---
title: "Nanyun Peng — all works — Elamur Research"
description: "All 61 works of Nanyun Peng in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/nanyun-peng/works/"
---
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# Nanyun Peng — all works

61 works · [← Nanyun Peng](https://md.research.elamur.ai/free/en/authors/nanyun-peng/)

1. **[The Woman Worked as a Babysitter: On Biases in Language Generation](https://md.research.elamur.ai/free/en/papers/sheng-2019-woman-worked-as-babysitter-biases/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, et al.*2019 · 764 citations*
2. **[Style Transfer in Text: Exploration and Evaluation](https://md.research.elamur.ai/free/en/papers/fu-2017-style-transfer-text-exploration-evaluation/) [Proceedings of the AAAI Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/)**Zhenxin Fu, Xiaoye Tan, Nanyun Peng, et al.*2017 · 703 citations*
3. **[Cross-Sentence N-ary Relation Extraction with Graph LSTMs](https://md.research.elamur.ai/free/en/papers/peng-2017-cross-sentence-n-ary-relation/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Nanyun Peng, Hoifung Poon, Chris Quirk, et al.*2017 · 557 citations*
4. **[Plan-And-Write: Towards Better Automatic Storytelling ↗](https://arxiv.org/abs/1811.05701) arXiv:1811.05701 · no summary yet**Lili Yao et al.*2018 · 494 citations*
5. **[Named Entity Recognition for Chinese Social Media with Jointly Trained Embeddings](https://md.research.elamur.ai/free/en/papers/peng-2015-named-entity-recognition-chinese-social/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Nanyun Peng, Mark Dredze*2015 · 484 citations*
6. **[An Empirical Study of Training End-to-End Vision-and-Language Transformers ↗](https://doi.org/10.1109/cvpr52688.2022.01763) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Zi-Yi Dou et al.*2022 · 397 citations*
7. **[Improving Named Entity Recognition for Chinese Social Media with Word Segmentation Representation Learning ↗](https://aclanthology.org/P16-2025/) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yet**Nanyun Peng, Mark Dredze*2016 · 272 citations*
8. **[Societal Biases in Language Generation: Progress and Challenges](https://md.research.elamur.ai/free/en/papers/sheng-2021-societal-biases-language-generation-progress/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Emily Sheng, Kai-Wei Chang, Prem Natarajan, et al.*2021 · 257 citations*
9. **[DEGREE: A Data-Efficient Generation-Based Event Extraction Model](https://md.research.elamur.ai/free/en/papers/hsu-2022-degree-data-efficient-generation-based/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, et al.*2022 · 227 citations*
10. **[Generalized Decoding for Pixel, Image, and Language ↗](https://doi.org/10.1109/cvpr52729.2023.01451) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Xueyan Zou et al.*2023 · 219 citations*
11. **[“Kelly is a Warm Person, Joseph is a Role Model”: Gender Biases in LLM-Generated Reference Letters](https://md.research.elamur.ai/free/en/papers/wan-2023-kelly-is-warm-person-joseph/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yixin Wan, George Pu, Jiao Sun, et al.*2023 · 208 citations*
12. **[Stack-Pointer Networks for Dependency Parsing ↗](https://aclanthology.org/P18-1130/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Xuezhe Ma et al.*2018 · 201 citations*
13. **[Re3: Generating Longer Stories With Recursive Reprompting and Revision ↗](https://aclanthology.org/2022.emnlp-main.296/) Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yet**Kevin Yang et al.*2022 · 200 citations*
14. **[Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction ↗](https://aclanthology.org/D19-1041/) 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 yet**Rujun Han, Qiang Ning, Nanyun Peng*2019 · 185 citations*
15. **[Content Planning for Neural Story Generation with Aristotelian Rescoring ↗](https://aclanthology.org/2020.emnlp-main.351/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Seraphina Goldfarb-Tarrant et al.*2020 · 182 citations*
16. **[Towards Controllable Biases in Language Generation](https://md.research.elamur.ai/free/en/papers/sheng-2020-controllable-biases-language-generation/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Emily 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 ↗](https://arxiv.org/abs/2310.09219) arXiv:2310.09219 · no summary yet**Yixin Wan et al.*2023 · 170 citations*
18. [**TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions**Qiang Ning, Hao Wu, Rujun Han, et al.*English · 152 citations*](https://md.research.elamur.ai/free/en/papers/ning-2020-torque-reading-comprehension-dataset-temporal/)
19. [**Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative Comprehension**Ying Xu, Dakuo Wang, Mo Yu, et al.*Mova's core list · 137 citations*](https://md.research.elamur.ai/free/en/papers/xu-2022-fantastic-questions-where-find-them/)
