&#8220;Understanding Multimodal Procedural Knowledge by Sequencing Multimodal Instructional Manuals&#8221;<\/a>&nbsp;(T-L Wu, A. Spangher, P. Alipoormolabashi, M. Freedman, R. Weischedel, N. Peng), Proc.&nbsp;ACL,&nbsp;2022.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/xu2022fairy\/\">&#8220;Fantastic Questions and Where to Find Them: Fairytale QA-An Authentic Dataset for Narrative Comprehension&#8221;<\/a>&nbsp;(Y. Xu, D. Wang, M. Yu, D. Ritchie, B. Yao, T. Wu, Z. Zhang, T. Jia-Jun Li, N. Bradford, B. Sun, T. Hoang, Y. Sang, Y. Hou, X. Ma, D. Yang, N. Peng, Z. Yu, M. Warschauer), Proc. ACL, 2022.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/harel-canada2022sibyl\/\">&#8220;Sibylvariant Transformations for Robust Text Classification&#8221;&nbsp;<\/a>(F.Y. Harel-Canada, M.A. Gulzar, N. Peng, M. Kim),&nbsp;Findings of ACL, 2022.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/sun2022safe\/\">&#8220;On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark&#8221;<\/a>&nbsp;(H. Sun, G. Xu, J. Deng, J. Cheng, C. Zheng, H. Zhou, N. Peng, X. Zhu, M. Huang),&nbsp;Findings of ACL, 2022.<\/p>\n            <p><a href=\"https:\/\/openreview.net\/pdf?id=0RDcd5Axok\">&#8220;Towards a Unified View of Parameter-Efficient Transfer Learning&#8221;<\/a>&nbsp;(J. He, C. Zhou,&nbsp;X. Ma, T. Berg-Kirkpatrick, G. Neubig), Proc. ICLR, 2022.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/hsu2021discourse\/\">&#8220;Discourse-level Relation Extraction via Graph Pooling&#8221;<\/a>&nbsp;(I-H. Hsu, X. Guo, P. Natarajan, N. Peng), Proc. AAAI, 2022. (*Best Paper Award)<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/dou2022improving\/\">&#8220;Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization&#8221;<\/a>&nbsp;(Z. Dou, N. Peng), Proc. AAAI, 2022.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/2111.04862\" target=\"_blank\" rel=\"noopener\">&#8220;Explaining Face Presentation Attack Detection Using Natural Language&#8221;&nbsp;<\/a>(H. Mirzaalian, M. Hussein, L. Spinoulas, J. May, W. Abd-Almageed), Proc. IEEE, 2021.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/2106.01540\">&#8220;Luna: Linear Unified Nested Attention&#8221;<\/a>&nbsp;(X. Ma, X. Kong, S. Wang, C. Zhou, J. May, H. Ma, L. Zettlemoyer), Proc. NeurIPS, 2021.<\/p>\n            <p><a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3465413.3488575\">&#8220;PERFUME: Programmatic Extraction and Refinement For Usability of Mathematical Expression&#8221;<\/a>&nbsp;(N. Weideman, V. Felkner, W. Wu, J. May, C. Hauser, L. Garcia), Proc. CheckMATE, 2021.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/2104.08812\">&#8220;Contrastive Out-of-Distribution Detection for Pretrained Transformers&#8221;&nbsp;<\/a>(W. Zhou, F. Liu, M.Chen), Proc. EMNLP, 2021.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/2104.08656\">&#8220;Learning from Noisy Labels for Entity-Centric Information Extraction&#8221;<\/a>&nbsp;(W. Zhou, M. Chen), Proc. EMNLP, 2021.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/pdf\/2109.06316.pdf\">&#8220;Learning Constraints and Descriptive Segmentation for Subevent Detection&#8221;<\/a>&nbsp;(H. Wang, H. Zhang, M. Chen, D. Roth), Proc. EMNLP, 2021.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/2109.04053\">&#8220;Table-based Fact Verification With Salience-aware Learning&#8221;<\/a>&nbsp;(F. Wang, K. Sun, J. Pujara, P. Szekely, M. Chen), Proc. EMNLP, 2021.<\/p>\n            <p><a href=\"https:\/\/aclanthology.org\/2021.emnlp-main.40\/\">&#8220;Multitask Semi-Supervised Learning for Class-Imbalanced Discourse Classification&#8221;<\/a>&nbsp;(A. Spangher, J. May, S. Shiang, L. Deng), Proc. EMNLP, 2021.<\/p>\n            <p><a href=\"https:\/\/aclanthology.org\/2021.emnlp-main.107\/\">&#8220;Salience-Aware Event Chain Modeling for Narrative Understanding&#8221;<\/a>&nbsp;(X. Zhang, M. Chen, J. May), Proc. EMNLP, 2021.<\/p>\n            <p><a href=\"https:\/\/aclanthology.org\/2021.emnlp-main.132\/\">&#8220;Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation&#8221;<\/a>&nbsp;(M. Gheini, X. Ren, J. May), Proc. EMNLP, 2021.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/huang2021tempgen\/\">&#8220;Document-level Entity-based Extraction as Template Generation&#8221;&nbsp;<\/a>(K-H. Huang, S. Tang, N. Peng), Proc. EMNLP, 2021.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/sun2021aesop\/\">&#8220;AESOP: Paraphrase Generation with Adaptive Syntactic Control&#8221;&nbsp;<\/a>(J. Sun, X. Ma, N. Peng), Proc. EMNLP, 2021.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/han2021ester\/\">&#8220;ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning&#8221;&nbsp;<\/a>(R. Han, I.-H Hsu, J. Sun, J. Baylon, Q. Ning, D. Roth, N. Peng), Proc. EMNLP, 2021.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/han2021econet\/\">&#8220;ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning&#8221;<\/a>(R. Han, X. Ren, N. Peng), Proc. EMNLP, 2021.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/dou2021improving\/\">&#8220;Improving Pre-trained Vision-and-Language Embeddings for Phrase Grounding&#8221;<\/a>&nbsp;(Z-Y Dou, N. Peng), Proc. EMNLP,&nbsp;2021.