PPaperPicks

Nanyun Peng

University of Southern California, Los Angeles, CA, USA

79 papers at tracked venues · 44 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8509-6595 ↗Homepage ↗

Venues

ACL ×21EMNLP ×21NAACL ×11NeurIPS ×9ICML ×6AAAI ×2ACM MM ×2ICLR ×2CVPR ×1EACL ×1ICCV ×1IUI ×1WACV ×1

Frequent coauthors

Kai-Wei Chang
×38
Heng Ji
×8
Yiwei Wang
×7
Tanmay Parekh
×7
Wei Wang
×7
Jia-Chen Gu
×6
Bingxuan Li
×6
Yufei Tian
×6
Tagyoung Chung
×6
Po-Nien Kung
×5
Wenbo Hu
×5
Kuan-Hao Huang
×5

Papers

  1. BRIEF-Pro: Universal Context Compression with Short-to-Long Synthesis for Fast and Accurate Multi-Hop Reasoning
    ACL 2026 ·
    Jia-Chen Gu
    ,
    Junyi Zhang
    ,
    Di Wu
    ,
    Yuankai Li
    ,
    Kai-Wei Chang
    , Nanyun Peng
  2. Beyond Facts- Benchmarking Distributional Reading Comprehension in Large Language Models
    ACL 2026 ·
    Pei-Fu Guo
    ,
    Ya-An Tsai
    ,
    Chun-Chia Hsu
    ,
    Kai-Xin Chen
    ,
    Yun-Da Tsai
    ,
    Kai-Wei Chang
    , Nanyun Peng,
    Mi-Yen Yeh
    ,
    Shou-De Lin
  3. CoLyricist: Enhancing Lyric Writing with AI through Workflow-Aligned Support
    IUI 2026 ·
    Masahiro Yoshida
    ,
    Bingxuan Li
    ,
    Songyan Zhao
    ,
    Qinyi Zhou
    ,
    Shiwei Hu
    ,
    Xiang Anthony Chen
    , Nanyun Peng
  4. Decoupling Task-Solving and Output Formatting in LLM Generation
    ACL 2026 ·
    Haikang Deng
    ,
    Po-Nien Kung
    , Nanyun Peng
  5. LiveCLKTBench: Towards Reliable Evaluation of Cross-Lingual Knowledge Transfer in Multilingual LLMs
    ACL 2026 ·
    Pei-Fu Guo
    ,
    Yun-Da Tsai
    ,
    Chun-Chia Hsu
    ,
    Kai-Xin Chen
    ,
    Ya-An Tsai
    ,
    Kai-Wei Chang
    , Nanyun Peng,
    Mi-Yen Yeh
    ,
    Shou-De Lin
  6. MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Knowledge Poisoning Attacks
    ACL 2026 ·
    Hyeonjeong Ha
    ,
    Qiusi Zhan
    ,
    Jeonghwan Kim
    ,
    Dimitrios Bralios
    ,
    Saikrishna Sanniboina
    , Nanyun Peng,
    Kai-Wei Chang
    ,
    Daniel Kang
    ,
    Heng Ji
  7. Rethinking Creativity Evaluation: A Critical Analysis of Existing Creativity Evaluations
    EACL 2026 ·
    Li-Chun Lu
    ,
    Miri Liu
    ,
    Pin-Chun Lu
    ,
    Yufei Tian
    ,
    Shao-Hua Sun
    , Nanyun Peng
  8. 3DLLM-Mem: Long-Term Spatial-Temporal Memory for Embodied 3D Large Language Model
