Nanyun Peng

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 256

Top Venues

Publications

Yiwei Wang, Muhao Chen, Nanyun Peng, Kai-Wei Chang
DeepEdit: Knowledge Editing as Decoding with Constraints. CoRR (2024)
Chujie Zheng, Fan Yin, Hao Zhou, Fandong Meng, Jie Zhou, Kai-Wei Chang, Minlie Huang, Nanyun Peng
Prompt-Driven LLM Safeguarding via Directed Representation Optimization. CoRR (2024)
Jia-Chen Gu, Hao-Xiang Xu, Jun-Yu Ma, Pan Lu, Zhen-Hua Ling, Kai-Wei Chang, Nanyun Peng
Model Editing Can Hurt General Abilities of Large Language Models. CoRR (2024)
Rohan Wadhawan, Hritik Bansal, Kai-Wei Chang, Nanyun Peng
ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models. CoRR (2024)
Wenxuan Wang, Haonan Bai, Jen-tse Huang, Yuxuan Wan, Youliang Yuan, Haoyi Qiu, Nanyun Peng, Michael R. Lyu
New Job, New Gender? Measuring the Social Bias in Image Generation Models. CoRR (2024)
Yufei Tian, Felix Zhang, Nanyun Peng
Harnessing Black-Box Control to Boost Commonsense in LM's Generation. EMNLP (2023)
I-Hung Hsu, Zhiyu Xie, Kuan-Hao Huang, Prem Natarajan, Nanyun Peng
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model. CoRR (2023)
Zi-Yi Dou, Feng Gao, Nanyun Peng
Masked Path Modeling for Vision-and-Language Navigation. EMNLP (Findings) (2023)
Liunian Harold Li, Zi-Yi Dou, Nanyun Peng, Kai-Wei Chang
DesCo: Learning Object Recognition with Rich Language Descriptions. CoRR (2023)
I-Hung Hsu, Zhiyu Xie, Kuan-Hao Huang, Prem Natarajan, Nanyun Peng
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model. ACL (1) (2023)
I-Hung Hsu, Avik Ray, Shubham Garg, Nanyun Peng, Jing Huang
Code-Switched Text Synthesis in Unseen Language Pairs. CoRR (2023)
Alexander Spangher, Xinyu Hua, Yao Ming, Nanyun Peng
Sequentially Controlled Text Generation. CoRR (2023)
Xiang 'Anthony' Chen, Jeff Burke, Ruofei Du, Matthew K. Hong, Jennifer Jacobs, Philippe Laban, Dingzeyu Li, Nanyun Peng, Karl D. D. Willis, Chien-Sheng Wu, Bolei Zhou
Next Steps for Human-Centered Generative AI: A Technical Perspective. CoRR (2023)
Xueyan Zou, Zi-Yi Dou, Jianwei Yang, Zhe Gan, Linjie Li, Chunyuan Li, Xiyang Dai, Harkirat Behl, Jianfeng Wang, Lu Yuan, Nanyun Peng, Lijuan Wang, Yong Jae Lee, Jianfeng Gao
Generalized Decoding for Pixel, Image, and Language. CVPR (2023)
Samar Haider, Luca Luceri, Ashok Deb, Adam Badawy, Nanyun Peng, Emilio Ferrara
Detecting Social Media Manipulation in Low-Resource Languages. WWW (Companion Volume) (2023)
Haoyi Qiu, Zi-Yi Dou, Tianlu Wang, Asli Celikyilmaz, Nanyun Peng
Gender Biases in Automatic Evaluation Metrics: A Case Study on Image Captioning. CoRR (2023)
Mingyu Derek Ma, Alexander K. Taylor, Nuan Wen, Yanchen Liu, Po-Nien Kung, Wenna Qin, Shicheng Wen, Azure Zhou, Diyi Yang, Xuezhe Ma, Nanyun Peng, Wei Wang
MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways. CoRR (2023)
I-Hung Hsu, Kuan-Hao Huang, Shuning Zhang, Wenxin Cheng, Prem Natarajan, Kai-Wei Chang, Nanyun Peng
TAGPRIME: A Unified Framework for Relational Structure Extraction. ACL (1) (2023)
Alexander Spangher, Emilio Ferrara, Ben Welsh, Nanyun Peng, Serdar Tumgoren, Jonathan May
Tracking the Newsworthiness of Public Documents. CoRR (2023)
Sidi Lu, Wenbo Zhao, Chenyang Tao, Arpit Gupta, Shanchan Wu, Tagyoung Chung, Nanyun Peng