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/huang2021improving\/\">&#8220;Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training&#8221;<\/a>&nbsp;(K-H Huang, W.U. Ahmad, N Peng, K-W Chang), Proc. EMNLP, 2021.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/yin2021broaden\/\">&#8220;Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning&#8221;<\/a>&nbsp;(D. Yin, L.H. Li, Z Hu, N. Peng, K-W Chang), Proc. EMNLP, 2021.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/tian2021hypogen\/\">&#8220;HypoGen: Hyperbole Generation with Commonsense and Counterfactual Knowledge&#8221;<\/a>&nbsp;(Y. Tian, A. K. Sridhar N. Peng),&nbsp;Proc.&nbsp;EMNLP, 2021.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/ma2021hyperexpan\/\">&#8220;HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning&#8221;<\/a>&nbsp;(M.D. Ma, M. Chen, T-L Wu, N. Peng),&nbsp;Proc.&nbsp;EMNLP, 2021.<\/p>\n            <p><a href=\"https:\/\/aclanthology.org\/2021.dialdoc-1.11\/\">&#8220;Summary-Oriented Question Generation for Informational Queries&#8221;<\/a>&nbsp;(X. Yin, L. Zhou, K. Small, J. May),&nbsp;Proc. DialDoc, 2021.<\/p>\n            <p><a href=\"https:\/\/aclanthology.org\/2021.acl-demo.37\/\">&#8220;Many-to-English Machine Translation Tools, Data, and Pretrained Models&#8221;<\/a>&nbsp;(T. Gowda, Z. Zhang, C. Mattmann, J. May), Proc.&nbsp;ACL,&nbsp;2021.<\/p>\n            <p><a href=\"https:\/\/aclanthology.org\/2021.acl-long.381\/\">&#8220;WARP: Word-level Adversarial ReProgramming&#8221;<\/a>&nbsp;(K. Hambardzumyan, H. Khachatrian, J. May), Proc. ACL, 2021.<\/p>\n            <p><a href=\"https:\/\/aclanthology.org\/2021.acl-long.561\/\">&#8220;Can Sequence-to-Sequence Models Crack Substitution Ciphers?&#8221;<\/a>&nbsp;(N. Aldarrab, J. May),&nbsp;Proc. ACL, 2021.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/2106.00969\">&#8220;COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences&#8221;<\/a>&nbsp;(S.&nbsp;Singh,&nbsp;N.&nbsp;Wen,&nbsp;Y.&nbsp;Hou,&nbsp;P.&nbsp;Alipoormolabashi,&nbsp;TL.&nbsp;Wu,&nbsp;X.&nbsp;Ma,&nbsp;N.&nbsp;Peng), Proc. ACL, 2021.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/sun2021men\/\">&#8220;Men Are Elected, Women Are Married: Events Gender Bias on Wikipedia&#8221;<\/a>&nbsp;(J.&nbsp;Sun, N.&nbsp;Peng), Proc. ACL, 2021.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/sheng2021societal\/\">&#8220;Societal Biases in Language Generation: Progress and Challenges&#8221;<\/a>&nbsp;(E.&nbsp;Sheng, KW,&nbsp;Chang, P.&nbsp;Natarajan, N.Peng), Proc. ACL, 2021.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/stowe2021metaphor\/\">&#8220;Metaphor Generation with Conceptual Mappings&#8221;<\/a>&nbsp;(K.&nbsp;Stowe, T.&nbsp;Chakrabarty, N.&nbsp;Peng, S.&nbsp;Muresan,&nbsp;I.&nbsp;Gurevych), Proc.&nbsp;ACL, 2021.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/2106.07171\">&#8220;Examining and Combating Spurious Features under Distribution Shift&#8221;<\/a>&nbsp;(C.&nbsp;Zhou, X.&nbsp;Ma, P.&nbsp;Michel, G.&nbsp;Neubig),&nbsp;Proc.&nbsp;ICML, 2021.<\/p>\n            <p><a href=\"https:\/\/aclanthology.org\/2021.naacl-main.90\/\">&#8220;Macro-Average: Rare Types Are Important Too&#8221;<\/a>(T. Gowda, W. You, C. Lignos,&nbsp;J. May),&nbsp;Proc. NAACL, 2021.<\/p>\n            <p><a href=\"https:\/\/aclanthology.org\/2021.naacl-main.283\/\">&#8220;X-METRA-ADA: Cross-lingual Meta-Transfer learning Adaptation to Natural Language Understanding and Question Answering&#8221;<\/a>(M. M&#8217;hamdi, D. S. Kim, F. Dernoncourt, T. Bui, X. Ren,&nbsp;J. May),&nbsp;Proc. NAACL, 2021.<\/p>\n            <p><a href=\"https:\/\/aclanthology.org\/2021.naacl-main.254\/\">&#8220;CaSiNo: A Corpus of Campsite Negotiation Dialogues for Automatic Negotiation Systems&#8221;<\/a>(K. Chawla, J. Ramirez, R. Clever, G. Lucas, J. May, J. Gratch),&nbsp;Proc. NAACL, 2021.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/tian2021identifying\/\">&#8220;Identifying Distributional Perspective Differences from Colingual Groups&#8221;<\/a>&nbsp;(Y.&nbsp;Tian, T.&nbsp;Chakrabarty, F.&nbsp;Morstatter,&nbsp;N.&nbsp;Peng), Workshop. NAACL, 2021.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/ghazarian2021discol\/\">&#8220;DiSCoL: Toward Engaging Dialogue Systems through Conversational Line Guided Response Generation&#8221;&nbsp;<\/a>(S. Ghazarian, Z. Liu, T. Chakrabarty, X. Ma, A. Galstyan, N. Peng), Demo. NAACL, 2021.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/ma2021eventplus\/\">&#8220;EventPlus: A Temporal Event Understanding Pipeline&#8221;<\/a>&nbsp;(M. Ma, J. Sun, M. Yang, K-H. Huang, N. Wen, S. Singh, R. Han, N. Peng), Demo. NAACL, 2021.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/sheng2021nice\/\">&#8220;Nice Try, Kiddo: Ad Hominems in Dialogue Systems&#8221;<\/a>&nbsp;(E. Sheng, K-W. Chang, P. Natarajan, N. Peng), Proc. NAACL, 2021.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/chakrabarty2021mermaid\/\">&#8220;MERMAID: Metaphor Generation with Symbolism and Discriminative Decoding&#8221;<\/a>&nbsp;(T. Chakrabarty, X. Zhang, S, Muresan, N. Peng), Proc. NAACL, 2021.