Exploiting Latent Information to Predict Diffusions of Novel Topics on Social Networks. - Tsung-Ting Kuo; San-Chuan Hung; Wei-Shih Lin; Nanyun Peng 001; Shou-De Lin; Wei-Fen Lin (ACL (2), 2012)

Online Plagiarized Detection Through Exploiting Lexical, Syntax, and Semantic Information. - Wan-Yu Lin; Nanyun Peng 001; Chun-Chao Yen; Shou-de Lin (ACL (System Demonstrations), 2012)

Stochastic Contextual Edit Distance and Probabilistic FSTs. - Ryan Cotterell; Nanyun Peng 001; Jason Eisner (ACL (2), 2014)

Learning Polylingual Topic Models from Code-Switched Social Media Documents. - Nanyun Peng 001; Yiming Wang 006; Mark Dredze (ACL (2), 2014)

An Empirical Study of Chinese Name Matching and Applications. - Nanyun Peng 001; Mo Yu; Mark Dredze (ACL (2), 2015)

Dual Decomposition Inference for Graphical Models over Strings. - Nanyun Peng 001; Ryan Cotterell; Jason Eisner (EMNLP, 2015)

Named Entity Recognition for Chinese Social Media with Jointly Trained Embeddings. - Nanyun Peng 001; Mark Dredze (EMNLP, 2015)

A Concrete Chinese NLP Pipeline. - Nanyun Peng 001; Francis Ferraro; Mo Yu; Nicholas Andrews; Jay DeYoung; Max Thomas; Matthew R. Gormley; Travis Wolfe; Craig Harman; Benjamin Van Durme; Mark Dredze (HLT-NAACL, 2015)

HLTCOE Participation in TAC KBP 2015: Cold Start and TEDL. - Tim Finin; Dawn J. Lawrie; Paul McNamee; James Mayfield; Douglas W. Oard; Ning Gao; Nanyun Peng 001; Yiu-Chang Lin; Josh MacKin; Tim Dowd (TAC, 2015)

Modeling Word Forms Using Latent Underlying Morphs and Phonology. - Ryan Cotterell; Nanyun Peng 001; Jason Eisner (Trans. Assoc. Comput. Linguistics, 2015)

Improving Named Entity Recognition for Chinese Social Media with Word Segmentation Representation Learning. - Nanyun Peng 001; Mark Dredze (ACL (2), 2016)

Learning Word Segmentation Representations to Improve Named Entity Recognition for Chinese Social Media. - Nanyun Peng 001; Mark Dredze (CoRR, 2016)

Multi-task Multi-domain Representation Learning for Sequence Tagging. - Nanyun Peng 001; Mark Dredze (CoRR, 2016)

A Multi-task Learning Approach to Adapting Bilingual Word Embeddings for Cross-lingual Named Entity Recognition. - Dingquan Wang; Nanyun Peng 001; Kevin Duh (IJCNLP(2), 2017)

Multi-task Domain Adaptation for Sequence Tagging. - Nanyun Peng 001; Mark Dredze (Rep4NLP@ACL, 2017)

Cross-Sentence N-ary Relation Extraction with Graph LSTMs. - Nanyun Peng 001; Hoifung Poon; Chris Quirk; Kristina Toutanova; Wen-tau Yih (Trans. Assoc. Comput. Linguistics, 2017)

Style Transfer in Text: Exploration and Evaluation. - Zhenxin Fu; Xiaoye Tan; Nanyun Peng 001; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2018)

Stack-Pointer Networks for Dependency Parsing. - Xuezhe Ma; Zecong Hu; Jingzhou Liu; Nanyun Peng 001; Graham Neubig; Eduard H. Hovy (ACL (1), 2018)

Learning to Converse with Noisy Data: Generation with Calibration. - Mingyue Shang; Zhenxin Fu; Nanyun Peng 001; Yansong Feng 002; Dongyan Zhao 001; Rui Yan 001 (IJCAI, 2018)

Scalable Construction and Reasoning of Massive Knowledge Bases. - Xiang Ren 001; Nanyun Peng 001; William Yang Wang (NAACL-HLT (Tutorial Abstracts), 2018)

Multi-task Learning for Universal Sentence Representations: What Syntactic and Semantic Information is Captured? - Wasi Uddin Ahmad; Xueying Bai; Zhechao Huang; Chao Jiang; Nanyun Peng 001; Kai-Wei Chang (CoRR, 2018)

Learning Robust, Transferable Sentence Representations for Text Classification. - Wasi Uddin Ahmad; Xueying Bai; Nanyun Peng 001; Kai-Wei Chang (CoRR, 2018)

Near or Far, Wide Range Zero-Shot Cross-Lingual Dependency Parsing. - Wasi Uddin Ahmad; Zhisong Zhang; Xuezhe Ma; Eduard H. Hovy; Kai-Wei Chang; Nanyun Peng 001 (CoRR, 2018)

Molecular Biology Open Access Pubmed Word and Sentence Representations. - Gully Burns; Xiangci Li; Nanyun Peng 001 (Zenodo, 2018)

Plan-and-Write: Towards Better Automatic Storytelling. - Lili Yao; Nanyun Peng 001; Ralph M. Weischedel; Kevin Knight; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2019)

Espresso: A Fast End-to-End Neural Speech Recognition Toolkit. - Yiming Wang 006; Sanjeev Khudanpur; Tongfei Chen; Hainan Xu; Shuoyang Ding; Hang Lv 001; Yiwen Shao; Nanyun Peng 001; Lei Xie 001; Shinji Watanabe 001 (ASRU, 2019)

Debiasing community detection: the importance of lowly connected nodes. - Ninareh Mehrabi; Fred Morstatter; Nanyun Peng 001; Aram Galstyan (ASONAM, 2019)

Cross-Lingual Dependency Parsing with Unlabeled Auxiliary Languages. - Wasi Uddin Ahmad; Zhisong Zhang; Xuezhe Ma; Kai-Wei Chang; Nanyun Peng 001 (CoNLL, 2019)

Deep Structured Neural Network for Event Temporal Relation Extraction. - Rujun Han; I-Hung Hsu; Mu Yang; Aram Galstyan; Ralph M. Weischedel; Nanyun Peng 001 (CoNLL, 2019)

Learning a Unified Named Entity Tagger from Multiple Partially Annotated Corpora for Efficient Adaptation. - Xiao Huang; Li Dong; Elizabeth Boschee; Nanyun Peng 001 (CoNLL, 2019)

Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction. - Rujun Han; Qiang Ning; Nanyun Peng 001 (EMNLP/IJCNLP (1), 2019)

What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis. - Xiaolei Huang 002; Jonathan May; Nanyun Peng 001 (EMNLP/IJCNLP (1), 2019)

Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing. - Tao Meng; Nanyun Peng 001; Kai-Wei Chang (EMNLP/IJCNLP (1), 2019)

Do Nuclear Submarines Have Nuclear Captains? A Challenge Dataset for Commonsense Reasoning over Adjectives and Objects. - James Mullenbach; Jonathan Gordon 001; Nanyun Peng 001; Jonathan May (EMNLP/IJCNLP (1), 2019)

The Woman Worked as a Babysitter: On Biases in Language Generation. - Emily Sheng; Kai-Wei Chang; Premkumar Natarajan; Nanyun Peng 001 (EMNLP/IJCNLP (1), 2019)

On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing. - Wasi Uddin Ahmad; Zhisong Zhang; Xuezhe Ma; Eduard H. Hovy; Kai-Wei Chang; Nanyun Peng 001 (NAACL-HLT (1), 2019)

Plan, Write, and Revise: an Interactive System for Open-Domain Story Generation. - Seraphina Goldfarb-Tarrant; Haining Feng; Nanyun Peng 001 (NAACL-HLT (Demonstrations), 2019)