On Compositionality and Improved Training of NADO. CoRR (2023)
Te-Lin Wu, Zi-Yi Dou, Qingyuan Hu, Yu Hou, Nischal Reddy Chandra, Marjorie Freedman, Ralph M. Weischedel, Nanyun Peng
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos. CoRR (2023)
Te-Lin Wu, Yu Zhou, Nanyun Peng
Localizing Active Objects from Egocentric Vision with Symbolic World Knowledge. EMNLP (2023)
Honghua Zhang, Meihua Dang, Nanyun Peng, Guy Van den Broeck
Tractable Control for Autoregressive Language Generation. CoRR (2023)
Alexander Spangher, Nanyun Peng, Emilio Ferrara, Jonathan May
Identifying Informational Sources in News Articles. EMNLP (2023)
Jiao Sun, Yufei Tian, Wangchunshu Zhou, Nan Xu, Qian Hu, Rahul Gupta, John Frederick Wieting, Nanyun Peng, Xuezhe Ma
Evaluating Large Language Models on Controlled Generation Tasks. CoRR (2023)
Honghua Zhang, Meihua Dang, Nanyun Peng, Guy Van den Broeck
Tractable Control for Autoregressive Language Generation. ICML (2023)
Te-Lin Wu, Caiqi Zhang, Qingyuan Hu, Alexander Spangher, Nanyun Peng
Learning Action Conditions from Instructional Manuals for Instruction Understanding. ACL (1) (2023)
Te-Lin Wu, Satwik Kottur, Andrea Madotto, Mahmoud Azab, Pedro Rodríguez, Babak Damavandi, Nanyun Peng, Seungwhan Moon
SIMMC-VR: A Task-oriented Multimodal Dialog Dataset with Situated and Immersive VR Streams. ACL (1) (2023)
Sarik Ghazarian, Behnam Hedayatnia, Di Jin, Sijia Liu, Nanyun Peng, Yang Liu, Dilek Hakkani-Tur
MERCY: Multiple Response Ranking Concurrently in Realistic Open-Domain Conversational Systems. SIGDIAL (2023)
Yixin Wan, George Pu, Jiao Sun, Aparna Garimella, Kai-Wei Chang, Nanyun Peng
"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters. CoRR (2023)
Po-Nien Kung, Nanyun Peng
Do Models Really Learn to Follow Instructions? An Empirical Study of Instruction Tuning. ACL (2) (2023)
Liunian Harold Li, Zi-Yi Dou, Nanyun Peng, Kai-Wei Chang
DesCo: Learning Object Recognition with Rich Language Descriptions. NeurIPS (2023)
Wenhao Yu, Lingbo Tong, Weijia Shi, Nanyun Peng, Meng Jiang
The Second Workshop on Knowledge-Augmented Methods for Natural Language Processing. KDD (2023)
Yufei Tian, Felix Zhang, Nanyun Peng
BOOST: Harnessing Black-Box Control to Boost Commonsense in LMs' Generation. CoRR (2023)
Tanmay Parekh, I-Hung Hsu, Kuan-Hao Huang, Kai-Wei Chang, Nanyun Peng
GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles. ACL (1) (2023)
Te-Lin Wu, Zi-Yi Dou, Qingyuan Hu, Yu Hou, Nischal Reddy Chandra, Marjorie Freedman, Ralph M. Weischedel, Nanyun Peng
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos. EMNLP (2023)
Yufei Tian, Anjali Narayan-Chen, Shereen Oraby, Alessandra Cervone, Gunnar Sigurdsson, Chenyang Tao, Wenbo Zhao, Tagyoung Chung, Jing Huang, Nanyun Peng
Unsupervised Melody-Guided Lyrics Generation. CoRR (2023)
I-Hung Hsu, Avik Ray, Shubham Garg, Nanyun Peng, Jing Huang
Code-Switched Text Synthesis in Unseen Language Pairs. ACL (Findings) (2023)
Yufei Tian, Anjali Narayan-Chen, Shereen Oraby, Alessandra Cervone, Gunnar Sigurdsson, Chenyang Tao, Wenbo Zhao, Tagyoung Chung, Jing Huang, Nanyun Peng
Unsupervised Melody-to-Lyric Generation. CoRR (2023)
Po-Nien Kung, Nanyun Peng
Do Models Really Learn to Follow Instructions? An Empirical Study of Instruction Tuning. CoRR (2023)