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/ghazarian2021plot\/\">&#8220;Plot-guided Adversarial Example Construction for Evaluating Open-domain Story Generation&#8221;<\/a>&nbsp;(S.&nbsp;Ghazarian, Z.&nbsp;Liu, Akash S. M, R.&nbsp;Weischedel, A.&nbsp;Galstyan,&nbsp;N.&nbsp;Peng), Proc. NAACL, 2021.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/pdf\/2104.04597.pdf\">&#8220;Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning&#8221;<\/a>&nbsp;(X.&nbsp;Chen, M.&nbsp;Boratko,&nbsp;M.&nbsp;Chen, S.&nbsp;Sankar Dasgupta, X.&nbsp;Li, A.&nbsp;McCallum), Proc. NAACL, 2021.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/2005.00171\">&#8220;Cross-lingual Entity Alignment with Incidental Supervision&#8221;<\/a>&nbsp;(M.&nbsp;Chen, W.&nbsp;Shi, B.&nbsp;Zhou, D.&nbsp;Roth), Proc. EACL, 2021.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/li2019discourse\/\">&#8220;Discourse Tagging for Scientific Evidence Extraction&#8221;<\/a>&nbsp;(X. Li, G.&nbsp;Burns,&nbsp;N.&nbsp;Peng), Proc. EACL, 2021.<\/p>\n            <p><a href=\"https:\/\/muhaochen.github.io\/index_files\/AAAI_2021_event.pdf\">&#8220;Event-Centric Natural Language Understanding&#8221;<\/a>&nbsp;(M.&nbsp;Chen, H.&nbsp;Zhang, Q.&nbsp;Ning, M.&nbsp;Li, H.&nbsp;Ji, D.&nbsp;Roth), Tutorial.&nbsp;AAAI, 2021.<\/p>\n            <p>&#8220;<a href=\"https:\/\/arxiv.org\/abs\/2012.08492\">Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks<\/a>&#8220;(C.&nbsp;Zhu,&nbsp;M.&nbsp;Chen, C.&nbsp;Fan, G.&nbsp;Cheng, Y.&nbsp;Zhang), Proc. AAAI, 2021.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/wu2021melinda\/\">&#8220;MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification&#8221;<\/a>&nbsp;(W. Te-Lin, S. Singh, S. Paul, G. Burns, N. Peng), Proc. AAAI, 2021.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/ahmad2021gate\/\">&#8220;GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction&#8221;&nbsp;<\/a>&nbsp;(W. Ahmad, N.&nbsp;Peng,&nbsp;K-W.&nbsp;Chang), Proc. AAAI, 2021.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/li2021paragraph\/\">&#8220;A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification&#8221;<\/a>&nbsp;(G.Burns, X.Li, N.Peng), Proc. AAAI, 2021.<\/p>\n            <p>&#8220;<a href=\"https:\/\/arxiv.org\/pdf\/2009.13603.pdf\">Visual Pivoting for (Unsupervised) Entity Alignment<\/a>&#8221; (F.&nbsp;Liu,&nbsp;M.&nbsp;Chen, D.&nbsp;Roth, N.&nbsp;Collier), Proc. AAAI, 2021<\/p>\n            <p><a href=\"https:\/\/xuezhemax.github.io\/assets\/publications\/pdfs\/decoupling.pdf\">&#8220;Decoupling Global and Local Representations from\/for Image Generation&#8221;<\/a>&nbsp;(X.Ma), Proc. ICLR, 2021.<\/p>\n            <p><a href=\"https:\/\/aclanthology.org\/2020.semeval-1.0.pdf\">&#8220;Proceedings of the 14th International Workshop on Semantic Evaluation<\/a>&#8220;(A.&nbsp;Herbelot,&nbsp;X.&nbsp;Zhu,&nbsp;A.&nbsp;Palmer,&nbsp;N.&nbsp;Schneider,&nbsp;J.&nbsp;May,&nbsp;E.&nbsp;Shutova), Proc. ACL Workshop, 2020.<\/p>\n            <p><a href=\"https:\/\/www.aclweb.org\/anthology\/2020.findings-emnlp.273\/\">&#8220;Learning to Generalize for Sequential Decision Making&#8221;<\/a>&nbsp;(X. Yin, R. Weischedel, J. May), Proc. EMNLP, 2020.<\/p>\n            <p><a href=\"https:\/\/www.aclweb.org\/anthology\/2020.findings-emnlp.352\/\">&#8220;Finding the Optimal Vocabulary Size for Neural Machine Translation&#8221;<\/a>&nbsp;(T. Gowda, J, May), Proc. EMNLP, 2020.<\/p>\n            <p><a href=\"https:\/\/www.aclweb.org\/anthology\/2020.emnlp-main.703\/\">&#8220;Experience Grounds Language&#8221;<\/a>&nbsp;(Y. Bisk, A. Holtzman, J. Thomason, J. Andreas, Y. Bengio, J. Chai, M. Lapata, A. Lazaridou, J. May, A. Nisnevich, N. Pinto and J. Turian), Proc. EMNLP, 2020.<\/p>\n            <p><a href=\"https:\/\/www.aclweb.org\/anthology\/2020.emnlp-main.50\/\">&#8220;Connecting the Dots: Event Graph Schema Induction with Path Language Modeling&#8221;<\/a>&nbsp;(M. Li, Q. Zeng, Y. Lin, K. Cho, H. Ji, J. May, N. Chambers and C. Voss), Proc. EMNLP, 2020.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/goldfarb2020content\/\">&#8220;Content Planning for Neural Story Generation with Aristotelian Rescoring&#8221;<\/a>&nbsp;(S. Goldfarb-Tarrant, T. Chakrabarty, R. Weischedel, and N. Peng), Proc. EMNLP, 2020.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/chakrabarty-etal-2020-generating\/\">&#8220;Generating similes effortlessly like a Pro: A Style Transfer Approach for Simile Generation&#8221;<\/a>&nbsp;(T. Chakrabarty, S. Muresan, and N. Peng),&nbsp;Proc. EMNLP, 2020.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/han2020knowledge\/\">&#8220;Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction&#8221;<\/a>&nbsp;(R. Han, Y. Zhou, and N. Peng), Proc. EMNLP, 2020.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/ning2020torque\/\">&#8220;TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions&#8221;&nbsp;<\/a>(Q. Ning, H. Wu, R. Han, N. Peng, M. Gardner, and D. Roth), Proc. EMNLP, 2020.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/akoury2020storium\/\">&#8220;STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation&#8221;<\/a>&nbsp;(N. Akoury, S. Wang, J. Whiting, S. Hood, N. Peng, and M. Iyyer), Proc. EMNLP, 2020.