Elamur Research⌕
☰
home / authors / Diyi Yang / all works

Diyi Yang — all works

311 works · page 1 of 4 · 1–100 · ← Diyi Yang

1 2 3 4

  1. Hierarchical Attention Networks for Document ClassificationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Zichao Yang, Diyi Yang, Chris Dyer, et al.2016 · 5,436 citations
  2. Is ChatGPT a General-Purpose Natural Language Processing Task Solver?Conference on Empirical Methods in Natural Language Processing (EMNLP)Chengwei Qin, Aston Zhang, Zhuosheng Zhang, et al.2023 · 828 citations
  3. Can Large Language Models Transform Computational Social Science?Computational LinguisticsCaleb Ziems, William Held, Omar Shaikh, et al.2023 · 790 citations
  4. ToTTo: A Controlled Table-To-Text Generation DatasetConference on Empirical Methods in Natural Language Processing (EMNLP)Ankur Parikh, Xuezhi Wang, Sebastian Gehrmann, et al.2020 · 482 citations
  5. MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Jiaao Chen, Zichao Yang, Diyi Yang2020 · 417 citations
  6. That's So Annoying!!!: A Lexical and Frame-Semantic Embedding Based Data Augmentation Approach to Automatic Categorization of Annoying Behaviors using #petpeeve TweetsConference on Empirical Methods in Natural Language Processing (EMNLP)William Yang Wang, Diyi Yang2015 · 397 citations
  7. Using large language models in psychology ↗Nature Reviews Psychology · no summary yetDorottya Demszky et al.2023 · 389 citations
  8. Latent Hatred: A Benchmark for Understanding Implicit Hate SpeechConference on Empirical Methods in Natural Language Processing (EMNLP)Mai ElSherief, Caleb Ziems, David Muchlinski, et al.2021 · 367 citations
  9. Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond ↗arXiv:2109.00725 · no summary yetAmir Feder et al.2021 · 309 citations
  10. Sentiment Analysis in MOOC Discussion Forums: What does it tell us? ↗no summary yetMiaomiao Wen, Diyi Yang, Carolyn Penstein Rosé2014 · 283 citations
  11. Humor Recognition and Humor Anchor ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP)Diyi Yang, Alon Lavie, Chris Dyer, et al.2015 · 265 citations
  12. An Empirical Survey of Data Augmentation for Limited Data Learning in NLPTransactions of the Association for Computational Linguistics (TACL)Jiaao Chen, Derek Tam, Colin Raffel, et al.2023 · 254 citations
  13. Automatically Neutralizing Subjective Bias in Text ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetReid Pryzant et al.2020 · 241 citations
  14. The Importance of Modeling Social Factors of Language: Theory and PracticeConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Dirk Hovy, Diyi Yang2021 · 238 citations
  15. Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Jiaao Chen, Diyi Yang2020 · 204 citations
  16. How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Yi Zeng, Hongpeng Lin, Jingwen Zhang, et al.2024 · 203 citations
  17. Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP ResearchersarXiv:2409.04109Chenglei Si, Diyi Yang, Tatsunori Hashimoto2024 · 196 citations
  18. On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Omar Shaikh, Hongxin Zhang, William Held, et al.2023 · 192 citations
  19. How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Yi Zeng, Hongpeng Lin, Jingwen Zhang, et al.2024 · 191 citations
  20. Evaluating the Effectiveness of Deplatforming as a Moderation Strategy on Twitter ↗Proceedings of the ACM on Human-Computer Interaction · no summary yetShagun Jhaver et al.2021 · 168 citations
  21. Measure and Improve Robustness in NLP Models: A SurveyConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Xuezhi Wang, Haohan Wang, Diyi Yang2022 · 148 citations
  22. Social factors that contribute to attrition in MOOCs ↗no summary yetCarolyn Penstein Rosé et al.2014 · 147 citations
  23. How Climate Movement Actors and News Media Frame Climate Change and Strike: Evidence from Analyzing Twitter and News Media Discourse from 2018 to 2021 ↗The International Journal of Press/Politics · no summary yetKaiping Chen et al.2022 · 140 citations
  24. Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative ComprehensionYing Xu, Dakuo Wang, Mo Yu, et al.Mova's core list · 137 citations
  25. Structure-Aware Abstractive Conversation Summarization via Discourse and Action GraphsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jiaao Chen, Diyi Yang2021 · 135 citations