    NeurIPS 2025 ·
    Wenbo Hu
    ,
    Yining Hong
    ,
    Yanjun Wang
    ,
    Leison Gao
    ,
    Zibu Wei
    ,
    Xingcheng Yao
    , Nanyun Peng,
    Yonatan Bitton
    ,
    Idan Szpektor
    ,
    Kai-Wei Chang
  9. AI Debate Aids Assessment of Controversial Claims
    NeurIPS 2025 ·
    Salman Rahman
    ,
    Sheriff Issaka
    ,
    Ashima Suvarna
    ,
    Genglin Liu
    ,
    James Shiffer
    ,
    Jaeyoung Lee
    ,
    Md. Rizwan Parvez
    ,
    Hamid Palangi
    ,
    Shi Feng
    , Nanyun Peng,
    Yejin Choi
    ,
    Julian Michael
    ,
    Liwei Jiang
    ,
    Saadia Gabriel
  10. BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression
    NAACL 2025 ·
    Yuankai Li
    ,
    Jia-Chen Gu
    ,
    Di Wu
    ,
    Kai-Wei Chang
    , Nanyun Peng
  11. CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners
    EMNLP 2025 ·
    Yunzhi Yao
    ,
    Jizhan Fang
    ,
    Jia-Chen Gu
    ,
    Ningyu Zhang
    ,
    Shumin Deng
    ,
    Huajun Chen
    , Nanyun Peng
  12. Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence
    ACL 2025 ·
    Mohsen Fayyaz
    ,
    Ali Modarressi
    ,
    Hinrich Schütze
    , Nanyun Peng
  13. Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization
    ACL 2025 ·
    Hritik Bansal
    ,
    Ashima Suvarna
    ,
    Gantavya Bhatt
    , Nanyun Peng,
    Kai-Wei Chang
    ,
    Aditya Grover
  14. Contrastive Visual Data Augmentation
    ICML 2025 ·
    Yu Zhou
    ,
    Bingxuan Li
    ,
    Mohan Tang
    ,
    Xiaomeng Jin
    ,
    Te-Lin Wu
    ,
    Kuan-Hao Huang
    ,
    Heng Ji
    ,
    Kai-Wei Chang
    , Nanyun Peng
  15. DRS: Deep Question Reformulation With Structured Output
    ACL 2025 ·
    Zhecheng Li
    ,
    Yiwei Wang
    ,
    Bryan Hooi
    ,
    Yujun Cai
    , Nanyun Peng,
    Kai-Wei Chang
  16. DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning
    EMNLP 2025 ·
    Tanmay Parekh
    ,
    Kartik Mehta
    ,
    Ninareh Mehrabi
    ,
    Kai-Wei Chang
    , Nanyun Peng
  17. Evaluating Cultural and Social Awareness of LLM Web Agents
    NAACL 2025 ·
    Haoyi Qiu
    ,
    Alexander R. Fabbri
    ,
    Divyansh Agarwal
    ,
    Kung-Hsiang Huang
    ,
    Sarah Tan
    , Nanyun Peng,
    Chien-Sheng Wu
  18. FLAMES: Improving LLM Math Reasoning via a Fine-Grained Analysis of the Data Synthesis Pipeline
    EMNLP 2025 ·
    Parker Seegmiller
    ,
    Kartik Mehta
    ,
    Soumya Saha
    ,
    Chenyang Tao
    ,
    Shereen Oraby
    ,
    Arpit Gupta
    ,
    Tagyoung Chung
    ,
    Mohit Bansal
    , Nanyun Peng
  19. Guiding Through Complexity: What Makes Good Supervision for Hard Reasoning Tasks?
    NAACL 2025 ·
    Xuan He
    ,
    Da Yin
    , Nanyun Peng
  20. How to Make Large Language Models Generate 100% Valid Molecules?
    EMNLP 2025 ·
    Wen Tao
    ,
    Jing Tang
    ,
    Alvin Chan
    ,
    Bryan Hooi
    ,
    Baolong Bi
    , Nanyun Peng,
    Yuansheng Liu
    ,
    Yiwei Wang
  21. Improving Faithfulness of Text-to-Image Diffusion Models through Inference Intervention
    WACV 2025 ·
    Danfeng Guo
    ,
    Sanchit Agarwal
    ,
    Yu-Hsiang Lin
    ,
    Jiun-Yu Kao
    ,
    Tagyoung Chung
    , Nanyun Peng,
    Mohit Bansal
  22. METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling
    ACL 2025 ·
    Bingxuan Li
    ,
    Yiwei Wang
    ,
    Jiuxiang Gu
    ,
    Kai-Wei Chang
    , Nanyun Peng
  23. MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models
    ICLR 2025 ·
    Wenbo Hu
    ,
    Jia-Chen Gu
    ,
    Zi-Yi Dou
    ,
    Mohsen Fayyaz
    ,
    Pan Lu
    ,
    Kai-Wei Chang
    , Nanyun Peng
  24. Mind the Gesture: Evaluating AI Sensitivity to Culturally Offensive Non-Verbal Gestures
    ACL 2025 ·
    Akhila Yerukola
    ,
    Saadia Gabriel
    , Nanyun Peng,
    Maarten Sap
  25. Model Extrapolation Expedites Alignment
    ACL 2025 ·
    Chujie Zheng
    ,
    Ziqi Wang
    ,
    Heng Ji
    ,
    Minlie Huang
    , Nanyun Peng
  26. On the Loss of Context Awareness in General Instruction Fine-tuning
    NeurIPS 2025 ·
    Yihan Wang
    ,
    Andrew Bai
    , Nanyun Peng,
    Cho-Jui Hsieh
  27. OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles
    NeurIPS 2025 ·
    Yihe Deng
    ,
    Hritik Bansal
    ,
    Fan Yin
    , Nanyun Peng,
    Wei Wang
    ,
    Kai-Wei Chang
  28. PARTONOMY: Large Multimodal Models with Part-Level Visual Understanding
    NeurIPS 2025 ·
    Ansel Blume
    ,
    Jeonghwan Kim
    ,
    Hyeonjeong Ha
    ,
    Elen Chatikyan
    ,
    Xiaomeng Jin
    ,
    Khanh Duy Nguyen
    , Nanyun Peng,
    Kai-Wei Chang
    ,
    Derek Hoiem
    ,
    Heng Ji
  29. REFFLY: Melody-Constrained Lyrics Editing Model
    NAACL 2025 ·
    Songyan Zhao
    ,
    Bingxuan Li
    ,
    Yufei Tian
    , Nanyun Peng
  30. SNaRe: Domain-aware Data Generation for Low-Resource Event Detection
    EMNLP 2025 ·
    Tanmay Parekh
    ,
    Yuxuan Dong
    ,
    Lucas Bandarkar
    ,
    Artin Kim
    ,
    I-Hung Hsu
    ,
    Kai-Wei Chang
    , Nanyun Peng
  31. SYNTHIA: Novel Concept Design with Affordance Composition
    ACL 2025 ·
    Hyeonjeong Ha
    ,
    Xiaomeng Jin
    ,
    Jeonghwan Kim
    ,
    Jiateng Liu
    ,
    Zhenhailong Wang
    ,
    Khanh Duy Nguyen
    ,
    Ansel Blume
    , Nanyun Peng,
    Kai-Wei Chang
    ,
    Heng Ji
  32. Sandcastles in the Storm: Revisiting the (Im)possibility of Strong Watermarking
    ACL 2025 ·
    Fabrice Harel-Canada
    ,
    Boran Erol
    ,
    Connor Choi
    ,
    Jason Liu
    ,
    Gary Jiarui Song
    , Nanyun Peng,
    Amit Sahai
  33. Scaling Probabilistic Circuits via Monarch Matrices
    ICML 2025 ·
    Honghua Zhang
    ,
    Meihua Dang
    ,
    Benjie Wang
    ,
    Stefano Ermon
    , Nanyun Peng,
    Guy Van den Broeck
  34. SkillVerse : Assessing and Enhancing LLMs with Tree Evaluation
    ACL 2025 ·
    Yufei Tian
    ,
    Jiao Sun
    , Nanyun Peng,
    Zizhao Zhang
  35. VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning
    CVPR 2025 ·
    Xueqing Wu
    ,
    Yuheng Ding
    ,
    Bingxuan Li
    ,
    Pan Lu
    ,
    Da Yin
    ,
    Kai-Wei Chang
    , Nanyun Peng
  36. Verbalized Representation Learning for Interpretable Few-Shot Generalization
    ICCV 2025 ·
    Cheng-Fu Yang
    ,
    Da Yin
    ,
    Wenbo Hu
    ,
    Heng Ji
    , Nanyun Peng,
    Bolei Zhou
    ,
    Kai-Wei Chang
  37. Vulnerability of LLMs to Vertically Aligned Text Manipulations
    ACL 2025 ·
    Zhecheng Li
    ,
    Yiwei Wang
    ,
    Bryan Hooi