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/sheng2020towards\/\">&#8220;Towards Controllable Biases in Language Generation&#8221;<\/a>&nbsp;(E. Sheng, K.W. Chang, P. Natarajan, and N. Peng), Proc. EMNLP, 2020.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/huang2020event\/\">&#8220;Biomedical Event Extraction with Hierarchical Knowledge Graphs&#8221;<\/a>&nbsp;(K.H. Huang, M. Yang, and N. Peng), Proc. EMNLP, 2020.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/wang2020connecting\/\">&#8220;Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering&#8221;<\/a>&nbsp;(P. Wang, N. Peng, F. Ilievski, P. Szekely, and X. Ren), Proc. EMNLP, 2020.<\/p>\n            <p>&#8220;<a href=\"https:\/\/dl.acm.org\/doi\/abs\/10.1145\/3372923.3404804\">Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition&#8221;&nbsp;<\/a>(N. Mehrabi, T. Gowda, F. Morstatter, N. Peng and A. Galstyan), Proc. ACM, 2020.<\/p>\n            <p>&#8220;<a href=\"https:\/\/openreview.net\/pdf?id=v8ioFR4fqpr\">Enabling Low-Resource Transfer Learning across COVID-19 Corpora by Combining Event-Extraction and Co-Training&#8221;&nbsp;<\/a>(A. Spangher, N. Peng, J. May and E. Ferrara), Proc. ACL NLP COVID-19 workshop, 2020.<\/p>\n            <p><a href=\"https:\/\/www.aclweb.org\/anthology\/2020.acl-main.218\/\">&#8220;Grounding Conversations with Improvised Dialogues&#8221;<\/a>&nbsp;(J. Cho, J. May), Proc. ACL, 2020.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/2004.13248\">&nbsp;&#8220;R^3: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense Knowledge<\/a>&#8221;&nbsp;(T. Chakrabarty, D. Ghosh, S. Muresan and N. Peng), Proc. ACL, 2020.<\/p>\n            <p><a href=\"https:\/\/cpb-us-w2.wpmucdn.com\/express.northeastern.edu\/dist\/d\/53\/files\/2019\/11\/CJ_2020_paper_62.pdf\">&#8220;Modeling &#8216;Newsworthiness&#8217; for Lead-Generation Across Corpora&#8221;&nbsp;<\/a>(A. Spangher, E. Ferrara, J. May, N. Peng), Proc. Computation + Journalism, 2020.<\/p>\n            <p><a href=\"https:\/\/cpb-us-w2.wpmucdn.com\/express.northeastern.edu\/dist\/d\/53\/files\/2019\/11\/CJ_2020_paper_61.pdf\">&#8220;Don&#8217;t quote me on that&#8217;: Finding Mixtures of Sources in News Articles&#8221;&nbsp;<\/a>(A. Spangher, J. May, E. Ferrara, N. Peng), Proc. Computation + Journalism, 2020.<\/p>\n            <p><a href=\"https:\/\/www.aclweb.org\/anthology\/2020.lrec-1.243\/\">&#8220;Cross-lingual Structure Transfer for Zero-resource Event Extraction&#8221;<\/a>&nbsp;(D. Lu, A. Subburathinam, H. Ji, J. May, S. Chang, A. Sil, C. Voss), Proc. LREC, 2020.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/1911.01456\">&#8220;Predictive Engagement: An Efficient Metric For Automatic Evaluation of Open-Domain Dialogue Systems<\/a>&#8221;&nbsp;(S. Ghazarian, R. Weischedel, A. Galstyan and N. Peng), Proc. AAAI, 2020.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/2009.13586\">&#8220;Apollo: An Adaptive Parameter-wise Diagonal Quasi-Newton Method for Nonconvex Stochastic Optimization&#8221;&nbsp;<\/a>(X. Ma), 2020.<\/p>\n            <p>&#8220;<a href=\"https:\/\/vnpeng.net\/bibliography\/wang2019espresso\/\">Espresso: A Fast End-to-end Neural Speech Recognition Toolkit<\/a>&#8221;&nbsp;(Y. Wang, T. Chen, H. Xu, S. Ding, H. Lv, Y. Shao, N. Peng, L. Xie, S. Watanabe, S. Khudanpur), Proc. ASRU, 2019.<\/p>\n            <p><a href=\"https:\/\/www.aclweb.org\/anthology\/D19-6107\/\">&#8220;Cross-lingual Joint Entity and Word Embedding to Improve Entity Linking and Parallel Sentence Mining&#8221;<\/a>&nbsp;(X. Pan, T. Gowda, H. Ji, J. May, S. Miller), Proc. DeepLo, 2019.<\/p>\n            <p><a href=\"https:\/\/www.aclweb.org\/anthology\/K19-1061\/\">&#8220;Contextualized Cross-Lingual Event Trigger Extraction with Minimal Resources&#8221;<\/a>&nbsp;(M. M&#8217;hamdi, M. Freedman, J. May), Proc. CoNLL, 2019.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/1909.10094\">&#8220;Deep Structured Neural Network for Event Temporal Relation Extraction&#8221;<\/a>&nbsp;(R. Han, I-H. Hsu, M. Yang, A. Galstyan, R. Weischedel and N. Peng), Proc. CoNLL, 2019.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/1909.09265\">&#8220;Cross-lingual Dependency Parsing with Unlabeled Auxiliary Languages&#8221;&nbsp;<\/a>(W. Ahmad, Z. Zhang, X. Ma, K-W. Chang and N. Peng), Proc. CoNLL, 2019.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/1909.11535\">&#8220;Learning A Unified Named Entity Tagger from Multiple Partially Annotated Corpora For Efficient Adaptation&#8221;&nbsp;<\/a>(X. Huang, L. Dong, E. Boschee and N. Peng), Proc, CoNLL,&nbsp;2019.<\/p>\n            <p><a href=\"https:\/\/www.aclweb.org\/anthology\/D19-1625\/\">&#8220;Do Nuclear Submarines Have Nuclear Captains? A Challenge Dataset for Commonsense Reasoning over Adjectives and Objects&#8221;<\/a>&nbsp;(J. Mullenbach, J. Gordon, N. Peng and J. May), Proc. EMNLP, 2019.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/1909.03598\">&#8220;What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis&#8221;&nbsp;<\/a>(X. Huang, J. May and N. Peng), Proc. EMNLP, 2019.