  26. The Channel Matters ↗CHI Conference on Human Factors in Computing Systems · no summary yetDiyi Yang et al.2019 · 129 citations
  27. Unlearn What You Want to Forget: Efficient Unlearning for LLMsConference on Empirical Methods in Natural Language Processing (EMNLP)Jiaao Chen, Diyi Yang2023 · 124 citations
  28. The Moral Integrity Corpus: A Benchmark for Ethical Dialogue SystemsAnnual Meeting of the Association for Computational Linguistics (ACL)Caleb Ziems, Jane A. Yu, Yi-Chia Wang, et al.2022 · 122 citations
  29. Graph Vulnerability and Robustness: A Survey ↗IEEE Transactions on Knowledge and Data Engineering · no summary yetScott Freitas et al.2022 · 122 citations
  30. Best Practices and Lessons Learned on Synthetic DataarXiv:2404.07503Ruibo Liu, Jerry Wei, Fangyu Liu, et al.2024 · 119 citations
  31. Exploring the Effect of Confusion in Discussion Forums of Massive Open Online Courses ↗ACM Conference on Learning @ Scale (L@S) · no summary yetDiyi Yang et al.2015 · 115 citations
  32. A Dynamic LLM-Powered Agent Network for Task-Oriented Agent CollaborationarXiv:2310.02170Zijun Liu, Yanzhe Zhang, Peng Li, et al.2023 · 114 citations
  33. Racism is a virus ↗IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) · no summary yetBing He et al.2021 · 112 citations
  34. Benchmarking Machine Translation with Cultural AwarenessarXiv:2305.14328Binwei Yao, Ming Jiang, Tara Bobinac, et al.2023 · 110 citations
  35. Continual Learning for Text Classification with Information Disentanglement Based Regularization ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetYufan Huang et al.2021 · 110 citations
  36. Identifying Semantic Edit Intentions from Revisions in Wikipedia ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetDiyi Yang et al.2017 · 110 citations
  37. Investigating How Student's Cognitive Behavior in MOOC Discussion Forums Affect Learning Gains. ↗Educational Data Mining · no summary yetXu Wang et al.2015 · 108 citations
  38. Seekers, Providers, Welcomers, and Storytellers ↗CHI Conference on Human Factors in Computing Systems · no summary yetDiyi Yang et al.2019 · 106 citations
  39. CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data AnnotationConference on Empirical Methods in Natural Language Processing (EMNLP)Minzhi Li, Taiwei Shi, Caleb Ziems, et al.2023 · 101 citations
  40. LLaVAR: Enhanced Visual Instruction Tuning for Text-Rich Image UnderstandingarXiv:2306.17107Yanzhe Zhang, Ruiyi Zhang, Jiuxiang Gu, et al.2023 · 98 citations
  41. Let's Make Your Request More Persuasive: Modeling Persuasive Strategies via Semi-Supervised Neural Nets on Crowdfunding Platforms ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yetDiyi Yang et al.2019 · 95 citations
  42. Rehearsal: Simulating Conflict to Teach Conflict Resolution ↗CHI Conference on Human Factors in Computing Systems · no summary yetOmar Shaikh et al.2024 · 94 citations
  43. Training Socially Aligned Language Models on Simulated Social InteractionsarXiv:2305.16960Ruibo Liu, Ruixin Yang, Chenyan Jia, et al.2023 · 94 citations
  44. CultureBank: An Online Community-Driven Knowledge Base Towards Culturally Aware Language TechnologiesFindings of the Association for Computational LinguisticsWeiyan Shi, Ryan Li, Yutong Zhang, et al.2024 · 93 citations
  45. Incorporating Word Correlation Knowledge into Topic Modeling ↗Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetPengtao Xie, Diyi Yang, Eric Xing2015 · 93 citations
  46. Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to PrinciplesConference on Empirical Methods in Natural Language Processing (EMNLP)Ryan Louie, Ananjan Nandi, William Fang, et al.2024 · 90 citations
  47. Mapping the Increasing Use of LLMs in Scientific PapersarXiv:2404.01268Weixin Liang, Yaohui Zhang, Zhengxuan Wu, et al.2024 · 89 citations
  48. When FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetRaj Shah et al.2022 · 89 citations
  49. Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models ↗Findings of the Association for Computational Linguistics: NAACL 2022 · no summary yetTianlu Wang et al.2022 · 88 citations
  50. CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetMyra Cheng, Tiziano Piccardi, Diyi Yang2023 · 86 citations