Pun Generation with Surprise. - He He 001; Nanyun Peng 001; Percy Liang (NAACL-HLT (1), 2019)

Evaluating and Enhancing the Robustness of Retrieval-Based Dialogue Systems with Adversarial Examples. - Jia Li 012; Chongyang Tao; Nanyun Peng 001; Wei Wu 014; Dongyan Zhao 001; Rui Yan 001 (NLPCC (1), 2019)

Building deep learning models for evidence classification from the open access biomedical literature. - Gully A. Burns; Xiangci Li; Nanyun Peng 001 (Database J. Biol. Databases Curation, 2019)

Better Automatic Evaluation of Open-Domain Dialogue Systems with Contextualized Embeddings. - Sarik Ghazarian; Johnny Tian-Zheng Wei; Aram Galstyan; Nanyun Peng 001 (CoRR, 2019)

Contextualized Word Embeddings Enhanced Event Temporal Relation Extraction for Story Understanding. - Rujun Han; Mengyue Liang; Bashar Alhafni; Nanyun Peng 001 (CoRR, 2019)

Discourse Tagging for Scientific Evidence Extraction. - Xiangci Li; Gully A. Burns; Nanyun Peng 001 (CoRR, 2019)

Predictive Engagement: An Efficient Metric for Automatic Evaluation of Open-Domain Dialogue Systems. - Sarik Ghazarian; Ralph M. Weischedel; Aram Galstyan; Nanyun Peng 001 (AAAI, 2020)

R^3: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense Knowledge. - Tuhin Chakrabarty; Debanjan Ghosh; Smaranda Muresan; Nanyun Peng 001 (ACL, 2020)

STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation. - Nader Akoury; Shufan Wang; Josh Whiting; Stephen Hood; Nanyun Peng 001; Mohit Iyyer (EMNLP (1), 2020)

Generating similes effortlessly like a Pro: A Style Transfer Approach for Simile Generation. - Tuhin Chakrabarty; Smaranda Muresan; Nanyun Peng 001 (EMNLP (1), 2020)

Content Planning for Neural Story Generation with Aristotelian Rescoring. - Seraphina Goldfarb-Tarrant; Tuhin Chakrabarty; Ralph M. Weischedel; Nanyun Peng 001 (EMNLP (1), 2020)

Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction. - Rujun Han; Yichao Zhou 001; Nanyun Peng 001 (EMNLP (1), 2020)

Biomedical Event Extraction on Graph Edge-conditioned Attention Networks with Hierarchical Knowledge Graphs. - Kung-Hsiang Huang; Mu Yang; Nanyun Peng 001 (EMNLP (Findings), 2020)

TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions. - Qiang Ning; Hao Wu 034; Rujun Han; Nanyun Peng 001; Matt Gardner 001; Dan Roth 001 (EMNLP (1), 2020)

Towards Controllable Biases in Language Generation. - Emily Sheng; Kai-Wei Chang; Prem Natarajan; Nanyun Peng 001 (EMNLP (Findings), 2020)

Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering. - Peifeng Wang; Nanyun Peng 001; Filip Ilievski; Pedro A. Szekely; Xiang Ren 001 (EMNLP (Findings), 2020)

Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition. - Ninareh Mehrabi; Thamme Gowda; Fred Morstatter; Nanyun Peng 001; Aram Galstyan (HT, 2020)

Identifying Cultural Differences through Multi-Lingual Wikipedia. - Yufei Tian; Tuhin Chakrabarty; Fred Morstatter; Nanyun Peng 001 (CoRR, 2020)

Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering. - Peifeng Wang; Nanyun Peng 001; Pedro A. Szekely; Xiang Ren 001 (CoRR, 2020)

Generating similes like a Pro: A Style Transfer Approach for Simile Generation. - Tuhin Chakrabarty; Smaranda Muresan; Nanyun Peng 001 (CoRR, 2020)

Efficient End-to-end Learning of Cross-event Dependencies for Document-level Event Extraction. - Kung-Hsiang Huang; Nanyun Peng 001 (CoRR, 2020)

"Nice Try, Kiddo": Ad Hominems in Dialogue Systems. - Emily Sheng; Kai-Wei Chang; Premkumar Natarajan; Nanyun Peng 001 (CoRR, 2020)

DEER: A Data Efficient Language Model for Event Temporal Reasoning. - Rujun Han; Xiang Ren 001; Nanyun Peng 001 (CoRR, 2020)

GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction. - Wasi Uddin Ahmad; Nanyun Peng 001; Kai-Wei Chang (AAAI, 2021)

A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification. - Xiangci Li; Gully A. Burns; Nanyun Peng 001 (SDU@AAAI, 2021)

MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification. - Te-Lin Wu; Shikhar Singh; Sayan Paul; Gully A. Burns; Nanyun Peng 001 (AAAI, 2021)

Identifying Distributional Perspectives from Colingual Groups. - Yufei Tian; Tuhin Chakrabarty; Fred Morstatter; Nanyun Peng 001 (SocialNLP@NAACL, 2021)

Societal Biases in Language Generation: Progress and Challenges. - Emily Sheng; Kai-Wei Chang; Prem Natarajan; Nanyun Peng 001 (ACL/IJCNLP (1), 2021)

COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences. - Shikhar Singh; Nuan Wen; Yu Hou; Pegah Alipoormolabashi; Te-Lin Wu; Xuezhe Ma; Nanyun Peng 001 (ACL/IJCNLP (Findings), 2021)

Metaphor Generation with Conceptual Mappings. - Kevin Stowe; Tuhin Chakrabarty; Nanyun Peng 001; Smaranda Muresan; Iryna Gurevych (ACL/IJCNLP (1), 2021)

Men Are Elected, Women Are Married: Events Gender Bias on Wikipedia. - Jiao Sun; Nanyun Peng 001 (ACL/IJCNLP (2), 2021)

Scientific Discourse Tagging for Evidence Extraction. - Xiangci Li; Gully A. Burns; Nanyun Peng 001 (EACL, 2021)

Improving Pre-trained Vision-and-Language Embeddings for Phrase Grounding. - Zi-Yi Dou; Nanyun Peng 001 (EMNLP (1), 2021)

ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning. - Rujun Han; Xiang Ren 001; Nanyun Peng 001 (EMNLP (1), 2021)

ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations. - Rujun Han; I-Hung Hsu; Jiao Sun; Julia Baylon; Qiang Ning; Dan Roth 001; Nanyun Peng 001 (EMNLP (1), 2021)

Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training. - Kuan-Hao Huang; Wasi Uddin Ahmad; Nanyun Peng 001; Kai-Wei Chang (EMNLP (1), 2021)

Document-level Entity-based Extraction as Template Generation. - Kung-Hsiang Huang; Sam Tang; Nanyun Peng 001 (EMNLP (1), 2021)

HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning. - Mingyu Derek Ma; Muhao Chen 001; Te-Lin Wu; Nanyun Peng 001 (EMNLP (Findings), 2021)

AESOP: Paraphrase Generation with Adaptive Syntactic Control. - Jiao Sun; Xuezhe Ma; Nanyun Peng 001 (EMNLP (1), 2021)

HypoGen: Hyperbole Generation with Commonsense and Counterfactual Knowledge. - Yufei Tian; Arvind Krishna Sridhar; Nanyun Peng 001 (EMNLP (Findings), 2021)

Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning. - Da Yin; Liunian Harold Li; Ziniu Hu; Nanyun Peng 001; Kai-Wei Chang (EMNLP (1), 2021)

MERMAID: Metaphor Generation with Symbolism and Discriminative Decoding. - Tuhin Chakrabarty; Xurui Zhang; Smaranda Muresan; Nanyun Peng 001 (NAACL-HLT, 2021)