<\/p>\n            <p><a href=\"https:\/\/www.aclweb.org\/anthology\/D19-1030\/\">&#8220;Cross-lingual Structure Transfer for Relation and Event Extraction&#8221;&nbsp;<\/a>(A. Subburathinam, D. Lu, H. Ji, J. May, S. Chang, A. Sil and C. Voss), Proc. EMNLP, 2019.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/1909.05360\">&#8220;Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction&#8221;<\/a>&nbsp;(R. Han, C. Ning and N. Peng), Proc. EMNLP, 2019.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/1909.01482\">&#8220;Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing&#8221;<\/a>&nbsp;(T. Meng, N. Peng and K-W Chang), Proc. EMNLP, 2019.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/1909.01326\">&#8220;The Woman Worked as a Babysitter: On Biases in Language Generation&#8221;&nbsp;<\/a>(E. Sheng, K-W Chang, P. Natarajan and N. Peng), Proc. EMNLP, 2019.<\/p>\n            <p>&#8220;<a href=\"https:\/\/arxiv.org\/abs\/1903.08136\">Debiasing Community Detection: The Importance of Lowly-Connected Nodes&#8221;&nbsp;<\/a>(N. Mehrabi, F. Morstatter, N. Peng, A. Galstyan), Proc. The 2019 IEEE\/ACM International Conference on Advances in Social Networks Analysis and Mining, (ASONAM), 2019.<\/p>\n            <p><a href=\"https:\/\/ieee-cog.org\/2019\/papers\/paper_12.pdf\">&#8220;Comprehensible Context-driven Text Game Playing&#8221;&nbsp;<\/a>(X. Yin and J. May), Proc. CoG, 2019.<\/p>\n            <p><a href=\"https:\/\/www.aclweb.org\/anthology\/P19-3004\/\">&#8220;SARAL: A Low-Resource Cross-Lingual Domain-Focused Information Retrieval System for Effective Rapid Document Triage&#8221;&nbsp;<\/a>(E. Boschee, J. Barry, J. Billa, M. Freedman, T. Gowda, C. Lignos, C. Palen-Michel, M. Pust, B. K. Khonglah, S. Madikeri, J. May and S. Miller), Proc. ACL Demo Sessions, 2019.<\/p>\n            <p><a href=\"https:\/\/www.aclweb.org\/anthology\/P19-1293\/\">&#8220;Translating Translationese: A Two-Step Approach to Unsupervised Machine Translation&#8221;&nbsp;<\/a>(N. Pourdamghani, N. Aldarrab, M. Ghazvininejad, K. Knight, J. May), Proc. ACL, 2019.<\/p>\n            <p><a href=\"https:\/\/www.aclweb.org\/anthology\/volumes\/S19-2\/\">&#8220;Proceedings of the 13th International Workshop on Semantic Evaluation&#8221;<\/a>&nbsp;(J. May, E. Shutova, A. Herbelot, X. Zhu, M. Apidianaki, S. M. Mohammad), 2019.<\/p>\n            <p><a href=\"https:\/\/www.aclweb.org\/anthology\/N19-1383.pdf\">&#8220;Cross-lingual Multi-Level Adversarial Transfer to Enhance Low-Resource Name Tagging&#8221;&nbsp;<\/a>(L. Huang, H. Ji, J. May), Proc. NAACL, 2019.<\/p>\n            <p><a href=\"https:\/\/www.aclweb.org\/anthology\/N19-1252.pdf\">&#8220;A Grounded Unsupervised Universal Part-of-Speech Tagger for Low-Resource Languages&#8221;<\/a>&nbsp;(R. Cardenas, Y. Lin, H. Ji, J. May), Proc. NAACL, 2019.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/1904.11942\">&#8220;Contextualized Word Embeddings Enhanced Event Temporal Relation Extraction for Story Understanding&#8221;<u>&nbsp;<\/u><\/a>(R. Han, M. Liang, B. Alhafni, N. Peng), Proc. NAACL Workshop on Narrative Understanding , 2019.<\/p>\n            <p>&#8220;<a href=\"https:\/\/arxiv.org\/abs\/1904.10635\">Better Automatic Evaluation of Open-Domain Dialogue Systems with Contextualized Embeddings<\/a>&#8220;(S. Ghazarian, T-Z Wei, A. Galstyan, N. Peng), Proc. NAACL NeuralGen Workshop, 2019.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/1904.02357\">&#8220;Plan, Write, and Revise: an Interactive System for Open-Domain Story Generation&#8221;&nbsp;<\/a>(S. Goldfarb-Tarrant, H. Feng, N. Peng), Proc. NAACL 2019, system demo.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/he2019pun\/\">&#8220;Pun Generation with Surprise&#8221;&nbsp;<\/a>(H. He*, N. Peng*, P. Liang), Proc. NAACL, 2019.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/1811.00570\">&#8220;On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing&#8221;&nbsp;<\/a>(Wasi Ahmad, Zhisong Zhang, Xuezhe Ma, Eduard Hovy, Kai-Wei Chang, Nanyun Peng), NAACL, 2019.<\/p>\n            <p><a href=\"https:\/\/academic.oup.com\/database\/article\/doi\/10.1093\/database\/baz034\/5424138\">&#8220;Building Deep Learning Models for Evidence Classification from the Open Access Biomedical Literature&#8221;<\/a>&nbsp;(G. Burns, X. Li, N. Peng), DATABASE journal, 2019.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/bibliography\/yao2019plan\/\">&#8220;Plan-And-Write: Towards Better Automatic Storytelling&#8221;<\/a>&nbsp;(L. Yao*, N. Peng*, R. Weischedel, K. Knight, D. Zhao and R. Yan), Proc, AAAI, 2019.<\/p>\n            <p><a href=\"http:\/\/www.aclweb.org\/anthology\/P18-4011.pdf\">&#8220;Translating a Language You Don&#8217;t Know In the Chinese Room&#8221;<\/a>&nbsp;(U. Hermjakob, J. May, M. Pust, K. Knight), Proc. ACL Demo Sessions, 2018.<\/p>\n            <p><a href=\"http:\/\/www.aclweb.org\/anthology\/P18-4003.pdf\">&#8220;Out-of-the-box Universal Romanization Tool uroman&#8221;<\/a>&nbsp;(U. Hermjakob, J. May, K. Knight), Proc. ACL Demo Sessions, 2018.&nbsp;<strong>Best Demo Award<\/strong>.