  51. Quantifying large language model usage in scientific papers ↗Nature Human Behaviour · no summary yetWeixin Liang et al.2025 · 81 citations
  52. Identifying and Mitigating the Security Risks of Generative AI ↗Foundations and Trends® in Privacy and Security · no summary yetClark Barrett et al.2023 · 79 citations
  53. Forum Thread Recommendation for Massive Open Online Courses ↗no summary yetDiyi Yang et al.2014 · 79 citations
  54. Multi-VALUE: A Framework for Cross-Dialectal English NLPCaleb Ziems, William Held, Jingfeng Yang, et al.English · 76 citations
  55. Local Additivity Based Data Augmentation for Semi-supervised NER ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetJiaao Chen et al.2020 · 70 citations
  56. NormBank: A Knowledge Bank of Situational Social NormsAnnual Meeting of the Association for Computational Linguistics (ACL)Caleb Ziems, Jane Dwivedi-Yu, Yi-Chia Wang, et al.2023 · 69 citations
  57. Inducing Positive Perspectives with Text Reframing ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetCaleb Ziems et al.2022 · 68 citations
  58. VALUE: Understanding Dialect Disparity in NLUCaleb Ziems, Jiaao Chen, Camille Harris, et al.English · 67 citations
  59. Grounding Gaps in Language Model Generations ↗Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yetOmar Shaikh et al.2024 · 66 citations
  60. Question recommendation with constraints for massive open online courses ↗ACM Conference on Recommender Systems (RecSys) · no summary yetDiyi Yang, David Adamson, Carolyn Penstein Rosé2014 · 64 citations
  61. Modeling Motivational Interviewing Strategies on an Online Peer-to-Peer Counseling Platform ↗Proceedings of the ACM on Human-Computer Interaction · no summary yetRaj Sanjay Shah et al.2022 · 62 citations
  62. Personalization of Large Language Models: A Survey ↗arXiv (Cornell University) · no summary yetZhehao Zhang et al.2024 · 61 citations
  63. Culturally Aware Natural Language InferenceFindings of the Association for Computational LinguisticsJing Huang, Diyi Yang2023 · 61 citations
  64. Racism is a Virus: Anti-Asian Hate and Counterspeech in Social Media during the COVID-19 Crisis ↗arXiv (Cornell University) · no summary yetHe, Bing et al.2020 · 61 citations
  65. Personalized Response Generation via Generative Split Memory Network ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetYuwei Wu, Xuezhe Ma, Diyi Yang2021 · 60 citations
  66. Unintended Impacts of LLM Alignment on Global RepresentationAnnual Meeting of the Association for Computational Linguistics (ACL)Michael J Ryan, William Held, Diyi Yang2024 · 57 citations
  67. Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetJiaao Chen, Diyi Yang2021 · 54 citations
  68. Putting Humans in the Natural Language Processing Loop: A Survey ↗Proceedings of the First Workshop on Bridging Human–Computer Interaction and Natural Language Processing · no summary yetZijie J. Wang et al.2021 · 54 citations
  69. Benchmarking Machine Translation with Cultural Awareness ↗Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yetBinwei Yao et al.2024 · 52 citations
  70. Semi-supervised Formality Style Transfer using Language Model Discriminator and Mutual Information Maximization ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetKunal Chawla, Diyi Yang2020 · 52 citations
  71. HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalizability ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetJiaao Chen et al.2021 · 49 citations
  72. SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains? ↗arXiv (Cornell University) · no summary yetJohn Jeongseok Yang et al.2024 · 48 citations
  73. PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action ↗neural information processing systems · no summary yetYijia Shao et al.2024 · 47 citations
  74. Parameter-Efficient Fine-Tuning Design SpacesarXiv:2301.01821Jiaao Chen, Aston Zhang, Xingjian Shi, et al.2023 · 47 citations
  75. WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained Language Model for Financial Domain ↗arXiv (Cornell University) · no summary yetRaj Sanjay Shah et al.2022 · 47 citations
  76. DyVal: Dynamic Evaluation of Large Language Models for Reasoning Tasks ↗arXiv:2309.17167 · no summary yetKaijie Zhu et al.2023 · 46 citations