DiSCoL: Toward Engaging Dialogue Systems through Conversational Line Guided Response Generation. - Sarik Ghazarian; Zixi Liu; Tuhin Chakrabarty; Xuezhe Ma; Aram Galstyan; Nanyun Peng 001 (NAACL-HLT (Demonstrations), 2021)

Plot-guided Adversarial Example Construction for Evaluating Open-domain Story Generation. - Sarik Ghazarian; Zixi Liu; Akash SM; Ralph M. Weischedel; Aram Galstyan; Nanyun Peng 001 (NAACL-HLT, 2021)

EventPlus: A Temporal Event Understanding Pipeline. - Mingyu Derek Ma; Jiao Sun; Mu Yang; Kung-Hsiang Huang; Nuan Wen; Shikhar Singh; Rujun Han; Nanyun Peng 001 (NAACL-HLT (Demonstrations), 2021)

"Nice Try, Kiddo": Investigating Ad Hominems in Dialogue Responses. - Emily Sheng; Kai-Wei Chang; Prem Natarajan; Nanyun Peng 001 (NAACL-HLT, 2021)

MrGCN: Mirror Graph Convolution Network for Relation Extraction with Long-Term Dependencies. - Xiao Guo; I-Hung Hsu; Wael AbdAlmageed; Premkumar Natarajan; Nanyun Peng 001 (CoRR, 2021)

On Efficient Training, Controllability and Compositional Generalization of Insertion-based Language Generators. - Sidi Lu; Nanyun Peng 001 (CoRR, 2021)

ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning. - Rujun Han; I-Hung Hsu; Jiao Sun; Julia Baylon; Qiang Ning; Dan Roth 001; Nanyun Peng 001 (CoRR, 2021)

Revealing Persona Biases in Dialogue Systems. - Emily Sheng; Josh Arnold; Zhou Yu 005; Kai-Wei Chang; Nanyun Peng 001 (CoRR, 2021)

Modeling "Newsworthiness" for Lead-Generation Across Corpora. - Alexander Spangher; Nanyun Peng 001; Jonathan May; Emilio Ferrara (CoRR, 2021)

"Don't quote me on that": Finding Mixtures of Sources in News Articles. - Alexander Spangher; Nanyun Peng 001; Jonathan May; Emilio Ferrara (CoRR, 2021)

What do Bias Measures Measure? - Sunipa Dev; Emily Sheng; Jieyu Zhao 001; Jiao Sun; Yu Hou; Mattie Sanseverino; Jiin Kim; Nanyun Peng 001; Kai-Wei Chang (CoRR, 2021)

Event Extraction as Natural Language Generation. - I-Hung Hsu; Kuan-Hao Huang; Elizabeth Boschee; Scott Miller; Prem Natarajan; Kai-Wei Chang; Nanyun Peng 001 (CoRR, 2021)

Understanding Procedural Knowledge by Sequencing Multimodal Instructional Manuals. - Te-Lin Wu; Alexander Spangher; Pegah Alipoormolabashi; Marjorie Freedman; Ralph M. Weischedel; Nanyun Peng 001 (CoRR, 2021)

Zero-Shot Commonsense Question Answering with Cloze Translation and Consistency Optimization. - Zi-Yi Dou; Nanyun Peng 001 (AAAI, 2022)

On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark. - Hao Sun 012; Guangxuan Xu; Jiawen Deng; Jiale Cheng; Chujie Zheng; Hao Zhou 012; Nanyun Peng 001; Xiaoyan Zhu 001; Minlie Huang (ACL (Findings), 2022)

DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations. - Sarik Ghazarian; Nuan Wen; Aram Galstyan; Nanyun Peng 001 (ACL (1), 2022)

Sibylvariant Transformations for Robust Text Classification. - Fabrice Harel-Canada; Muhammad Ali Gulzar; Nanyun Peng 001; Miryung Kim (ACL (Findings), 2022)

Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction. - Kuan-Hao Huang; I-Hung Hsu; Prem Natarajan; Kai-Wei Chang; Nanyun Peng 001 (ACL (1), 2022)

Understanding Multimodal Procedural Knowledge by Sequencing Multimodal Instructional Manuals. - Te-Lin Wu; Alexander Spangher; Pegah Alipoormolabashi; Marjorie Freedman; Ralph M. Weischedel; Nanyun Peng 001 (ACL (1), 2022)

Fantastic Questions and Where to Find Them: FairytaleQA - An Authentic Dataset for Narrative Comprehension. - Ying Xu; Dakuo Wang; Mo Yu; Daniel Ritchie; Bingsheng Yao; Tongshuang Wu; Zheng Zhang 043; Toby Jia-Jun Li; Nora Bradford; Branda Sun; Tran Bao Hoang; Yisi Sang; et al. (ACL (1), 2022)

Paraphrase Generation as Unsupervised Machine Translation. - Xiaofei Sun 001; Yufei Tian; Yuxian Meng; Nanyun Peng 001; Fei Wu 001; Jiwei Li 001; Chun Fan 001 (COLING, 2022)

An Empirical Study of Training End-to-End Vision-and-Language Transformers. - Zi-Yi Dou; Yichong Xu; Zhe Gan; Jianfeng Wang; Shuohang Wang; Lijuan Wang; Chenguang Zhu 001; Pengchuan Zhang; Lu Yuan; Nanyun Peng 001; Zicheng Liu 001; Michael Zeng 001 (CVPR, 2022)

Towards Robust NLG Bias Evaluation with Syntactically-diverse Prompts. - Arshiya Aggarwal; Jiao Sun; Nanyun Peng 001 (EMNLP (Findings), 2022)

Character-centric Story Visualization via Visual Planning and Token Alignment. - Hong Chen 017; Rujun Han; Te-Lin Wu; Hideki Nakayama; Nanyun Peng 001 (EMNLP, 2022)

Sequentially Controlled Text Generation. - Alexander Spangher; Yao Ming; Xinyu Hua; Nanyun Peng 001 (EMNLP (Findings), 2022)

ExPUNations: Augmenting Puns with Keywords and Explanations. - Jiao Sun; Anjali Narayan-Chen; Shereen Oraby; Alessandra Cervone; Tagyoung Chung; Jing Huang 020; Yang Liu 004; Nanyun Peng 001 (EMNLP, 2022)

Context-Situated Pun Generation. - Jiao Sun; Anjali Narayan-Chen; Shereen Oraby; Shuyang Gao; Tagyoung Chung; Jing Huang 020; Yang Liu 004; Nanyun Peng 001 (EMNLP, 2022)

A Unified Framework for Pun Generation with Humor Principles. - Yufei Tian; Divyanshu Sheth; Nanyun Peng 001 (EMNLP (Findings), 2022)

EnDex: Evaluation of Dialogue Engagingness at Scale. - Guangxuan Xu; Ruibo Liu; Fabrice Harel-Canada; Nischal Reddy Chandra; Nanyun Peng 001 (EMNLP (Findings), 2022)

Re3: Generating Longer Stories With Recursive Reprompting and Revision. - Kevin Yang; Yuandong Tian; Nanyun Peng 001; Dan Klein 001 (EMNLP, 2022)

Controllable Text Generation for Open-Domain Creativity and Fairness. - Nanyun (Violet) Peng (IJCAI, 2022)

On Measures of Biases and Harms in NLP. - Sunipa Dev; Emily Sheng; Jieyu Zhao 001; Aubrie Amstutz; Jiao Sun; Yu Hou; Mattie Sanseverino; Jiin Kim; Akihiro Nishi; Nanyun Peng 001; Kai-Wei Chang (AACL/IJCNLP (Findings), 2022)

FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation. - Zi-Yi Dou; Nanyun Peng 001 (NAACL-HLT, 2022)

Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts. - Rujun Han; Hong Chen 017; Yufei Tian; Nanyun Peng 001 (NAACL-HLT, 2022)

DEGREE: A Data-Efficient Generation-Based Event Extraction Model. - I-Hung Hsu; Kuan-Hao Huang; Elizabeth Boschee; Scott Miller; Prem Natarajan; Kai-Wei Chang; Nanyun Peng 001 (NAACL-HLT, 2022)

Socially Aware Bias Measurements for Hindi Language Representations. - Vijit Malik; Sunipa Dev; Akihiro Nishi; Nanyun Peng 001; Kai-Wei Chang (NAACL-HLT, 2022)

AmbiPun: Generating Humorous Puns with Ambiguous Context. - Anirudh Mittal; Yufei Tian; Nanyun Peng 001 (NAACL-HLT, 2022)

NewsEdits: A News Article Revision Dataset and a Novel Document-Level Reasoning Challenge. - Alexander Spangher; Xiang Ren 001; Jonathan May; Nanyun Peng 001 (NAACL-HLT, 2022)

Zero-shot Sonnet Generation with Discourse-level Planning and Aesthetics Features. - Yufei Tian; Nanyun Peng 001 (NAACL-HLT, 2022)

Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone. - Zi-Yi Dou; Aishwarya Kamath; Zhe Gan; Pengchuan Zhang; Jianfeng Wang; Linjie Li; Zicheng Liu 001; Ce Liu 001; Yann LeCun; Nanyun Peng 001; Jianfeng Gao 001; Lijuan Wang (NeurIPS, 2022)

InsNet: An Efficient, Flexible, and Performant Insertion-based Text Generation Model. - Sidi Lu; Tao Meng; Nanyun Peng 001 (NeurIPS, 2022)

Controllable Text Generation with Neurally-Decomposed Oracle. - Tao Meng; Sidi Lu; Nanyun Peng 001; Kai-Wei Chang (NeurIPS, 2022)

GENEVA: Pushing the Limit of Generalizability for Event Argument Extraction with 100+ Event Types. - Tanmay Parekh; I-Hung Hsu; Kuan-Hao Huang; Kai-Wei Chang; Nanyun Peng 001 (CoRR, 2022)

A Simple and Unified Tagging Model with Priming for Relational Structure Predictions. - I-Hung Hsu; Kuan-Hao Huang; Shuning Zhang; Wenxin Cheng; Premkumar Natarajan; Kai-Wei Chang; Nanyun Peng 001 (CoRR, 2022)

NewsEdits: A News Article Revision Dataset and a Document-Level Reasoning Challenge. - Alexander Spangher; Xiang Ren 001; Jonathan May; Nanyun Peng 001 (CoRR, 2022)

NECE: Narrative Event Chain Extraction Toolkit. - Guangxuan Xu; Paulina Toro Isaza; Moshi Li; Akintoye Oloko; Bingsheng Yao; Aminat Adebiyi; Yufang Hou 001; Nanyun Peng 001; Dakuo Wang (CoRR, 2022)

A Moral- and Event- Centric Inspection of Gender Bias in Fairy Tales at A Large Scale. - Kyrie Zhixuan Zhou; Jiao Sun; Jiaxin Pei; Nanyun Peng 001; Jinjun Xiong (CoRR, 2022)

ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems. - Sarik Ghazarian; Yijia Shao; Rujun Han; Aram Galstyan; Nanyun Peng 001 (ACL (1), 2023)

TAGPRIME: A Unified Framework for Relational Structure Extraction. - I-Hung Hsu; Kuan-Hao Huang; Shuning Zhang; Wenxin Cheng; Prem Natarajan; Kai-Wei Chang; Nanyun Peng 001 (ACL (1), 2023)

Code-Switched Text Synthesis in Unseen Language Pairs. - I-Hung Hsu; Avik Ray; Shubham Garg; Nanyun Peng 001; Jing Huang 020 (ACL (Findings), 2023)

AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model. - I-Hung Hsu; Zhiyu Xie 001; Kuan-Hao Huang; Prem Natarajan; Nanyun Peng 001 (ACL (1), 2023)

Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children's Fairy Tales. - Paulina Toro Isaza; Guangxuan Xu; Toye Oloko; Yufang Hou 001; Nanyun Peng 001; Dakuo Wang (ACL (1), 2023)

Do Models Really Learn to Follow Instructions? An Empirical Study of Instruction Tuning. - Po-Nien Kung; Nanyun Peng 001 (ACL (2), 2023)

DICE: Data-Efficient Clinical Event Extraction with Generative Models. - Mingyu Derek Ma; Alexander Taylor 002; Wei Wang 010; Nanyun Peng 001 (ACL (1), 2023)

GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles. - Tanmay Parekh; I-Hung Hsu; Kuan-Hao Huang; Kai-Wei Chang; Nanyun Peng 001 (ACL (1), 2023)

Unsupervised Melody-to-Lyrics Generation. - Yufei Tian; Anjali Narayan-Chen; Shereen Oraby; Alessandra Cervone; Gunnar A. Sigurdsson; Chenyang Tao; Wenbo Zhao 006; Tagyoung Chung; Jing Huang 020; Nanyun Peng 001 (ACL (1), 2023)

SIMMC-VR: A Task-oriented Multimodal Dialog Dataset with Situated and Immersive VR Streams. - Te-Lin Wu; Satwik Kottur; Andrea Madotto; Mahmoud Azab; Pedro Rodríguez 001; Babak Damavandi; Nanyun Peng 001; Seungwhan Moon (ACL (1), 2023)

Learning Action Conditions from Instructional Manuals for Instruction Understanding. - Te-Lin Wu; Caiqi Zhang; Qingyuan Hu; Alexander Spangher; Nanyun Peng 001 (ACL (1), 2023)

DOC: Improving Long Story Coherence With Detailed Outline Control. - Kevin Yang; Dan Klein 001; Nanyun Peng 001; Yuandong Tian (ACL (1), 2023)

Generalized Decoding for Pixel, Image, and Language. - Xueyan Zou; Zi-Yi Dou; Jianwei Yang; Zhe Gan; Linjie Li; Chunyuan Li; Xiyang Dai; Harkirat Behl; Jianfeng Wang; Lu Yuan; Nanyun Peng 001; Lijuan Wang; et al. (CVPR, 2023)

Masked Path Modeling for Vision-and-Language Navigation. - Zi-Yi Dou; Feng Gao; Nanyun Peng 001 (EMNLP (Findings), 2023)

Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks. - Po-Nien Kung; Fan Yin; Di Wu 054; Kai-Wei Chang; Nanyun Peng 001 (EMNLP, 2023)

Gender Biases in Automatic Evaluation Metrics for Image Captioning. - Haoyi Qiu; Zi-Yi Dou; Tianlu Wang; Asli Celikyilmaz; Nanyun Peng 001 (EMNLP, 2023)

Identifying Informational Sources in News Articles. - Alexander Spangher; Nanyun Peng 001; Emilio Ferrara; Jonathan May (EMNLP, 2023)

Evaluating Large Language Models on Controlled Generation Tasks. - Jiao Sun; Yufei Tian; Wangchunshu Zhou; Nan Xu; Qian Hu; Rahul Gupta 001; John Frederick Wieting; Nanyun Peng 001; Xuezhe Ma (EMNLP, 2023)

Harnessing Black-Box Control to Boost Commonsense in LM's Generation. - Yufei Tian; Felix Zhang; Nanyun Peng 001 (EMNLP, 2023)

"Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters. - Yixin Wan; George Pu; Jiao Sun; Aparna Garimella; Kai-Wei Chang; Nanyun Peng 001 (EMNLP (Findings), 2023)

Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems. - Yixin Wan; Jieyu Zhao 001; Aman Chadha; Nanyun Peng 001; Kai-Wei Chang (EMNLP (Findings), 2023)

ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos. - Te-Lin Wu; Zi-Yi Dou; Qingyuan Hu; Yu Hou; Nischal Reddy Chandra; Marjorie Freedman; Ralph M. Weischedel; Nanyun Peng 001 (EMNLP, 2023)

Localizing Active Objects from Egocentric Vision with Symbolic World Knowledge. - Te-Lin Wu; Yu Zhou 030; Nanyun Peng 001 (EMNLP, 2023)

Tractable Control for Autoregressive Language Generation. - Honghua Zhang; Meihua Dang; Nanyun Peng 001; Guy Van den Broeck (ICML, 2023)

Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning. - Mingyu Derek Ma; Jiun-Yu Kao; Shuyang Gao; Arpit Gupta; Di Jin; Tagyoung Chung; Nanyun Peng 001 (INTERSPEECH, 2023)

The Second Workshop on Knowledge-Augmented Methods for Natural Language Processing. - Wenhao Yu 002; Lingbo Tong; Weijia Shi; Nanyun Peng 001; Meng Jiang 001 (KDD, 2023)

DesCo: Learning Object Recognition with Rich Language Descriptions. - Liunian Harold Li; Zi-Yi Dou; Nanyun Peng 001; Kai-Wei Chang (NeurIPS, 2023)

MERCY: Multiple Response Ranking Concurrently in Realistic Open-Domain Conversational Systems. - Sarik Ghazarian; Behnam Hedayatnia; Di Jin; Sijia Liu 007; Nanyun Peng 001; Yang Liu 004; Dilek Hakkani-Tur (SIGDIAL, 2023)

Investigating the Representation of Open Domain Dialogue Context for Transformer Models. - Vishakh Padmakumar; Behnam Hedayatnia; Di Jin; Patrick Lange; Seokhwan Kim; Nanyun Peng 001; Yang Liu 004; Dilek Hakkani-Tur (SIGDIAL, 2023)

Detecting Social Media Manipulation in Low-Resource Languages. - Samar Haider; Luca Luceri; Ashok Deb; Adam Badawy; Nanyun Peng 001; Emilio Ferrara (WWW (Companion Volume), 2023)

Unsupervised Melody-Guided Lyrics Generation. - Yufei Tian; Anjali Narayan-Chen; Shereen Oraby; Alessandra Cervone; Gunnar A. Sigurdsson; Chenyang Tao; Wenbo Zhao 006; Tagyoung Chung; Jing Huang 020; Nanyun Peng 001 (CoRR, 2023)

Gender Biases in Automatic Evaluation Metrics: A Case Study on Image Captioning. - Haoyi Qiu; Zi-Yi Dou; Tianlu Wang; Asli Celikyilmaz; Nanyun Peng 001 (CoRR, 2023)

STAR: Boosting Low-Resource Event Extraction by Structure-to-Text Data Generation with Large Language Models. - Mingyu Derek Ma; Xiaoxuan Wang; Po-Nien Kung; P. Jeffrey Brantingham; Nanyun Peng 001; Wei Wang 010 (CoRR, 2023)

Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children's Fairy Tales. - Paulina Toro Isaza; Guangxuan Xu; Akintoye Oloko; Yufang Hou 001; Nanyun Peng 001; Dakuo Wang (CoRR, 2023)

Unsupervised Melody-to-Lyric Generation. - Yufei Tian; Anjali Narayan-Chen; Shereen Oraby; Alessandra Cervone; Gunnar A. Sigurdsson; Chenyang Tao; Wenbo Zhao 006; Tagyoung Chung; Jing Huang 020; Nanyun Peng 001 (CoRR, 2023)

On Compositionality and Improved Training of NADO. - Sidi Lu; Wenbo Zhao 006; Chenyang Tao; Arpit Gupta; Shanchan Wu; Tagyoung Chung; Nanyun Peng 001 (CoRR, 2023)

Open-Domain Text Evaluation via Meta Distribution Modeling. - Sidi Lu; Asli Celikyilmaz; Tianlu Wang; Nanyun Peng 001 (CoRR, 2023)

Next Steps for Human-Centered Generative AI: A Technical Perspective. - Xiang 'Anthony' Chen; Jeff Burke; Ruofei Du; Matthew K. Hong; Jennifer Jacobs 001; Philippe Laban; Dingzeyu Li; Nanyun Peng 001; Karl D. D. Willis; Chien-Sheng Wu; Bolei Zhou (CoRR, 2023)

RLCD: Reinforcement Learning from Contrast Distillation for Language Model Alignment. - Kevin Yang; Dan Klein 001; Asli Celikyilmaz; Nanyun Peng 001; Yuandong Tian (CoRR, 2023)

Contextual Label Projection for Cross-Lingual Structure Extraction. - Tanmay Parekh; I-Hung Hsu; Kuan-Hao Huang; Kai-Wei Chang; Nanyun Peng 001 (CoRR, 2023)

BOOST: Harnessing Black-Box Control to Boost Commonsense in LMs' Generation. - Yufei Tian; Felix Zhang; Nanyun Peng 001 (CoRR, 2023)

AMRFact: Enhancing Summarization Factuality Evaluation with AMR-driven Training Data Generation. - Haoyi Qiu; Kung-Hsiang Huang; Jingnong Qu; Nanyun Peng 001 (CoRR, 2023)

A Reevaluation of Event Extraction: Past, Present, and Future Challenges. - Kuan-Hao Huang; I-Hung Hsu; Tanmay Parekh; Zhiyu Xie 001; Zixuan Zhang; Premkumar Natarajan; Kai-Wei Chang; Nanyun Peng 001; Heng Ji 001 (CoRR, 2023)

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. - Aarohi Srivastava; Abhinav Rastogi; Abhishek Rao; Abu Awal Md Shoeb; Abubakar Abid; Adam Fisch; Adam R. Brown; Adam Santoro; Aditya Gupta; Adrià Garriga-Alonso; Agnieszka Kluska; Aitor Lewkowycz; et al. (Trans. Mach. Learn. Res., 2023)

MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways. - Mingyu Derek Ma; Alexander K. Taylor 002; Nuan Wen; Yanchen Liu; Po-Nien Kung; Wenna Qin; Shicheng Wen; Azure Zhou; Diyi Yang; Xuezhe Ma; Nanyun Peng 001; Wei Wang 010 (AAAI, 2024)

STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models. - Mingyu Derek Ma; Xiaoxuan Wang; Po-Nien Kung; P. Jeffrey Brantingham; Nanyun Peng 001; Wei Wang 010 (AAAI, 2024)

Improving Event Definition Following For Zero-Shot Event Detection. - Zefan Cai; Po-Nien Kung; Ashima Suvarna; Mingyu Derek Ma; Hritik Bansal; Baobao Chang; P. Jeffrey Brantingham; Wei Wang 010; Nanyun Peng 001 (ACL (1), 2024)

CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation. - I-Hung Hsu; Zifeng Wang 002; Long T. Le; Lesly Miculicich; Nanyun Peng 001; Chen-Yu Lee; Tomas Pfister (ACL (Findings), 2024)

Argument-Aware Approach To Event Linking. - I-Hung Hsu; Zihan Xue; Nilay Pochhi; Sahil Bansal; Prem Natarajan; Jayanth Srinivasa; Nanyun Peng 001 (ACL (Findings), 2024)

TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction. - Kuan-Hao Huang; I-Hung Hsu; Tanmay Parekh; Zhiyu Xie 001; Zixuan Zhang; Prem Natarajan; Kai-Wei Chang; Nanyun Peng 001; Heng Ji 001 (ACL (Findings), 2024)

VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models. - Haoyi Qiu; Wenbo Hu 006; Zi-Yi Dou; Nanyun Peng 001 (ACL (Findings), 2024)

Tracking the Newsworthiness of Public Documents. - Alexander Spangher; Serdar Tumgoren; Ben Welsh; Nanyun Peng 001; Emilio Ferrara; Jonathan May (ACL (1), 2024)

Medical Vision-Language Pre-Training for Brain Abnormalities. - Masoud Monajatipoor; Zi-Yi Dou; Aichi Chien; Nanyun Peng 001; Kai-Wei Chang (LREC/COLING, 2024)

VDebugger: Harnessing Execution Feedback for Debugging Visual Programs. - Xueqing Wu 001; Zongyu Lin; Songyan Zhao; Te-Lin Wu; Pan Lu; Nanyun Peng 001; Kai-Wei Chang (EMNLP (Findings), 2024)

Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM. - Haw-Shiuan Chang; Nanyun Peng 001; Mohit Bansal; Anil Ramakrishna; Tagyoung Chung (EMNLP, 2024)

Re-ReST: Reflection-Reinforced Self-Training for Language Agents. - Zi-Yi Dou; Cheng-Fu Yang; Xueqing Wu 001; Kai-Wei Chang; Nanyun Peng 001 (EMNLP, 2024)

LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints. - Thomas Palmeira Ferraz; Kartik Mehta; Yu-Hsiang Lin; Haw-Shiuan Chang; Shereen Oraby; Sijia Liu 007; Vivek Subramanian; Tagyoung Chung; Mohit Bansal; Nanyun Peng 001 (EMNLP (Findings), 2024)

Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue. - Jia-Chen Gu; Hao-Xiang Xu; Jun-Yu Ma; Pan Lu; Zhen-Hua Ling; Kai-Wei Chang; Nanyun Peng 001 (EMNLP, 2024)

Measuring Psychological Depth in Language Models. - Fabrice Harel-Canada; Hanyu Zhou; Sreya Muppalla; Zeynep Yildiz; Miryung Kim; Amit Sahai; Nanyun Peng 001 (EMNLP, 2024)

Control Large Language Models via Divide and Conquer. - Bingxuan Li; Yiwei Wang 001; Tao Meng; Kai-Wei Chang; Nanyun Peng 001 (EMNLP, 2024)

Uncertainty Calibration for Tool-Using Language Agents. - Hao Liu; Zi-Yi Dou; Yixin Wang; Nanyun Peng 001; Yisong Yue (EMNLP (Findings), 2024)

LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning. - Silin Meng; Yiwei Wang 001; Cheng-Fu Yang; Nanyun Peng 001; Kai-Wei Chang (EMNLP (Findings), 2024)

SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness. - Tanmay Parekh; Jeffrey Kwan; Jiarui Yu; Sparsh Johri; Hyosang Ahn; Sreya Muppalla; Kai-Wei Chang; Wei Wang 010; Nanyun Peng 001 (EMNLP, 2024)

Do LLMs Plan Like Human Writers? Comparing Journalist Coverage of Press Releases with LLMs. - Alexander Spangher; Nanyun Peng 001; Sebastian Gehrmann; Mark Dredze (EMNLP, 2024)

Explaining Mixtures of Sources in News Articles. - Alexander Spangher; James Youn; Matt DeButts; Nanyun Peng 001; Emilio Ferrara; Jonathan May (EMNLP (Findings), 2024)

QUDSELECT: Selective Decoding for Questions Under Discussion Parsing. - Ashima Suvarna; Xiao Liu; Tanmay Parekh; Kai-Wei Chang; Nanyun Peng 001 (EMNLP, 2024)

Are Large Language Models Capable of Generating Human-Level Narratives? - Yufei Tian; Tenghao Huang; Miri Liu; Derek Jiang; Alexander Spangher; Muhao Chen 001; Jonathan May; Nanyun Peng 001 (EMNLP, 2024)

Detecting Machine-Generated Long-Form Content with Latent-Space Variables. - Yufei Tian; Zeyu Pan; Nanyun Peng 001 (EMNLP (Findings), 2024)

Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation. - Di Wu 054; Jia-Chen Gu; Fan Yin; Nanyun Peng 001; Kai-Wei Chang (EMNLP, 2024)

RLCD: Reinforcement Learning from Contrastive Distillation for LM Alignment. - Kevin Yang; Dan Klein 001; Asli Celikyilmaz; Nanyun Peng 001; Yuandong Tian (ICLR, 2024)

DiNADO: Norm-Disentangled Neurally-Decomposed Oracles for Controlling Language Models. - Sidi Lu; Wenbo Zhao 006; Chenyang Tao; Arpit Gupta; Shanchan Wu; Tagyoung Chung; Nanyun Peng 001 (ICML, 2024)

Open-Domain Text Evaluation via Contrastive Distribution Methods. - Sidi Lu; Hongyi Liu; Asli Celikyilmaz; Tianlu Wang; Nanyun Peng 001 (ICML, 2024)

ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models. - Rohan Wadhawan; Hritik Bansal; Kai-Wei Chang; Nanyun Peng 001 (ICML, 2024)

On Prompt-Driven Safeguarding for Large Language Models. - Chujie Zheng; Fan Yin; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Kai-Wei Chang; Minlie Huang; Nanyun Peng 001 (ICML, 2024)

New Job, New Gender? Measuring the Social Bias in Image Generation Models. - Wenxuan Wang 001; Haonan Bai; Jen-tse Huang 001; Yuxuan Wan; Youliang Yuan; Haoyi Qiu; Nanyun Peng 001; Michael R. Lyu (ACM Multimedia, 2024)

MIRACLE: An Online, Explainable Multimodal Interactive Concept Learning System. - Ansel Blume; Khanh Duy Nguyen; Zhenhailong Wang; Yangyi Chen; Michal Shlapentokh-Rothman; Xiaomeng Jin; Jeonghwan Kim; Zhen Zhu 006; Jiateng Liu; Kuan-Hao Huang; Mankeerat Sidhu; Xuanming Zhang; et al. (ACM Multimedia, 2024)

Human-in-the-Loop Synthetic Text Data Inspection with Provenance Tracking. - Hong Jin Kang; Fabrice Harel-Canada; Muhammad Ali Gulzar; Nanyun Peng 001; Miryung Kim (NAACL-HLT (Findings), 2024)

Mitigating Bias for Question Answering Models by Tracking Bias Influence. - Mingyu Derek Ma; Jiun-Yu Kao; Arpit Gupta; Yu-Hsiang Lin; Wenbo Zhao 006; Tagyoung Chung; Wei Wang 010; Kai-Wei Chang; Nanyun Peng 001 (NAACL-HLT, 2024)

Contextual Label Projection for Cross-Lingual Structured Prediction. - Tanmay Parekh; I-Hung Hsu; Kuan-Hao Huang; Kai-Wei Chang; Nanyun Peng 001 (NAACL-HLT, 2024)

Event Detection from Social Media for Epidemic Prediction. - Tanmay Parekh; Anh Mac; Jiarui Yu; Yuxuan Dong; Syed Shahriar; Bonnie Liu; Eric Yang; Kuan-Hao Huang; Wei Wang 010; Nanyun Peng 001; Kai-Wei Chang (NAACL-HLT, 2024)

AMRFact: Enhancing Summarization Factuality Evaluation with AMR-Driven Negative Samples Generation. - Haoyi Qiu; Kung-Hsiang Huang; Jingnong Qu; Nanyun Peng 001 (NAACL-HLT, 2024)