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/1805.01087\">&#8220;Stack-Pointer Networks for Dependency Parsing&#8221;&nbsp;<\/a>(X. Ma, Z. Hu, J. Liu, N.Peng, G. Neubig, E. Hovy), Proc. ACL, 2018.<a href=\"http:\/\/www.aclweb.org\/anthology\/W18-1505\">&#8220;Towards Controllable Story Generation&#8221;<\/a>, (N. Peng, M. Ghazvininejad, J. May, K. Knight), Proc. of the 1st Workshop on Storytelling, 2018.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/papers\/analyzing-stories-generate.pdf\">&#8220;Towards Controllable Story Generation&#8221;&nbsp;<\/a>(N. Peng, M. Ghazvininejad, J. May, K. Knight), Proc. of the 1st Workshop on Storytelling, 2018.<\/p>\n            <p><a href=\"http:\/\/www.aclweb.org\/anthology\/S18-1000\">&#8220;Proceedings of the 12th International Workshop on Semantic Evaluation&#8221;<\/a>&nbsp;(M. Apidianaki, S. M. Mohammad, J. May, E. Shutova, S. Bethard, M. Carpuat), 2018.<\/p>\n            <p><a href=\"http:\/\/www.aclweb.org\/anthology\/N18-5009.pdf\">&#8220;ELISA-EDL: A Cross-Lingual Entity Extraction, Linking and Localization System&#8221;<\/a>&nbsp;(B. Zhang, Y. Lin, X. Pan, D. Lu, J. May, K. Knight, H. Ji), Proc. NAACL Demo Sessions, 2018.<\/p>\n            <p><a href=\"https:\/\/vnpeng.net\/papers\/IJCAI18-learning-converse-noisy.pdf\">&#8220;Learning to Converse with Noisy Data: Generation with Calibration&#8221;<\/a>&nbsp;(M. Shang, Z. Fu, N. Peng, Y. Feng, D. Zhao and R. Yan), Proc. IJCAI, 2018.<\/p>\n            <p><a href=\"http:\/\/www.aclweb.org\/anthology\/N18-1205.pdf\">&#8220;Recurrent Neural Networks as Weighted Language Recognizers&#8221;<\/a>&nbsp;(Y. Chen, S. Gilroy, A. Maletti, J. May, K. Knight), Proc. NAACL, 2018.&nbsp;<strong>Outstanding Paper Award.<\/strong><\/p>\n            <p><a href=\"https:\/\/www.aclweb.org\/anthology\/N18-6003\/\">&#8220;Scalable Construction and Reasoning of Massive Knowledge Bases&#8221;<\/a>&nbsp;(X. Ren, N. Peng, W. Yang Wang), Proc. NAACL tutorial, 2018.<\/p>\n            <p><a href=\"https:\/\/arxiv.org\/abs\/1711.06861\">&#8220;Style Transfer in Text: Exploration and Evaluation&#8221;<\/a>&nbsp;(Z. Fu, X. Tan, N. Peng, D. Zhao and R. Yan), Proc. AAAI, 2018.<\/p>\n            <p><a href=\"http:\/\/www.aclweb.org\/anthology\/S17-2090.pdf\">&#8220;SemEval-2017 Task 9: Abstract Meaning Representation Parsing and Generation&#8221;<\/a>, (J. May, J. Priyadarshi), Proc. SemEval, 2017.<\/p>\n            <p><a href=\"http:\/\/online.liebertpub.com\/doi\/pdfplus\/10.1089\/big.2017.0012\">&#8220;Liberal Entity Extraction: Rapid Construction of Fine-Grained Entity Typing Systems&#8221;<\/a>, (L. Huang, J. May, X. Pan, H. Ji, X. Ren, J. Han, L. Zhao, J. A. Hendler),&nbsp;Big Data, volume 5, no. 1 (March, 2017).<\/p>\n            <p>&#8220;<a href=\"https:\/\/www.isi.edu\/natural-language\/mt\/RLILdecipher.pdf\">Deciphering Related Languages<\/a>&#8221; (N. Pourdamghani and K. Knight), Proc. EMNLP, 2017.<\/p>\n            <p>&#8220;<a href=\"http:\/\/www.mdpi.com\/1099-4300\/19\/1\/15\">Humans Outperform Machines at the Bilingual Shannon Game<\/a>&#8221; (M. Ghazvininejad and K. Knight), Entropy 19(1), 2017.<\/p>\n            <p>&#8220;<a href=\"http:\/\/xingshi.me\/data\/pdf\/ACL2017demo.pdf\">Hafez: an Interactive Poetry Generation System<\/a>&#8221; (M. Ghazvininejad*, X. Shi*, J. Priyadarshi, and K. Knight), Proc. ACL Demo Track, 2017.&nbsp;<strong>Best Demo Award.<\/strong><\/p>\n            <p>&#8220;<a href=\"http:\/\/xingshi.me\/data\/pdf\/ACL2017short.pdf\">Speeding up Neural Machine Translation Decoding by Shrinking Run-time Vocabulary<\/a>&#8221; (X. Shi and K. Knight), Proc. ACL, 2017..<\/p>\n            <p>&#8220;<a href=\"http:\/\/aclweb.org\/anthology\/P\/P17\/P17-1178.pdf\">Cross-lingual Name Tagging and Linking for 282 Languages<\/a>&#8221; (X. Pan, B. Zhang, J. May, J. Nothman, K. Knight and H. Ji), Proc. ACL, 2017.<\/p>\n            <p>&#8220;<a href=\"https:\/\/pdfs.semanticscholar.org\/0f9e\/042ea98180c81cc79d49643216f343857c5d.pdf?_ga=2.11554231.2042713724.1502120213-1493374646.1485814773\">Biomedical Event Extraction using Abstract Meaning Representation<\/a>&#8221; (S. Rao, D. Marcu, K. Knight, and H. Daume), Proc. BioNLP Workshop, ACL, 2017.<\/p>\n            <p>&#8220;<a href=\"https:\/\/link.springer.com\/article\/10.1007\/s10590-017-9207-1\">Incident-Driven Machine Translation and Name Tagging for Low-resource Languages<\/a>&#8221; (U. Hermjakob, Q. Li, D. Marcu, J. May, S. J. Mielke, N. Pourdamghani, M. Pust, X. Shi, K. Knight, T. Levinboim, K. Murray, D. Chiang, B. Zhang, X. Pan, D. Lu, Y. Lin, and H. Ji), Machine Translation, 2017.<\/p>\n            <p>&#8220;Team ELISA System for DARPA LORELEI Speech Evaluation 2016&#8221; (P. Papadopoulos, R. Travadi, C. Vaz, N. Malandrakis, U. Hermjakob, N. Pourdamghani, M. Pust, B. Zhang, X. Pan, D. Lu, Y. Lin, O. Glembek, M. Karthick B, M. Karafiat, L. Burget, M. Hasegawa-Johnson, H. Ji, J. May,, K. Knight, and S. Narayanan), Proc. Interspeech, 2017.<\/p>\n            <p>&#8220;<a href=\"http:\/\/www.aclweb.org\/anthology\/W17-5029\">Structured Generation of Technical Reading Lists<\/a>&#8221; (J. Gordon, S. Aguilar, E. Sheng, and G. Burns), Proc. 12th Workshop on Innovative Use of NLP for Building Educational Applications (BEA), 2017.