20. **[Pun Generation with Surprise ↗](https://aclanthology.org/N19-1172/) 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 yet**He He, Nanyun Peng, Percy Liang*2019 · 106 citations*
21. **[Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering ↗](https://aclanthology.org/2020.findings-emnlp.369/) Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yet**Peifeng Wang et al.*2020 · 104 citations*
22. **[On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark](https://md.research.elamur.ai/free/en/papers/sun-2022-safety-conversational-models-taxonomy-dataset/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Hao Sun, Guangxuan Xu, Jiawen Deng, et al.*2022 · 102 citations*
23. **[Modeling Word Forms Using Latent Underlying Morphs and Phonology](https://md.research.elamur.ai/free/en/papers/cotterell-2015-modeling-word-forms-latent-underlying/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Ryan Cotterell, Nanyun Peng, Jason Eisner*2015 · 98 citations*
24. **[Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction ↗](https://aclanthology.org/2022.acl-long.317/) Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Kuan-Hao Huang et al.*2022 · 94 citations*
25. **[Deep Structured Neural Network for Event Temporal Relation Extraction ↗](https://aclanthology.org/K19-1062/) Proceedings of the 23rd Conference on Computational Natural Language Learning (CoNLL) · no summary yet**Rujun Han et al.*2019 · 94 citations*
26. **[STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation ↗](https://aclanthology.org/2020.emnlp-main.525/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Nader Akoury et al.*2020 · 92 citations*
27. **[Generating similes effortlessly like a Pro: A Style Transfer Approach for Simile Generation ↗](https://aclanthology.org/2020.emnlp-main.524/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Tuhin Chakrabarty, Smaranda Muresan, Nanyun Peng*2020 · 91 citations*
28. **[Plan, Write, and Revise: an Interactive System for Open-Domain Story Generation ↗](https://aclanthology.org/N19-4016/) Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics (Demonstrations) · no summary yet**Seraphina Goldfarb-Tarrant, Haining Feng, Nanyun Peng*2019 · 90 citations*
29. **[On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing ↗](https://arxiv.org/abs/1811.00570) arXiv:1811.00570 · no summary yet**Wasi Uddin Ahmad et al.*2018 · 87 citations*
30. **[R^3: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense Knowledge](https://md.research.elamur.ai/free/en/papers/chakrabarty-2020-r-textasciicircum3-reverse-retrieve-rank/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Tuhin Chakrabarty, Debanjan Ghosh, Smaranda Muresan, et al.*2020 · 86 citations*
31. **[On Prompt-Driven Safeguarding for Large Language Models ↗](https://arxiv.org/abs/2401.18018) arXiv:2401.18018 · no summary yet**Chujie Zheng et al.*2024 · 85 citations*
32. **[DOC: Improving Long Story Coherence With Detailed Outline Control](https://md.research.elamur.ai/free/en/papers/yang-2023-doc-improving-long-story-coherence/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Kevin Yang, Dan Klein, Nanyun Peng, et al.*2023 · 83 citations*
33. **[Biomedical Event Extraction with Hierarchical Knowledge Graphs ↗](https://aclanthology.org/2020.findings-emnlp.114/) Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yet**Kung-Hsiang Huang, Mu Yang, Nanyun Peng*2020 · 74 citations*
34. **[AESOP: Paraphrase Generation with Adaptive Syntactic Control ↗](https://aclanthology.org/2021.emnlp-main.420/) Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yet**Jiao Sun, Xuezhe Ma, Nanyun Peng*2021 · 72 citations*
35. **[Are Large Language Models Capable of Generating Human-Level Narratives?](https://md.research.elamur.ai/free/en/papers/tian-2024-are-large-language-models-capable/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 Rescue](https://md.research.elamur.ai/free/en/papers/gu-2024-model-editing-harms-general-abilities/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://aclanthology.org/2021.emnlp-main.597/) Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yet**Rujun Han et al.*2021 · 57 citations*
38. **[AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model ↗](https://aclanthology.org/2023.acl-long.615/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**I-Hung Hsu et al.*2023 · 55 citations*
39. **[DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations ↗](https://aclanthology.org/2022.acl-long.57/) Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Sarik Ghazarian et al.*2022 · 52 citations*
40. **[RLCD: Reinforcement Learning from Contrastive Distillation for Language Model Alignment ↗](https://arxiv.org/abs/2307.12950) arXiv (Cornell University) · no summary yet**Kevin Yang et al.*2023 · 39 citations*