Tanmay Parekh, I-Hung Hsu, Kuan-Hao Huang, Kai-Wei Chang, Nanyun Peng
Contextual Label Projection for Cross-Lingual Structure Extraction. CoRR (2023)
Mingyu Derek Ma, Alexander Taylor, Wei Wang, Nanyun Peng
DICE: Data-Efficient Clinical Event Extraction with Generative Models. ACL (1) (2023)
Yixin Wan, Jieyu Zhao, Aman Chadha, Nanyun Peng, Kai-Wei Chang
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems. EMNLP (Findings) (2023)
Vishakh Padmakumar, Behnam Hedayatnia, Di Jin, Patrick Lange, Seokhwan Kim, Nanyun Peng, Yang Liu, Dilek Hakkani-Tur
Investigating the Representation of Open Domain Dialogue Context for Transformer Models. SIGDIAL (2023)
Paulina Toro Isaza, Guangxuan Xu, Akintoye Oloko, Yufang Hou, Nanyun Peng, Dakuo Wang
Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children's Fairy Tales. CoRR (2023)
Zi-Yi Dou, Feng Gao, Nanyun Peng
Masked Path Modeling for Vision-and-Language Navigation. CoRR (2023)
Yufei Tian, Anjali Narayan-Chen, Shereen Oraby, Alessandra Cervone, Gunnar Sigurdsson, Chenyang Tao, Wenbo Zhao, Tagyoung Chung, Jing Huang, Nanyun Peng
Unsupervised Melody-to-Lyrics Generation. ACL (1) (2023)
Sarik Ghazarian, Yijia Shao, Rujun Han, Aram Galstyan, Nanyun Peng
ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems. CoRR (2023)
Po-Nien Kung, Fan Yin, Di Wu, Kai-Wei Chang, Nanyun Peng
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks. EMNLP (2023)
Kevin Yang, Dan Klein, Nanyun Peng, Yuandong Tian
DOC: Improving Long Story Coherence With Detailed Outline Control. ACL (1) (2023)
Te-Lin Wu, Yu Zhou, Nanyun Peng
Localizing Active Objects from Egocentric Vision with Symbolic World Knowledge. CoRR (2023)
Kuan-Hao Huang, I-Hung Hsu, Tanmay Parekh, Zhiyu Xie, Zixuan Zhang, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng, Heng Ji
A Reevaluation of Event Extraction: Past, Present, and Future Challenges. CoRR (2023)
Po-Nien Kung, Fan Yin, Di Wu, Kai-Wei Chang, Nanyun Peng
Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks. CoRR (2023)
Kevin Yang, Dan Klein, Asli Celikyilmaz, Nanyun Peng, Yuandong Tian
RLCD: Reinforcement Learning from Contrast Distillation for Language Model Alignment. CoRR (2023)
Alexander Spangher, Nanyun Peng, Jonathan May, Emilio Ferrara
Identifying Informational Sources in News Articles. CoRR (2023)
Jiao Sun, Yufei Tian, Wangchunshu Zhou, Nan Xu, Qian Hu, Rahul Gupta, John Frederick Wieting, Nanyun Peng, Xuezhe Ma
Evaluating Large Language Models on Controlled Generation Tasks. EMNLP (2023)
Yixin Wan, Jieyu Zhao, Aman Chadha, Nanyun Peng, Kai-Wei Chang
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems. CoRR (2023)
Haoyi Qiu, Zi-Yi Dou, Tianlu Wang, Asli Celikyilmaz, Nanyun Peng
Gender Biases in Automatic Evaluation Metrics for Image Captioning. EMNLP (2023)
Sidi Lu, Asli Celikyilmaz, Tianlu Wang, Nanyun Peng
Open-Domain Text Evaluation via Meta Distribution Modeling. CoRR (2023)
Paulina Toro Isaza, Guangxuan Xu, Toye Oloko, Yufang Hou, Nanyun Peng, Dakuo Wang
Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children's Fairy Tales. ACL (1) (2023)
Mingyu Derek Ma, Xiaoxuan Wang, Po-Nien Kung, P. Jeffrey Brantingham, Nanyun Peng, Wei Wang
