🧑‍🔬 Nanyun Peng — all works

61 works · ← Nanyun Peng

1. The Woman Worked as a Babysitter: On Biases in Language GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, et al.2019 · 764 citations
2. Style Transfer in Text: Exploration and EvaluationProceedings of the AAAI Conference on Artificial IntelligenceZhenxin Fu, Xiaoye Tan, Nanyun Peng, et al.2017 · 703 citations
3. Cross-Sentence N-ary Relation Extraction with Graph LSTMsTransactions of the Association for Computational Linguistics (TACL)Nanyun Peng, Hoifung Poon, Chris Quirk, et al.2017 · 557 citations
4. Plan-And-Write: Towards Better Automatic Storytelling ↗arXiv:1811.05701 · no summary yetLili Yao et al.2018 · 494 citations
5. Named Entity Recognition for Chinese Social Media with Jointly Trained EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP)Nanyun Peng, Mark Dredze2015 · 484 citations
6. An Empirical Study of Training End-to-End Vision-and-Language Transformers ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZi-Yi Dou et al.2022 · 397 citations
7. Improving Named Entity Recognition for Chinese Social Media with Word Segmentation Representation Learning ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetNanyun Peng, Mark Dredze2016 · 272 citations
8. Societal Biases in Language Generation: Progress and ChallengesAnnual Meeting of the Association for Computational Linguistics (ACL)Emily Sheng, Kai-Wei Chang, Prem Natarajan, et al.2021 · 257 citations
9. DEGREE: A Data-Efficient Generation-Based Event Extraction ModelConference of the North American Chapter of the Association for Computational Linguistics (NAACL)I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, et al.2022 · 227 citations
10. Generalized Decoding for Pixel, Image, and Language ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetXueyan Zou et al.2023 · 219 citations
11. “Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference LettersFindings of the Association for Computational LinguisticsYixin Wan, George Pu, Jiao Sun, et al.2023 · 208 citations
12. Stack-Pointer Networks for Dependency Parsing ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetXuezhe Ma et al.2018 · 201 citations
13. Re3: Generating Longer Stories With Recursive Reprompting and Revision ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetKevin Yang et al.2022 · 200 citations
14. Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetRujun Han, Qiang Ning, Nanyun Peng2019 · 185 citations
15. Content Planning for Neural Story Generation with Aristotelian Rescoring ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetSeraphina Goldfarb-Tarrant et al.2020 · 182 citations
16. Towards Controllable Biases in Language GenerationFindings of the Association for Computational LinguisticsEmily Sheng, Kai-Wei Chang, Prem Natarajan, et al.2020 · 171 citations
17. "Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters ↗arXiv:2310.09219 · no summary yetYixin Wan et al.2023 · 170 citations
18. TORQUE: A Reading Comprehension Dataset of Temporal Ordering QuestionsQiang Ning, Hao Wu, Rujun Han, et al.English · 152 citations
19. 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
20. Pun Generation with Surprise ↗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 yetHe He, Nanyun Peng, Percy Liang2019 · 106 citations
21. Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetPeifeng Wang et al.2020 · 104 citations
22. On the Safety of Conversational Models: Taxonomy, Dataset, and BenchmarkFindings of the Association for Computational LinguisticsHao Sun, Guangxuan Xu, Jiawen Deng, et al.2022 · 102 citations
23. Modeling Word Forms Using Latent Underlying Morphs and PhonologyTransactions of the Association for Computational Linguistics (TACL)Ryan Cotterell, Nanyun Peng, Jason Eisner2015 · 98 citations
24. Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetKuan-Hao Huang et al.2022 · 94 citations
25. Deep Structured Neural Network for Event Temporal Relation Extraction ↗Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL) · no summary yetRujun Han et al.2019 · 94 citations
26. STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetNader Akoury et al.2020 · 92 citations
27. Generating similes effortlessly like a Pro: A Style Transfer Approach for Simile Generation ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetTuhin Chakrabarty, Smaranda Muresan, Nanyun Peng2020 · 91 citations
28. Plan, Write, and Revise: an Interactive System for Open-Domain Story Generation ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics (Demonstrations) · no summary yetSeraphina Goldfarb-Tarrant, Haining Feng, Nanyun Peng2019 · 90 citations
29. On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing ↗arXiv:1811.00570 · no summary yetWasi Uddin Ahmad et al.2018 · 87 citations
30. R^3: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense KnowledgeAnnual Meeting of the Association for Computational Linguistics (ACL)Tuhin Chakrabarty, Debanjan Ghosh, Smaranda Muresan, et al.2020 · 86 citations
31. On Prompt-Driven Safeguarding for Large Language Models ↗arXiv:2401.18018 · no summary yetChujie Zheng et al.2024 · 85 citations