<\/p>\n            <p>&#8220;<a href=\"http:\/\/aclweb.org\/anthology\/W17-5012\">An Investigation into the Pedagogical Features of Documents<\/a>&#8221; (E. Sheng, P. Natarajan, J. Gordon, and G. Burns), Proc. 12th Workshop on Innovative Use of NLP for Building Educational Applications (BEA), 2017.<\/p>\n            <p>&#8220;<a href=\"https:\/\/arxiv.org\/abs\/1609.09405\">Evaluating Induced CCG Parsers on Grounded Semantic Parsing<\/a>&#8221; (Y. Bisk, S. Reddy, J. Blitzer, J. Hockenmaier, and M. Steedman), Proc. EMNLP, 2016.<\/p>\n            <p>&#8220;<a href=\"http:\/\/yonatanbisk.com\/papers\/2016-NAACL.pdf\">Natural Language Communication with Robots<\/a>&#8221; (Y. Bisk, D. Yuret, and D. Marcu), Proc. NAACL, 2016.<\/p>\n            <p>&#8220;<a href=\"http:\/\/yonatanbisk.com\/papers\/2016-NAACLShort.pdf\">Supertagging with LSTMs<\/a>&#8221; (A. Vaswani, Y. Bisk, K. Sagae, and R. Musa), Proc. NAACL, 2016.<\/p>\n            <p>&#8220;<a href=\"http:\/\/yonatanbisk.com\/papers\/2016-AAAI-Wksp.pdf\">Towards a Dataset for Human Computer Communication via Grounded Language Acquisition<\/a>&#8221; (Y. Bisk, D. Marcu, and W. Wong), Proc. AAAI Workshop on Symbolic Cognitive Systems, 2016.<\/p>\n            <p>&#8220;<a href=\"https:\/\/aclweb.org\/anthology\/S\/S16\/S16-1166.pdf\">SemEval-2016 Task 8: Meaning Representation Parsing<\/a>&#8221; (J. May), Proc. SemEval, 2016.<\/p>\n            <p>&#8220;<a href=\"https:\/\/dl.dropboxusercontent.com\/u\/513347\/events\/dsalt2016-abstracts\/07_Hobbs%20%2B%20Gordon%202015%20Distribution%20and%20Inference.pdf\">Distribution and Inference<\/a>&#8221; (J. Hobbs and J. Gordon), Proc. ESSLLI Workshop on Distributional Semantics and Linguistic Theory (DSALT), 2016.<\/p>\n            <p>&#8220;<a href=\"https:\/\/www.aclweb.org\/anthology\/P16-1082\">Modeling Concept Dependencies in a Scientific Corpus<\/a>&#8221; (J. Gordon, L. Zhu, A. Galstyan, P. Natarajan, and G. Burns), Proc. ACL, 2016.<\/p>\n            <p>&#8220;<a href=\"http:\/\/www.isi.edu\/natural-language\/mt\/emnlp16-poetry.pdf\">Generating Topical Poetry<\/a>&#8221; (M. Ghazvininejad, X. Shi, Y. Choi, and K. Knight), Proc. EMNLP, 2016.<\/p>\n            <p>&#8220;<a href=\"http:\/\/www.isi.edu\/natural-language\/mt\/emnlp16-length.pdf\">Why Neural Translations are the Right Length<\/a>&#8221; (X. Shi, K. Knight, and D. Yuret), Proc. EMNLP, 2016.<\/p>\n            <p>&#8220;<a href=\"http:\/\/www.isi.edu\/natural-language\/mt\/emnlp16-nmt-grammar.pdf\">Does String-Based Neural MT Learn Source Syntax?<\/a>&#8221; (X. Shi, I. Padhi, and K. Knight), Proc. EMNLP, 2016.<\/p>\n            <p>&#8220;<a href=\"http:\/\/www.isi.edu\/natural-language\/mt\/emnlp16-transfer.pdf\">Transfer Learning for Low-Resource Neural Machine Translation<\/a>&#8221; (B. Zoph, D. Yuret, J. May, and K. Knight), Proc. EMNLP, 2016.<\/p>\n            <p>&#8220;<a href=\"http:\/\/www.isi.edu\/natural-language\/mt\/neural-hmm16.pdf\">Unsupervised Neural Hidden Markov Models<\/a>&#8221; (K. Tran, Y. Bisk, A. Vaswani, D. Marcu, and K. Knight), Proc. EMNLP Workshop on Structured Prediction, 2016.<\/p>\n            <p>&#8220;<a href=\"http:\/\/www.isi.edu\/natural-language\/mt\/gender16.pdf\">Obfuscating Gender in Social Media Writing<\/a>&#8221; (S. Reddy and K. Knight), Proc. EMNLP Workshop on Natural Language Processing and Computational Social Science, 2016.<\/p>\n            <p>&#8220;<a href=\"http:\/\/www.isi.edu\/natural-language\/mt\/inlg-16.pdf\">Generating English from Abstract Meaning Representation<\/a>&#8221; (N. Pourdamghani and K. Knight), Proc. INLG, 2016.<\/p>\n            <p>&#8220;<a href=\"http:\/\/aclweb.org\/anthology\/P\/P16\/P16-1038.pdf\">Grapheme-to-Phoneme Models for (Almost) Any Language<\/a>&#8221; (A. Deri and K. Knight), Proc. ACL, 2016.<\/p>\n            <p>&#8220;<a href=\"http:\/\/aclweb.org\/anthology\/P\/P16\/P16-1006.pdf\">A Multi-media Approach to Cross-lingual Entity Knowledge Transfer<\/a>&#8221; (D. Lu, X. Pan, N. Pourdamghani, H. Ji, S.-F. Chang and K. Knight), Proc. ACL, 2016.<\/p>\n            <p>&#8220;<a href=\"http:\/\/aclweb.org\/anthology\/W\/W16\/W16-2701.pdf\">Leveraging Entity Linking and Related Language Projection to Improve Name Transliteration<\/a>&#8221; (Y. Lin, X. Pan, A. Deri, H. Ji, and K. Knight), Proc. ACL 2016 Workshop on Named Entities, 2016.<\/p>\n            <p>&#8220;<a href=\"http:\/\/www.isi.edu\/natural-language\/mt\/multi-source-neural.pdf\">Multi-Source Neural Translation<\/a>&#8221; (B. Zoph and K. Knight), Proc. NAACL, 2016.<\/p>\n            <p>&#8220;<a href=\"http:\/\/www.isi.edu\/natural-language\/mt\/simple-fast-noise.pdf\">Simple, Fast Noise Contrastive Estimation for Large RNN Vocabularies<\/a>&#8221; (B. Zoph, A. Vaswani, J. May, and K. Knight), Proc. NAACL, 2016.<\/p>\n            <p>&#8220;<a href=\"http:\/\/nlp.cs.rpi.edu\/paper\/expectation2016.pdf\">Name Tagging for Low-Resource Incident Languages Based on Expectation-Driven Learning<\/a>&#8221; (B. Zhang, X. Pan, T. Wang, A. Vaswani, H. Ji, K. Knight, and D. Marcu), Proc. NAACL, 2016.