STAR: Boosting Low-Resource Event Extraction by Structure-to-Text Data Generation with Large Language Models. CoRR (2023)
Sarik Ghazarian, Yijia Shao, Rujun Han, Aram Galstyan, Nanyun Peng
ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems. ACL (1) (2023)
Mingyu Derek Ma, Jiun-Yu Kao, Shuyang Gao, Arpit Gupta, Di Jin, Tagyoung Chung, Nanyun Peng
Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning. CoRR (2023)
Mingyu Derek Ma, Jiun-Yu Kao, Arpit Gupta, Yu-Hsiang Lin, Wenbo Zhao, Tagyoung Chung, Wei Wang, Kai-Wei Chang, Nanyun Peng
Mitigating Bias for Question Answering Models by Tracking Bias Influence. CoRR (2023)
Yixin Wan, George Pu, Jiao Sun, Aparna Garimella, Kai-Wei Chang, Nanyun Peng
"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters. EMNLP (Findings) (2023)
Yufei Tian, Abhilasha Ravichander, Lianhui Qin, Ronan Le Bras, Raja Marjieh, Nanyun Peng, Yejin Choi, Thomas L. Griffiths, Faeze Brahman
MacGyver: Are Large Language Models Creative Problem Solvers? CoRR (2023)
Haoyi Qiu, Kung-Hsiang Huang, Jingnong Qu, Nanyun Peng
AMRFact: Enhancing Summarization Factuality Evaluation with AMR-driven Training Data Generation. CoRR (2023)
Jiao Sun, Yu Hou, Jiin Kim, Nanyun Peng
Helpfulness and Fairness of Task-Oriented Dialogue Systems. CoRR (2022)
Kevin Yang, Yuandong Tian, Nanyun Peng, Dan Klein
Re3: Generating Longer Stories With Recursive Reprompting and Revision. EMNLP (2022)
Zi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang, Lijuan Wang, Chenguang Zhu, Pengchuan Zhang, Lu Yuan, Nanyun Peng, Zicheng Liu, Michael Zeng
An Empirical Study of Training End-to-End Vision-and-Language Transformers. CVPR (2022)
Hao Sun, Guangxuan Xu, Jiawen Deng, Jiale Cheng, Chujie Zheng, Hao Zhou, Nanyun Peng, Xiaoyan Zhu, Minlie Huang
On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark. ACL (Findings) (2022)
Tanmay Parekh, I-Hung Hsu, Kuan-Hao Huang, Kai-Wei Chang, Nanyun Peng
GENEVA: Pushing the Limit of Generalizability for Event Argument Extraction with 100+ Event Types. CoRR (2022)
Zi-Yi Dou, Nanyun Peng
FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation. CoRR (2022)
Zi-Yi Dou, Nanyun Peng
Zero-Shot Commonsense Question Answering with Cloze Translation and Consistency Optimization. AAAI (2022)
Ying Xu, Dakuo Wang, Mo Yu, Daniel Ritchie, Bingsheng Yao, Tongshuang Wu, Zheng Zhang, Toby Jia-Jun Li, Nora Bradford, Branda Sun, Tran Hoang, Yisi Sang, Yufang Hou, Xiaojuan Ma, Diyi Yang, Nanyun Peng, Zhou Yu, Mark Warschauer
Fantastic Questions and Where to Find Them: FairytaleQA - An Authentic Dataset for Narrative Comprehension. ACL (1) (2022)
Rujun Han, Hong Chen, Yufei Tian, Nanyun Peng
Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts. CoRR (2022)
Zhixuan Zhou, Jiao Sun, Jiaxin Pei, Nanyun Peng, Jinjun Xiong
A Moral- and Event- Centric Inspection of Gender Bias in Fairy Tales at A Large Scale. CoRR (2022)
Vijit Malik, Sunipa Dev, Akihiro Nishi, Nanyun Peng, Kai-Wei Chang
Socially Aware Bias Measurements for Hindi Language Representations. NAACL-HLT (2022)
Nanyun Peng
Controllable Text Generation for Open-Domain Creativity and Fairness. CoRR (2022)
Kevin Yang, Dan Klein, Nanyun Peng, Yuandong Tian
DOC: Improving Long Story Coherence With Detailed Outline Control. CoRR (2022)