    ,
    Yujun Cai
    ,
    Zhen Xiong
    , Nanyun Peng,
    Kai-Wei Chang
  38. Vulnerability of Large Language Models to Output Prefix Jailbreaks: Impact of Positions on Safety
    NAACL 2025 ·
    Yiwei Wang
    ,
    Muhao Chen
    , Nanyun Peng,
    Kai-Wei Chang
  39. AMRFact: Enhancing Summarization Factuality Evaluation with AMR-Driven Negative Samples Generation
    NAACL 2024 ·
    Haoyi Qiu
    ,
    Kung-Hsiang Huang
    ,
    Jingnong Qu
    , Nanyun Peng
  40. Adaptable Logical Control for Large Language Models
    NeurIPS 2024 ·
    Honghua Zhang
    ,
    Po-Nien Kung
    ,
    Masahiro Yoshida
    ,
    Guy Van den Broeck
    , Nanyun Peng
  41. Are Large Language Models Capable of Generating Human-Level Narratives?
    EMNLP 2024 ·
    Yufei Tian
    ,
    Tenghao Huang
    ,
    Miri Liu
    ,
    Derek Jiang
    ,
    Alexander Spangher
    ,
    Muhao Chen
    ,
    Jonathan May
    , Nanyun Peng
  42. Argument-Aware Approach To Event Linking
    ACL 2024 ·
    I-Hung Hsu
    ,
    Zihan Xue
    ,
    Nilay Pochhi
    ,
    Sahil Bansal
    ,
    Prem Natarajan
    ,
    Jayanth Srinivasa
    , Nanyun Peng
  43. CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation
    ACL 2024 ·
    I-Hung Hsu
    ,
    Zifeng Wang
    ,
    Long T. Le
    ,
    Lesly Miculicich
    , Nanyun Peng,
    Chen-Yu Lee
    ,
    Tomas Pfister
  44. ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models
    ICML 2024 ·
    Rohan Wadhawan
    ,
    Hritik Bansal
    ,
    Kai-Wei Chang
    , Nanyun Peng
  45. Contextual Label Projection for Cross-Lingual Structured Prediction
    NAACL 2024 ·
    Tanmay Parekh
    ,
    I-Hung Hsu
    ,
    Kuan-Hao Huang
    ,
    Kai-Wei Chang
    , Nanyun Peng
  46. Control Large Language Models via Divide and Conquer
    EMNLP 2024 ·
    Bingxuan Li
    ,
    Yiwei Wang
    ,
    Tao Meng
    ,
    Kai-Wei Chang
    , Nanyun Peng
  47. DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation
    NeurIPS 2024 ·
    Xueqing Wu
    ,
    Rui Zheng
    ,
    Jingzhen Sha
    ,
    Te-Lin Wu
    ,
    Hanyu Zhou
    ,
    Mohan Tang
    ,
    Kai-Wei Chang
    , Nanyun Peng,
    Haoran Huang
  48. Detecting Machine-Generated Long-Form Content with Latent-Space Variables
    EMNLP 2024 ·
    Yufei Tian
    ,
    Zeyu Pan
    , Nanyun Peng
  49. DiNADO: Norm-Disentangled Neurally-Decomposed Oracles for Controlling Language Models
    ICML 2024 ·
    Sidi Lu
    ,
    Wenbo Zhao
    ,
    Chenyang Tao
    ,
    Arpit Gupta
    ,
    Shanchan Wu
    ,
    Tagyoung Chung
    , Nanyun Peng
  50. Do LLMs Plan Like Human Writers? Comparing Journalist Coverage of Press Releases with LLMs
    EMNLP 2024 ·
    Alexander Spangher
    , Nanyun Peng,
    Sebastian Gehrmann
    ,
    Mark Dredze
  51. Event Detection from Social Media for Epidemic Prediction
    NAACL 2024 ·
    Tanmay Parekh
    ,
    Anh Mac
    ,
    Jiarui Yu
    ,
    Yuxuan Dong
    ,
    Syed Shahriar
    ,
    Bonnie Liu
    ,
    Eric Yang
    ,
    Kuan-Hao Huang
    ,
    Wei Wang
    , Nanyun Peng,
    Kai-Wei Chang
  52. Explaining Mixtures of Sources in News Articles
    EMNLP 2024 ·
    Alexander Spangher
    ,
    James Youn
    ,
    Matt DeButts
    , Nanyun Peng,
    Emilio Ferrara