<\/p>\n            <p>&#8220;<a href=\"http:\/\/www.isi.edu\/natural-language\/mt\/lrec_2016_final.pdf\">Extracting Structured Scholarly Information from the Machine Translation Literature<\/a>&#8221; (E. Choi, M. Horvat, J. May, K. Knight, D. Marcu), Proc. LREC, 2016.<\/p>\n            <p>&#8220;<a href=\"http:\/\/dl.acm.org\/citation.cfm?id=2857052\">From Image to Translation: Processing the Endangered Nyushu Script<\/a>&#8221; (T. Zhang, A. Chowdhury, N. Dhulekar, J. Xia, K. Knight, H. Ji, B. Yener, L. Zhao), ACM Transactions on Asian and Low-Resource Language Information Processing, 15(4), 2016.<\/p>\n            <p>&#8220;<a href=\"http:\/\/www3.nd.edu\/~tlevinbo\/papers\/NAACL15_MIR.pdf\">Model Invertibility Regularization (MIR): Sequence Alignment With or Without Parallel Data<\/a>&#8221; (T. Levinboim, A. Vaswani, and D. Chiang), Proc. NAACL 2015.<\/p>\n            <p>&#8220;<a href=\"http:\/\/www.isi.edu\/~jgordon\/papers\/gordon-et-al.a-corpus-of-rich-metaphor-annotation.pdf\">A Corpus of Rich Metaphor Annotation<\/a>&#8221; (J. Gordon, J. Hobbs, J. May, M. Mohler, F. Morbini, B. Rink, M. Tomlinson, S. Wertheim), Proc. Workshop on Metaphor in NLP, 2015.<\/p>\n            <p>&#8220;<a href=\"http:\/\/www.isi.edu\/~jgordon\/papers\/gordon-et-al.high-precision-abductive-mapping-of-multilingual-metaphors.pdf\">High-Precision Abductive Mapping of Multilingual Metaphors<\/a>&#8221; (J. Gordon, J. Hobbs, J. May, F. Morbini), Proc. Workshop on Metaphor in NLP, 2015.<\/p>\n            <p>&#8220;<a href=\"http:\/\/www.isi.edu\/natural-language\/mt\/make-frenemy.pdf\">How to Make a Frenemy: Multitape FSTs for Portmanteau Generation<\/a>&#8221; (A. Deri and K. Knight), Proc. NAACL 2015.<\/p>\n            <p>&#8220;<a href=\"http:\/\/nlp.cs.rpi.edu\/paper\/amrel.pdf\">Unsupervised Entity Linking with Abstract Meaning Representation<\/a>&#8221; (X. Pan, T. Cassidy, U. Hermjakob, H. Ji, and K. Knight), Proc. NAACL 2015.<\/p>\n            <p>&#8220;<a href=\"http:\/\/www.isi.edu\/natural-language\/mt\/memorize-random-60.pdf\">How to Memorize a Random 60-Bit String<\/a>&#8221; (M. Ghazvininejad and K. Knight), Proc. NAACL 2015.<\/p>\n            <p>&#8220;<a href=\"http:\/\/www.emnlp2015.org\/proceedings\/EMNLP\/pdf\/EMNLP136.pdf\">Parsing English into Abstract Meaning Representation Using Syntax-Based Machine Translation<\/a>&#8220;, (M. Pust, U. Hermjakob, K. Knight, D. Marcu, J. May), Proc. EMNLP 2015.<\/p>\n            <p>&#8220;<a href=\"http:\/\/www.isi.edu\/natural-language\/mt\/compression-emnlp15.pdf\">How Much Information Does a Human Translator Add to the Original?<\/a>&#8221; (B. Zoph, M. Ghazvininejad, and K. Knight), Proc. EMNLP 2015.<\/p>\n            <p>&#8220;<a href=\"http:\/\/www.anthology.aclweb.org\/P\/P15\/P15-1081.pdf\">Unifying Bayesian Inference and Vector Space Models for Improved Decipherment<\/a>&#8221; (Q. Dou, A. Vaswani, K. Knight, and C. Dyer), Proc. ACL 2015.<\/p>\n            <p>&#8220;<a href=\"http:\/\/yonatanbisk.com\/papers\/2015-ACL.pdf\">Probing the Linguistic Strengths and Limitations of Unsupervised Grammar Induction<\/a>&#8221; (Y. Bisk and J. Hockenmaier), Proc. ACL 2015.<\/p>\n            <p>&#8220;<a href=\"http:\/\/yonatanbisk.com\/papers\/2015-ACLShort-Fixed.pdf\">Labeled Grammar Induction with Minimal Supervision<\/a>&#8221; (Y. Bisk, C. Christodoulopoulos and J. Hockenmaier), Proc. ACL 2015.<\/p>\n            <p>&#8220;<a href=\"http:\/\/usc-isi-i2.github.io\/papers\/szekely15-iswc.pdf\">Building and Using a Knowledge Graph to Combat Human Trafficking<\/a>&#8221; (Szekely, P.; Knoblock, C. A.; Slepicka, J.; Philpot, A.; Singh, A.; Yin, C.; Kapoor, D.; Natarajan, P.; Marcu, D.; Knight, K.; Stallard, D.; Karunamoorthy, S. S.; Bojanapalli, R.; Minton, S.; Amanatullah, B.; Hughes, T.; Tamayo, M.; Flynt, D.; Artiss, R.; Chang, S.; Chen, T.; Hiebel, G.; and Ferreira, L.), Proc. ISWC 2015.<\/p>\n\n","protected":false},"excerpt":{"rendered":"<p>View publications from 20252024202320222021202020192018201720162015 &#8220;FoodPuzzle: Toward Developing Large Language Models as Autonomous Flavor Scientists&#8221; (T. Huang, D. Lee, J. Sweeney, J. Shi, E. Steliotes, M. Lange, J. May, M. Chen), Proc. KDD, 2025. &#8220;R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory&#8221; (T. Huang, K. Basu, I. Abdelaziz, P. Kapanipathi, J. May,&hellip;<\/p>\n","protected":false},"author":421,"featured_media":0,"parent":13,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"news_source":"","news_author":"","external_news_link":"","footnotes":""},"class_list":["post-17","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Publications - Natural Language Group<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.isi.edu\/research-groups-nlg\/research\/publications\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Publications - Natural Language Group\" \/>\n<meta property=\"og:description\" content=\"View publications from 20252024202320222021202020192018201720162015 &#8220;FoodPuzzle: Toward Developing Large Language Models as Autonomous Flavor Scientists&#8221; (T. 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