Sunipa Dev, Emily Sheng, Jieyu Zhao, Aubrie Amstutz, Jiao Sun, Yu Hou, Mattie Sanseverino, Jiin Kim, Akihiro Nishi, Nanyun Peng, Kai-Wei Chang
On Measures of Biases and Harms in NLP. AACL/IJCNLP (Findings) (2022)
Te-Lin Wu, Alexander Spangher, Pegah Alipoormolabashi, Marjorie Freedman, Ralph M. Weischedel, Nanyun Peng
Understanding Multimodal Procedural Knowledge by Sequencing Multimodal Instructional Manuals. ACL (1) (2022)
Hong Chen, Rujun Han, Te-Lin Wu, Hideki Nakayama, Nanyun Peng
Character-centric Story Visualization via Visual Planning and Token Alignment. EMNLP (2022)
Arshiya Aggarwal, Jiao Sun, Nanyun Peng
Towards Robust NLG Bias Evaluation with Syntactically-diverse Prompts. CoRR (2022)
Zi-Yi Dou, Aishwarya Kamath, Zhe Gan, Pengchuan Zhang, Jianfeng Wang, Linjie Li, Zicheng Liu, Ce Liu, Yann LeCun, Nanyun Peng, Jianfeng Gao, Lijuan Wang
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone. CoRR (2022)
Fabrice Harel-Canada, Muhammad Ali Gulzar, Nanyun Peng, Miryung Kim
Sibylvariant Transformations for Robust Text Classification. CoRR (2022)
Zi-Yi Dou, Aishwarya Kamath, Zhe Gan, Pengchuan Zhang, Jianfeng Wang, Linjie Li, Zicheng Liu, Ce Liu, Yann LeCun, Nanyun Peng, Jianfeng Gao, Lijuan Wang
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone. NeurIPS (2022)
Yufei Tian, Nanyun Peng
Zero-shot Sonnet Generation with Discourse-level Planning and Aesthetics Features. CoRR (2022)
Guangxuan Xu, Ruibo Liu, Fabrice Harel-Canada, Nischal Reddy Chandra, Nanyun Peng
EnDex: Evaluation of Dialogue Engagingness at Scale. EMNLP (Findings) (2022)
Alexander Spangher, Xiang Ren, Jonathan May, Nanyun Peng
NewsEdits: A News Article Revision Dataset and a Document-Level Reasoning Challenge. CoRR (2022)
Jiao Sun, Anjali Narayan-Chen, Shereen Oraby, Shuyang Gao, Tagyoung Chung, Jing Huang, Yang Liu, Nanyun Peng
Context-Situated Pun Generation. EMNLP (2022)
Mingyu Derek Ma, Alex Taylor, Wei Wang, Nanyun Peng
DICE: Data-Efficient Clinical Event Extraction with Generative Models. CoRR (2022)
Rujun Han, Hong Chen, Yufei Tian, Nanyun Peng
Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts. NAACL-HLT (2022)
Yufei Tian, Divyanshu Sheth, Nanyun Peng
A Unified Framework for Pun Generation with Humor Principles. CoRR (2022)
Tao Meng, Sidi Lu, Nanyun Peng, Kai-Wei Chang
Controllable Text Generation with Neurally-Decomposed Oracle. CoRR (2022)
I-Hung Hsu, Kuan-Hao Huang, Elizabeth Boschee, Scott Miller, Prem Natarajan, Kai-Wei Chang, Nanyun Peng
DEGREE: A Data-Efficient Generation-Based Event Extraction Model. NAACL-HLT (2022)
Yufei Tian, Nanyun Peng
Zero-shot Sonnet Generation with Discourse-level Planning and Aesthetics Features. NAACL-HLT (2022)
Te-Lin Wu, Caiqi Zhang, Qingyuan Hu, Alexander Spangher, Nanyun Peng
Learning Action Conditions from Instructional Manuals for Instruction Understanding. CoRR (2022)
Arshiya Aggarwal, Jiao Sun, Nanyun Peng
Towards Robust NLG Bias Evaluation with Syntactically-diverse Prompts. EMNLP (Findings) (2022)
Alexander Spangher, Xiang Ren, Jonathan May, Nanyun Peng
NewsEdits: A News Article Revision Dataset and a Novel Document-Level Reasoning Challenge. NAACL-HLT (2022)

Nanyun Peng.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Nanyun Peng