  77. Positive Impact of Collaborative Chat Participation in an edX MOOC ↗Lecture notes in computer science · no summary yetOliver Ferschke et al.2015 · 45 citations
  78. SWE-smith: Scaling Data for Software Engineering Agents ↗neural information processing systems · no summary yetJohn Yang et al.2025 · 44 citations
  79. Is Model Collapse Inevitable? Breaking the Curse of Recursion by Accumulating Real and Synthetic Data ↗arXiv (Cornell University) · no summary yetMatthias Gerstgrasser et al.2024 · 44 citations
  80. Helping the Helper: Supporting Peer Counselors via AI-Empowered Practice and Feedback ↗arXiv (Cornell University) · no summary yetShang-Ling Hsu et al.2023 · 44 citations
  81. Combining Factorization Model and Additive Forest for Collaborative Followee Recommendation ↗no summary yetTianqi Chen et al.2012 · 44 citations
  82. Local implicit feedback mining for music recommendation ↗ACM Conference on Recommender Systems (RecSys) · no summary yetDiyi Yang et al.2012 · 44 citations
  83. Explaining Toxic Text via Knowledge Enhanced Text Generation ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetRohit Sridhar, Diyi Yang2022 · 43 citations
  84. Continual Sequence Generation with Adaptive Compositional Modules ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYanzhe Zhang, Xuezhi Wang, Diyi Yang2022 · 43 citations
  85. Towards an integration of text and graph clustering methods as a lens for studying social interaction in MOOCs ↗The International Review of Research in Open and Distributed Learning · no summary yetDiyi Yang et al.2014 · 43 citations
  86. A Search Engine for Discovery of Scientific Challenges and Directions ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetDan Lahav et al.2022 · 42 citations
  87. Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering ↗Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yetAditya Gupta et al.2021 · 42 citations
  88. Exploring the Effect of Student Confusion in Massive Open Online Courses ↗Journal of Educational Data Mining · no summary yetDiyi Yang, Robert E. Kraut, Carolyn Penstein Rosé2016 · 42 citations
  89. Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt Constraints ↗Findings of the Association for Computational Linguistics: EACL 2023 · no summary yetAlbert Lu et al.2023 · 41 citations
  90. Serendipitous Personalized Ranking for Top-N Recommendation ↗no summary yetQiuxia Lu et al.2012 · 40 citations
  91. SEQZERO: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot ModelsFindings of the Association for Computational LinguisticsJingfeng Yang, Haoming Jiang, Qingyu Yin, et al.2022 · 38 citations
  92. Mitigating Racial Biases in Toxic Language Detection with an Equity-Based Ensemble FrameworkarXiv:2109.13137Matan Halevy, Camille Harris, Amy Bruckman, et al.2021 · 38 citations
  93. Interpreting Deep Learning Models in Natural Language Processing: A Review ↗arXiv (Cornell University) · no summary yetXiaofei Sun et al.2021 · 38 citations
  94. Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End EngineeringConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Chenglei Si, Yanzhe Zhang, Ryan Li, et al.2025 · 37 citations
  95. Demystifying Verbatim Memorization in Large Language Models ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetJing Huang, Diyi Yang, Christopher Potts2024 · 35 citations
  96. Peer Influence on Attrition in Massively Open Online Courses. ↗Educational Data Mining · no summary yetDiyi Yang, Miaomiao Wen, Carolyn Penstein Rosé2014 · 35 citations
  97. Are Large Language Models Consistent over Value-laden Questions? ↗Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yetJared Moore, Tanvi Deshpande, Diyi Yang2024 · 34 citations
  98. Anchor Points: Benchmarking Models with Much Fewer Examples ↗Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetRajan Vivek et al.2024 · 33 citations
  99. A Sketch is Worth a Thousand Words: Image Retrieval with Text and Sketch ↗Lecture notes in computer science · no summary yetPatsorn Sangkloy et al.2022 · 33 citations
  100. Evaluating Graph Vulnerability and Robustness using TIGER ↗Proceedings of the ... ACM International Conference on Information & Knowledge Management · no summary yetScott Freitas et al.2021 · 33 citations

1 2 3 4

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/diyi-yang/works/