32. DOC: Improving Long Story Coherence With Detailed Outline ControlAnnual Meeting of the Association for Computational Linguistics (ACL)Kevin Yang, Dan Klein, Nanyun Peng, et al.2023 · 83 citations
33. Biomedical Event Extraction with Hierarchical Knowledge Graphs ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetKung-Hsiang Huang, Mu Yang, Nanyun Peng2020 · 74 citations
34. AESOP: Paraphrase Generation with Adaptive Syntactic Control ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetJiao Sun, Xuezhe Ma, Nanyun Peng2021 · 72 citations
35. Are Large Language Models Capable of Generating Human-Level Narratives?Conference on Empirical Methods in Natural Language Processing (EMNLP)Yufei Tian, Tenghao Huang, Miri Liu, et al.2024 · 67 citations
36. Model Editing Harms General Abilities of Large Language Models: Regularization to the RescueConference on Empirical Methods in Natural Language Processing (EMNLP)Jia-Chen Gu, Hao-Xiang Xu, Jun-Yu Ma, et al.2024 · 67 citations
37. ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetRujun Han et al.2021 · 57 citations
38. AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetI-Hung Hsu et al.2023 · 55 citations
39. DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetSarik Ghazarian et al.2022 · 52 citations
40. RLCD: Reinforcement Learning from Contrastive Distillation for Language Model Alignment ↗arXiv (Cornell University) · no summary yetKevin Yang et al.2023 · 39 citations
41. ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning ↗arXiv:2012.15283 · no summary yetRujun Han, Xiang Ren, Nanyun Peng2020 · 39 citations
42. Can LLM feedback enhance review quality? A randomized study of 20K reviews at ICLR 2025 ↗arXiv:2504.09737 · no summary yetNitya Thakkar et al.2025 · 21 citations
43. METAL: A Multi-Agent Framework for Chart Generation with Test-Time ScalingAnnual Meeting of the Association for Computational Linguistics (ACL)Bingxuan Li, Yiwei Wang, Jiuxiang Gu, et al.2025 · 15 citations
44. LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints ↗Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yetThomas Palmeira Ferraz et al.2024 · 14 citations
45. AMRFact: Enhancing Summarization Factuality Evaluation with AMR-Driven Negative Samples Generation ↗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 yetHaoyi Qiu et al.2024 · 12 citations
46. ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning ↗arXiv (Cornell University) · no summary yetRujun Han et al.2021 · 11 citations
47. Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetHaw-Shiuan Chang et al.2024 · 8 citations
48. REAL Sampling: Boosting Factuality and Diversity of Open-Ended Generation via Asymptotic Entropy ↗arXiv (Cornell University) · no summary yetHaw-Shiuan Chang et al.2024 · 8 citations
49. QUDSELECT: Selective Decoding for Questions Under Discussion ParsingConference on Empirical Methods in Natural Language Processing (EMNLP)Ashima Suvarna, Xiao Liu, Tanmay Parekh, et al.2024 · 7 citations
50. Vulnerability of LLMs to Vertically Aligned Text ManipulationsAnnual Meeting of the Association for Computational Linguistics (ACL)Zhecheng Li, Yiwei Wang, Bryan Hooi, et al.2025 · 5 citations
51. Translation as a Scalable Proxy for Multilingual Evaluation ↗arXiv:2601.11778 · no summary yetSheriff Issaka et al.2026 · 4 citations
52. Rethinking Creativity Evaluation: A Critical Analysis of Existing Creativity EvaluationsConference of the European Chapter of the Association for Computational Linguistics (EACL)Li-Chun Lu, Miri Liu, Pin Chun Lu, et al.2026 · 3 citations
53. LEAP: Supercharging LLMs for Formal Mathematics with Agentic Frameworks ↗arXiv:2606.03303 · no summary yetPo-Nien Kung et al.2026 · 3 citations
54. DialectGen: Benchmarking and Improving Dialect Robustness in Multimodal GenerationarXiv:2510.14949Yu Zhou, Sohyun An, Haikang Deng, et al.2025 · 3 citations
55. REAL Sampling: Boosting Factuality and Diversity of Open-ended Generation by Extrapolating the Entropy of an Infinitely Large LM ↗Transactions of the Association for Computational Linguistics · no summary yetHaw-Shiuan Chang et al.2025 · 3 citations
56. Paraphrase Generation as Unsupervised Machine Translation ↗Proceedings of the 29th International Conference on Computational Linguistics · no summary yetXiaofei Sun et al.2022 · 2 citations
57. CoKe: Customizable Fine-Grained Story Evaluation via Chain-of-Keyword Rationalization ↗Proceedings of the Fourth Workshop on Generation, Evaluation and Metrics (GEM\texttwosuperior) · no summary yetBrihi Joshi et al.2025 · 1 citation
58. Scaling Probabilistic Circuits via Monarch Matrices ↗arXiv (Cornell University) · no summary yetHonghua Zhang et al.2025 · 1 citation
59. Improving Faithfulness of Text-to-Image Diffusion Models through Inference Intervention ↗IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · no summary yetDanfeng Guo et al.2025
60. FLAMES: Improving LLM Math Reasoning via a Fine-Grained Analysis of the Data Synthesis Pipeline ↗Findings of the Association for Computational Linguistics: EMNLP 2025 · no summary yetParker Seegmiller et al.2025
61. FlexEControl: Flexible and Efficient Multimodal Control for Text-to-Image Generation ↗arXiv (Cornell University) · no summary yetXuehai He et al.2024

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