    ,
    Jonathan May
  53. Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM
    EMNLP 2024 ·
    Haw-Shiuan Chang
    , Nanyun Peng,
    Mohit Bansal
    ,
    Anil Ramakrishna
    ,
    Tagyoung Chung
  54. Human-in-the-Loop Synthetic Text Data Inspection with Provenance Tracking
    NAACL 2024 ·
    Hong Jin Kang
    ,
    Fabrice Harel-Canada
    ,
    Muhammad Ali Gulzar
    , Nanyun Peng,
    Miryung Kim
  55. Improving Event Definition Following For Zero-Shot Event Detection
    ACL 2024 ·
    Zefan Cai
    ,
    Po-Nien Kung
    ,
    Ashima Suvarna
    ,
    Mingyu Derek Ma
    ,
    Hritik Bansal
    ,
    Baobao Chang
    ,
    P. Jeffrey Brantingham
    ,
    Wei Wang
    , Nanyun Peng
  56. LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints
    EMNLP 2024 ·
    Thomas Palmeira Ferraz
    ,
    Kartik Mehta
    ,
    Yu-Hsiang Lin
    ,
    Haw-Shiuan Chang
    ,
    Shereen Oraby
    ,
    Sijia Liu
    ,
    Vivek Subramanian
    ,
    Tagyoung Chung
    ,
    Mohit Bansal
    , Nanyun Peng
  57. LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning
    EMNLP 2024 ·
    Silin Meng
    ,
    Yiwei Wang
    ,
    Cheng-Fu Yang
    , Nanyun Peng,
    Kai-Wei Chang
  58. MIDDAG: Where Does Our News Go? Investigating Information Diffusion via Community-Level Information Pathways
    AAAI 2024 ·
    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
  59. MIRACLE: An Online, Explainable Multimodal Interactive Concept Learning System
    ACM MM 2024 ·
    Ansel Blume
    ,
    Khanh Duy Nguyen
    ,
    Zhenhailong Wang
    ,
    Yangyi Chen
    ,
    Michal Shlapentokh-Rothman
    ,
    Xiaomeng Jin
    ,
    Jeonghwan Kim
    ,
    Zhen Zhu
    ,
    Jiateng Liu
    ,
    Kuan-Hao Huang
    ,
    Mankeerat Sidhu
    ,
    Xuanming Zhang
    ,
    Vivian Liu
    ,
    Raunak Sinha
    ,
    Te-Lin Wu
    ,
    Abhay Zala
    ,
    Elias Stengel-Eskin
    ,
    Da Yin
    ,
    Yao Xiao
    ,
    Utkarsh Mall
    ,
    Zhou Yu
    ,
    Kai-Wei Chang
    ,
    Camille Cobb
    ,
    Karrie Karahalios
    ,
    Lydia B. Chilton
    ,
    Mohit Bansal
    , Nanyun Peng,
    Carl Vondrick
    ,
    Derek Hoiem
    ,
    Heng Ji
  60. MacGyver: Are Large Language Models Creative Problem Solvers?
    NAACL 2024 ·
    Yufei Tian
    ,
    Abhilasha Ravichander
    ,
    Lianhui Qin
    ,
    Ronan Le Bras
    ,
    Raja Marjieh
    , Nanyun Peng,
    Yejin Choi
    ,
    Thomas L. Griffiths
    ,
    Faeze Brahman
  61. Matryoshka Query Transformer for Large Vision-Language Models
    NeurIPS 2024 ·
    Wenbo Hu
    ,
    Zi-Yi Dou
    ,
    Liunian Harold Li
    ,
    Amita Kamath
    , Nanyun Peng,
    Kai-Wei Chang
  62. Measuring Psychological Depth in Language Models
    EMNLP 2024 ·
    Fabrice Harel-Canada
    ,
    Hanyu Zhou
    ,
    Sreya Muppalla
    ,
    Zeynep Yildiz
    ,
    Miryung Kim
    ,
    Amit Sahai
    , Nanyun Peng
  63. Mitigating Bias for Question Answering Models by Tracking Bias Influence
    NAACL 2024 ·
    Mingyu Derek Ma
    ,
    Jiun-Yu Kao
    ,
    Arpit Gupta
    ,
    Yu-Hsiang Lin
    ,
    Wenbo Zhao
    ,
    Tagyoung Chung
    ,
    Wei Wang
    ,
    Kai-Wei Chang
    , Nanyun Peng
  64. Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue
    EMNLP 2024 ·
    Jia-Chen Gu
    ,
    Hao-Xiang Xu
    ,
    Jun-Yu Ma
    ,
    Pan Lu
    ,
    Zhen-Hua Ling
    ,
    Kai-Wei Chang
    , Nanyun Peng
  65. New Job, New Gender? Measuring the Social Bias in Image Generation Models
    ACM MM 2024 ·
    Wenxuan Wang
    ,
    Haonan Bai
    ,
    Jen-tse Huang
    ,
    Yuxuan Wan
    ,
    Youliang Yuan
    ,
    Haoyi Qiu
    , Nanyun Peng,
    Michael R. Lyu
  66. On Prompt-Driven Safeguarding for Large Language Models
    ICML 2024 ·
    Chujie Zheng
    ,
    Fan Yin
    ,
    Hao Zhou
    ,
    Fandong Meng
    ,
    Jie Zhou
    ,
    Kai-Wei Chang
    ,
    Minlie Huang
    , Nanyun Peng
  67. Open-Domain Text Evaluation via Contrastive Distribution Methods
    ICML 2024 ·
    Sidi Lu
    ,
    Hongyi Liu
    ,
    Asli Celikyilmaz
    ,
    Tianlu Wang
    , Nanyun Peng
  68. QUDSELECT: Selective Decoding for Questions Under Discussion Parsing
    EMNLP 2024 ·
    Ashima Suvarna
    ,
    Xiao Liu
    ,
    Tanmay Parekh
    ,
    Kai-Wei Chang
    , Nanyun Peng
  69. RLCD: Reinforcement Learning from Contrastive Distillation for LM Alignment
    ICLR 2024 ·
    Kevin Yang
    ,
    Dan Klein
    ,
    Asli Celikyilmaz
    , Nanyun Peng,
    Yuandong Tian
  70. Re-ReST: Reflection-Reinforced Self-Training for Language Agents
    EMNLP 2024 ·
    Zi-Yi Dou
    ,
    Cheng-Fu Yang
    ,
    Xueqing Wu
    ,
    Kai-Wei Chang
    , Nanyun Peng
  71. SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness
    EMNLP 2024 ·
    Tanmay Parekh
    ,
    Jeffrey Kwan
    ,
    Jiarui Yu
    ,
    Sparsh Johri
    ,
    Hyosang Ahn
    ,
    Sreya Muppalla
    ,
    Kai-Wei Chang
    ,
    Wei Wang
    , Nanyun Peng
  72. STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models
    AAAI 2024 ·
    Mingyu Derek Ma
    ,
    Xiaoxuan Wang
    ,
    Po-Nien Kung
    ,
    P. Jeffrey Brantingham
    , Nanyun Peng,
    Wei Wang
  73. SafeWorld: Geo-Diverse Safety Alignment
    NeurIPS 2024 ·
    Da Yin
    ,
    Haoyi Qiu
    ,
    Kung-Hsiang Huang
    ,
    Kai-Wei Chang
    , Nanyun Peng
  74. Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation
    EMNLP 2024 ·
    Di Wu
    ,
    Jia-Chen Gu
    ,
    Fan Yin
    , Nanyun Peng,
    Kai-Wei Chang
  75. TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction
    ACL 2024 ·
    Kuan-Hao Huang
    ,
    I-Hung Hsu
    ,
    Tanmay Parekh
    ,
    Zhiyu Xie
    ,
    Zixuan Zhang
    ,
    Prem Natarajan
    ,
    Kai-Wei Chang
    , Nanyun Peng,
    Heng Ji
  76. Tracking the Newsworthiness of Public Documents
    ACL 2024 ·
    Alexander Spangher
    ,
    Serdar Tumgoren
    ,
    Ben Welsh
    , Nanyun Peng,
    Emilio Ferrara
    ,
    Jonathan May
  77. Uncertainty Calibration for Tool-Using Language Agents
    EMNLP 2024 ·
    Hao Liu
    ,
    Zi-Yi Dou
    ,
    Yixin Wang
    , Nanyun Peng,
    Yisong Yue
  78. VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models
    ACL 2024 ·
    Haoyi Qiu
    ,
    Wenbo Hu
    ,
    Zi-Yi Dou
    , Nanyun Peng
  79. VDebugger: Harnessing Execution Feedback for Debugging Visual Programs
    EMNLP 2024 ·
    Xueqing Wu
    ,
    Zongyu Lin
    ,
    Songyan Zhao
    ,
    Te-Lin Wu
    ,
    Pan Lu
    , Nanyun Peng,
    Kai-Wei Chang