MacGyver: Are Large Language Models Creative Problem Solvers? - Yufei Tian; Abhilasha Ravichander; Lianhui Qin; Ronan Le Bras 001; Raja Marjieh; Nanyun Peng 001; Yejin Choi 001; Thomas L. Griffiths 001; Faeze Brahman (NAACL-HLT, 2024)

DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation. - Xueqing Wu 001; Rui Zheng; Jingzhen Sha; Te-Lin Wu; Hanyu Zhou; Mohan Tang; Kai-Wei Chang; Nanyun Peng 001; Haoran Huang (NeurIPS, 2024)

Matryoshka Query Transformer for Large Vision-Language Models. - Wenbo Hu 006; Zi-Yi Dou; Liunian Harold Li; Amita Kamath; Nanyun Peng 001; Kai-Wei Chang (NeurIPS, 2024)

SafeWorld: Geo-Diverse Safety Alignment. - Da Yin; Haoyi Qiu; Kung-Hsiang Huang; Kai-Wei Chang; Nanyun Peng 001 (NeurIPS, 2024)

Adaptable Logical Control for Large Language Models. - Honghua Zhang; Po-Nien Kung; Masahiro Yoshida; Guy Van den Broeck; Nanyun Peng 001 (NeurIPS, 2024)

Model Editing Can Hurt General Abilities of Large Language Models. - Jia-Chen Gu; Hao-Xiang Xu; Jun-Yu Ma; Pan Lu; Zhen-Hua Ling; Kai-Wei Chang; Nanyun Peng 001 (CoRR, 2024)

DeepEdit: Knowledge Editing as Decoding with Constraints. - Yiwei Wang 001; Muhao Chen 001; Nanyun Peng 001; Kai-Wei Chang (CoRR, 2024)

Prompt-Driven LLM Safeguarding via Directed Representation Optimization. - Chujie Zheng; Fan Yin; Hao Zhou 012; Fandong Meng; Jie Zhou 016; Kai-Wei Chang; Minlie Huang; Nanyun Peng 001 (CoRR, 2024)

PhonologyBench: Evaluating Phonological Skills of Large Language Models. - Ashima Suvarna; Harshita Khandelwal; Nanyun Peng 001 (CoRR, 2024)

GenEARL: A Training-Free Generative Framework for Multimodal Event Argument Role Labeling. - Hritik Bansal; Po-Nien Kung; P. Jeffrey Brantingham; Kai-Wei Chang; Nanyun Peng 001 (CoRR, 2024)

Weak-to-Strong Extrapolation Expedites Alignment. - Chujie Zheng; Ziqi Wang 003; Heng Ji 001; Minlie Huang; Nanyun Peng 001 (CoRR, 2024)

Reflection-Reinforced Self-Training for Language Agents. - Zi-Yi Dou; Cheng-Fu Yang; Xueqing Wu 001; Kai-Wei Chang; Nanyun Peng 001 (CoRR, 2024)

REAL Sampling: Boosting Factuality and Diversity of Open-Ended Generation via Asymptotic Entropy. - Haw-Shiuan Chang; Nanyun Peng 001; Mohit Bansal; Anil Ramakrishna; Tagyoung Chung (CoRR, 2024)

Measuring Psychological Depth in Language Models. - Fabrice Harel-Canada; Hanyu Zhou; Sreya Muppalla; Zeynep Yildiz; Amit Sahai; Nanyun Peng 001 (CoRR, 2024)

Evaluating Human Alignment and Model Faithfulness of LLM Rationale. - Mohsen Fayyaz; Fan Yin; Jiao Sun; Nanyun Peng 001 (CoRR, 2024)

Unlocking Exocentric Video-Language Data for Egocentric Video Representation Learning. - Zi-Yi Dou; Xitong Yang; Tushar Nagarajan; Huiyu Wang; Jing Huang 020; Nanyun Peng 001; Kris Kitani; Fu-Jen Chu (CoRR, 2024)

ARMADA: Attribute-Based Multimodal Data Augmentation. - Xiaomeng Jin; Jeonghwan Kim; Yu Zhou 030; Kuan-Hao Huang; Te-Lin Wu; Nanyun Peng 001; Heng Ji 001 (CoRR, 2024)

Think Carefully and Check Again! Meta-Generation Unlocking LLMs for Low-Resource Cross-Lingual Summarization. - Zhecheng Li; Yiwei Wang 001; Bryan Hooi; Yujun Cai; Naifan Cheung; Nanyun Peng 001; Kai-Wei Chang (CoRR, 2024)

On the loss of context-awareness in general instruction fine-tuning. - Yihan Wang; Andrew Bai; Nanyun Peng 001; Cho-Jui Hsieh (CoRR, 2024)

Verbalized Representation Learning for Interpretable Few-Shot Generalization. - Cheng-Fu Yang; Da Yin; Wenbo Hu 006; Nanyun Peng 001; Bolei Zhou; Kai-Wei Chang (CoRR, 2024)

FlexEControl: Flexible and Efficient Multimodal Control for Text-to-Image Generation. - Xuehai He; Jian Zheng; Jacob Zhiyuan Fang; Robinson Piramuthu; Mohit Bansal; Vicente Ordonez; Gunnar A. Sigurdsson; Nanyun Peng 001; Xin Eric Wang (Trans. Mach. Learn. Res., 2024)

Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization. - Hritik Bansal; Ashima Suvarna; Gantavya Bhatt; Nanyun Peng 001; Kai-Wei Chang; Aditya Grover (ACL (Findings), 2025)

Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence. - Mohsen Fayyaz; Ali Modarressi; Hinrich Schütze; Nanyun Peng 001 (ACL (1), 2025)

SYNTHIA: Novel Concept Design with Affordance Composition. - Hyeonjeong Ha; Xiaomeng Jin; Jeonghwan Kim; Jiateng Liu; Zhenhailong Wang; Khanh Duy Nguyen; Ansel Blume; Nanyun Peng 001; Kai-Wei Chang; Heng Ji 001 (ACL (1), 2025)

Sandcastles in the Storm: Revisiting the (Im)possibility of Strong Watermarking. - Fabrice Harel-Canada; Boran Erol; Connor Choi; Jason Liu; Gary Jiarui Song; Nanyun Peng 001; Amit Sahai (ACL (1), 2025)

METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling. - Bingxuan Li; Yiwei Wang 001; Jiuxiang Gu; Kai-Wei Chang; Nanyun Peng 001 (ACL (1), 2025)

DRS: Deep Question Reformulation With Structured Output. - Zhecheng Li; Yiwei Wang 001; Bryan Hooi; Yujun Cai; Nanyun Peng 001; Kaiwei Chang (ACL (Findings), 2025)

Vulnerability of LLMs to Vertically Aligned Text Manipulations. - Zhecheng Li; Yiwei Wang 001; Bryan Hooi; Yujun Cai; Zhen Xiong; Nanyun Peng 001; Kai-Wei Chang (ACL (1), 2025)

SkillVerse : Assessing and Enhancing LLMs with Tree Evaluation. - Yufei Tian; Jiao Sun; Nanyun Peng 001; Zizhao Zhang (ACL (1), 2025)

Mind the Gesture: Evaluating AI Sensitivity to Culturally Offensive Non-Verbal Gestures. - Akhila Yerukola; Saadia Gabriel; Nanyun Peng 001; Maarten Sap (ACL (1), 2025)

Model Extrapolation Expedites Alignment. - Chujie Zheng; Ziqi Wang 003; Heng Ji 001; Minlie Huang; Nanyun Peng 001 (ACL (1), 2025)

Con-ReCall: Detecting Pre-training Data in LLMs via Contrastive Decoding. - Cheng Wang; Yiwei Wang 001; Bryan Hooi; Yujun Cai; Nanyun Peng 001; Kai-Wei Chang (COLING, 2025)

VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning. - Xueqing Wu 001; Yuheng Ding; Bingxuan Li; Pan Lu; Da Yin; Kai-Wei Chang; Nanyun Peng 001 (CVPR, 2025)

MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models. - Wenbo Hu 006; Jia-Chen Gu; Zi-Yi Dou; Mohsen Fayyaz; Pan Lu; Kai-Wei Chang; Nanyun Peng 001 (ICLR, 2025)

Guiding Through Complexity: What Makes Good Supervision for Hard Reasoning Tasks? - Xuan He; Da Yin; Nanyun Peng 001 (NAACL (Long Papers), 2025)

BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression. - Yuankai Li; Jia-Chen Gu; Di Wu 054; Kai-Wei Chang; Nanyun Peng 001 (NAACL (Findings), 2025)

Evaluating Cultural and Social Awareness of LLM Web Agents. - Haoyi Qiu; Alexander R. Fabbri; Divyansh Agarwal; Kung-Hsiang Huang; Sarah Tan; Nanyun Peng 001; Chien-Sheng Wu (NAACL (Findings), 2025)

Vulnerability of Large Language Models to Output Prefix Jailbreaks: Impact of Positions on Safety. - Yiwei Wang 001; Muhao Chen 001; Nanyun Peng 001; Kai-Wei Chang (NAACL (Findings), 2025)

REFFLY: Melody-Constrained Lyrics Editing Model. - Songyan Zhao; Bingxuan Li; Yufei Tian; Nanyun Peng 001 (NAACL (Long Papers), 2025)

Improving Faithfulness of Text-to-Image Diffusion Models through Inference Intervention. - Danfeng Guo; Sanchit Agarwal; Yu-Hsiang Lin; Jiun-Yu Kao; Tagyoung Chung; Nanyun Peng 001; Mohit Bansal (WACV, 2025)

REAL Sampling: Boosting Factuality and Diversity of Open-ended Generation by Extrapolating the Entropy of an Infinitely Large LM. - Haw-Shiuan Chang; Nanyun Peng 001; Mohit Bansal; Anil Ramakrishna; Tagyoung Chung (Trans. Assoc. Comput. Linguistics, 2025)

Enhancing LLM Character-Level Manipulation via Divide and Conquer. - Zhen Xiong; Yujun Cai; Bryan Hooi; Nanyun Peng 001; Kai-Wei Chang; Zhecheng Li; Yiwei Wang 001 (CoRR, 2025)

Fact or Guesswork? Evaluating Large Language Model's Medical Knowledge with Structured One-Hop Judgment. - Jiaxi Li; Yiwei Wang 001; Kai Zhang; Yujun Cai; Bryan Hooi; Nanyun Peng 001; Kai-Wei Chang; Jin Lu (CoRR, 2025)

FIG: Forward-Inverse Generation for Low-Resource Domain-specific Event Detection. - Tanmay Parekh; Yuxuan Dong; Lucas Bandarkar; Artin Kim; I-Hung Hsu; Kai-Wei Chang; Nanyun Peng 001 (CoRR, 2025)

Contrastive Visual Data Augmentation. - Yu Zhou 030; Bingxuan Li; Mohan Tang; Xiaomeng Jin; Te-Lin Wu; Kuan-Hao Huang; Heng Ji 001; Kai-Wei Chang; Nanyun Peng 001 (CoRR, 2025)

MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning Attacks. - Hyeonjeong Ha; Qiusi Zhan; Jeonghwan Kim; Dimitrios Bralios; Saikrishna Sanniboina; Nanyun Peng 001; Kai-Wei Chang; Daniel Kang; Heng Ji 001 (CoRR, 2025)

Structured Outputs Enable General-Purpose LLMs to be Medical Experts. - Guangfu Guo; Kai Zhang; Bryan Hooi; Yujun Cai; Xiaoqian Lu; Nanyun Peng 001; Yiwei Wang 001 (CoRR, 2025)

CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners. - Yunzhi Yao; Jizhan Fang; Jia-Chen Gu; Ningyu Zhang 001; Shumin Deng; Huajun Chen; Nanyun Peng 001 (CoRR, 2025)

CoKe: Customizable Fine-Grained Story Evaluation via Chain-of-Keyword Rationalization. - Brihi Joshi; Sriram Venkatapathy; Mohit Bansal; Nanyun Peng 001; Haw-Shiuan Chang (CoRR, 2025)

OpenVLThinker: An Early Exploration to Complex Vision-Language Reasoning via Iterative Self-Improvement. - Yihe Deng; Hritik Bansal; Fan Yin; Nanyun Peng 001; Wei Wang 010; Kai-Wei Chang (CoRR, 2025)

Self-Routing RAG: Binding Selective Retrieval with Knowledge Verbalization. - Di Wu 054; Jia-Chen Gu; Kai-Wei Chang; Nanyun Peng 001 (CoRR, 2025)

Do "New Snow Tablets" Contain Snow? Large Language Models Over-Rely on Names to Identify Ingredients of Chinese Drugs. - Sifan Li; Yujun Cai; Bryan Hooi; Nanyun Peng 001; Yiwei Wang 001 (CoRR, 2025)

Can LLM feedback enhance review quality? A randomized study of 20K reviews at ICLR 2025. - Nitya Thakkar; Mert Yüksekgönül; Jake Silberg; Animesh Garg; Nanyun Peng 001; Fei Sha; Rose Yu; Carl Vondrick; James Zou 001 (CoRR, 2025)

Multimodal Cultural Safety: Evaluation Frameworks and Alignment Strategies. - Haoyi Qiu; Kung-Hsiang Huang; Ruichen Zheng; Jiao Sun; Nanyun Peng 001 (CoRR, 2025)

The Unreasonable Effectiveness of Model Merging for Cross-Lingual Transfer in LLMs. - Lucas Bandarkar; Nanyun Peng 001 (CoRR, 2025)

PARTONOMY: Large Multimodal Models with Part-Level Visual Understanding. - Ansel Blume; Jeonghwan Kim; Hyeonjeong Ha; Elen Chatikyan; Xiaomeng Jin; Khanh Duy Nguyen; Nanyun Peng 001; Kai-Wei Chang; Derek Hoiem; Heng Ji 001 (CoRR, 2025)

3DLLM-Mem: Long-Term Spatial-Temporal Memory for Embodied 3D Large Language Model. - Wenbo Hu 006; Yining Hong; Yanjun Wang; Leison Gao; Zibu Wei; Xingcheng Yao; Nanyun Peng 001; Yonatan Bitton; Idan Szpektor; Kai-Wei Chang (CoRR, 2025)

AI Debate Aids Assessment of Controversial Claims. - Salman Rahman; Sheriff Issaka; Ashima Suvarna; Genglin Liu; James Shiffer; Jaeyoung Lee; Md. Rizwan Parvez; Hamid Palangi; Shi Feng; Nanyun Peng 001; Yejin Choi 001; Julian Michael; et al. (CoRR, 2025)

DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning. - Tanmay Parekh; Kartik Mehta; Ninareh Mehrabi; Kai-Wei Chang; Nanyun Peng 001 (CoRR, 2025)

Scaling Probabilistic Circuits via Monarch Matrices. - Honghua Zhang; Meihua Dang; Benjie Wang 001; Stefano Ermon; Nanyun Peng 001; Guy Van den Broeck (CoRR, 2025)

Rethinking Creativity Evaluation: A Critical Analysis of Existing Creativity Evaluations. - Li-Chun Lu; Miri Liu; Pin-Chun Lu; Yufei Tian; Shao-Hua Sun; Nanyun Peng 001 (CoRR, 2025)