41. **[ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning ↗](https://arxiv.org/abs/2012.15283) arXiv:2012.15283 · no summary yet**Rujun Han, Xiang Ren, Nanyun Peng*2020 · 39 citations*
42. **[Can LLM feedback enhance review quality? A randomized study of 20K reviews at ICLR 2025 ↗](https://arxiv.org/abs/2504.09737) arXiv:2504.09737 · no summary yet**Nitya Thakkar et al.*2025 · 21 citations*
43. **[METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling](https://md.research.elamur.ai/free/en/papers/li-2025-metal-multi-agent-framework-chart/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://aclanthology.org/2024.findings-emnlp.458/) Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yet**Thomas Palmeira Ferraz et al.*2024 · 14 citations*
45. **[AMRFact: Enhancing Summarization Factuality Evaluation with AMR-Driven Negative Samples Generation ↗](https://aclanthology.org/2024.naacl-long.33/) 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 yet**Haoyi Qiu et al.*2024 · 12 citations*
46. **[ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning ↗](https://arxiv.org/abs/2104.08350) arXiv (Cornell University) · no summary yet**Rujun Han et al.*2021 · 11 citations*
47. **[Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM ↗](https://aclanthology.org/2024.emnlp-main.484/) Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yet**Haw-Shiuan Chang et al.*2024 · 8 citations*
48. **[REAL Sampling: Boosting Factuality and Diversity of Open-Ended Generation via Asymptotic Entropy ↗](https://arxiv.org/abs/2406.07735) arXiv (Cornell University) · no summary yet**Haw-Shiuan Chang et al.*2024 · 8 citations*
49. **[QUDSELECT: Selective Decoding for Questions Under Discussion Parsing](https://md.research.elamur.ai/free/en/papers/suvarna-2024-qudselect-selective-decoding-questions-under/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Ashima Suvarna, Xiao Liu, Tanmay Parekh, et al.*2024 · 7 citations*
50. **[Vulnerability of LLMs to Vertically Aligned Text Manipulations](https://md.research.elamur.ai/free/en/papers/li-2025-vulnerability-llms-vertically-aligned-text/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Zhecheng Li, Yiwei Wang, Bryan Hooi, et al.*2025 · 5 citations*
51. **[Translation as a Scalable Proxy for Multilingual Evaluation ↗](https://arxiv.org/abs/2601.11778) arXiv:2601.11778 · no summary yet**Sheriff Issaka et al.*2026 · 4 citations*
52. **[Rethinking Creativity Evaluation: A Critical Analysis of Existing Creativity Evaluations](https://md.research.elamur.ai/free/en/papers/lu-2026-rethinking-creativity-evaluation-critical-analysis/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Li-Chun Lu, Miri Liu, Pin Chun Lu, et al.*2026 · 3 citations*
53. **[LEAP: Supercharging LLMs for Formal Mathematics with Agentic Frameworks ↗](https://arxiv.org/abs/2606.03303) arXiv:2606.03303 · no summary yet**Po-Nien Kung et al.*2026 · 3 citations*
54. [**DialectGen: Benchmarking and Improving Dialect Robustness in Multimodal Generation arXiv:2510.14949**Yu Zhou, Sohyun An, Haikang Deng, et al.*2025 · 3 citations*](https://md.research.elamur.ai/free/en/papers/zhou-2025-dialectgen-benchmarking-improving-dialect-robustness/)
55. **[REAL Sampling: Boosting Factuality and Diversity of Open-ended Generation by Extrapolating the Entropy of an Infinitely Large LM ↗](https://aclanthology.org/2025.tacl-1.35/) Transactions of the Association for Computational Linguistics · no summary yet**Haw-Shiuan Chang et al.*2025 · 3 citations*
56. **[Paraphrase Generation as Unsupervised Machine Translation ↗](https://aclanthology.org/2022.coling-1.555/) Proceedings of the 29th International Conference on Computational Linguistics · no summary yet**Xiaofei Sun et al.*2022 · 2 citations*
57. **[CoKe: Customizable Fine-Grained Story Evaluation via Chain-of-Keyword Rationalization ↗](https://aclanthology.org/2025.gem-1.31/) Proceedings of the Fourth Workshop on Generation, Evaluation and Metrics (GEM\texttwosuperior) · no summary yet**Brihi Joshi et al.*2025 · 1 citation*
58. **[Scaling Probabilistic Circuits via Monarch Matrices ↗](https://arxiv.org/abs/2506.12383) arXiv (Cornell University) · no summary yet**Honghua Zhang et al.*2025 · 1 citation*
59. **[Improving Faithfulness of Text-to-Image Diffusion Models through Inference Intervention ↗](https://doi.org/10.1109/wacv61041.2025.00401) IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · no summary yet**Danfeng Guo et al.*2025*
60. **[FLAMES: Improving LLM Math Reasoning via a Fine-Grained Analysis of the Data Synthesis Pipeline ↗](https://aclanthology.org/2025.findings-emnlp.1346/) Findings of the Association for Computational Linguistics: EMNLP 2025 · no summary yet**Parker Seegmiller et al.*2025*
61. **[FlexEControl: Flexible and Efficient Multimodal Control for Text-to-Image Generation ↗](https://arxiv.org/abs/2405.04834) arXiv (Cornell University) · no summary yet**Xuehai He et al.*2024*