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Peng, Nanyun

  1. The Woman Worked as a Babysitter: On Biases in Language Generation
    2019/09/03 by Emily Sheng, Kai-Wei Chang, Sheng, Emily +5 · 52 citations
    Computer Science · #Topic Modeling #Sentiment Analysis and Opinion Mining #Natural Language Processing Techniques
  2. Generalized Decoding for Pixel, Image, and Language
    2022/12/21 by Xueyan Zou, Zou, Xueyan, Zi-Yi Dou +25 · 42 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  3. "Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters
    2023/10/13 by Yixin Wan, Wan, Yixin, George Pu +9 · 39 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling
  4. OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles
    2025/03/21 by Yihe Deng, Hritik Bansal, Deng, Yihe +9 · 75 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  5. Societal Biases in Language Generation: Progress and Challenges
    2021/05/10 by Emily Sheng, Sheng, Emily, Kai-Wei Chang +5 · 18 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Multimodal Machine Learning Applications #Topic Modeling
  6. On Prompt-Driven Safeguarding for Large Language Models
    2024/01/31 by Chujie Zheng, Zheng, Chujie, Fan Yin +13 · 29 citations
    Computer Science · Engineering · #Advancements in Photolithography Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #VLSI and Analog Circuit Testing
  7. Plan-And-Write: Towards Better Automatic Storytelling
    2018/11/14 by Lili Yao, Nanyun Peng, Yao, Lili +9 · 12 citations
    Computer Science · #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling #Video Analysis and Summarization
  8. Re3: Generating Longer Stories With Recursive Reprompting and Revision
    2022/10/13 by Kevin Yang, Yang, Kevin, Yuandong Tian +5 · 16 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  9. On Measures of Biases and Harms in NLP
    2021/08/07 by Sunipa Dev, Emily Sheng, Dev, Sunipa +19 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Topic Modeling
  10. Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue
    2024/01/09 by Jia-Chen Gu, Gu, Jia-Chen, Hao-Xiang Xu +11 · 18 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  11. An Empirical Study of Training End-to-End Vision-and-Language Transformers
    2021/11/03 by Zi-Yi Dou, Yichong Xu, Dou, Zi-Yi +21 · 12 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  12. Are Large Language Models Capable of Generating Human-Level Narratives?
    2024/07/18 by Tian, Yufei, Huang, Tenghao, Liu, Miri +5 · 17 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. Style Transfer in Text: Exploration and Evaluation
    2017/11/18 by Fu, Zhenxin, Tan, Xiaoye, Peng, Nanyun +2 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks
    2023/11/01 by Kung, Po-Nien, Yin, Fan, Wu, Di +2 · 12 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  15. Can LLM feedback enhance review quality? A randomized study of 20K reviews at ICLR 2025
    2025/04/13 by Nitya Thakkar, Mert Yuksekgonul, Thakkar, Nitya +16 · 3 voices · 15 citations
    Social Sciences · #Delphi Technique in Research
  16. Fantastic Questions and Where to Find Them: FairytaleQA -- An Authentic Dataset for Narrative Comprehension
    2022/03/26 by Xu, Ying, Wang, Dakuo, Yu, Mo +15 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning
    2024/06/20 by Silin Meng, Yiwei Wang, Meng, Silin +7 · 14 citations
    Computer Science · #Robotic Path Planning Algorithms
  18. RLCD: Reinforcement Learning from Contrastive Distillation for Language Model Alignment
    2023/07/24 by Yang, Kevin, Klein, Dan, Celikyilmaz, Asli +2 · 9 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems
    2023/10/08 by Yixin Wan, Jieyu Zhao, Wan, Yixin +7 · 10 citations
    Computer Science · Psychology · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Mental Health Interventions #FOS: Computer and information sciences #Persona Design and Applications
  20. Matryoshka Query Transformer for Large Vision-Language Models
    2024/05/29 by Wenbo Hu, Hu, Wenbo, Zi-Yi Dou +9 · 12 citations
    Computer Science · #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques #Cognitive Computing and Networks
  21. Pun Generation with Surprise
    2019/04/15 by He, He, Peng, Nanyun, Liang, Percy · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  22. MacGyver: Are Large Language Models Creative Problem Solvers?
    2023/11/16 by Yufei Tian, Abhilasha Ravichander, Tian, Yufei +15 · 9 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
  23. Evaluating Large Language Models on Controlled Generation Tasks
    2023/10/23 by Jiao Sun, Yufei Tian, Sun, Jiao +15 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  24. MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models
    2024/10/10 by Hu, Wenbo, Gu, Jia-Chen, Dou, Zi-Yi +4 · 13 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. ExPUNations: Augmenting Puns with Keywords and Explanations
    2022/10/24 by Jiao Sun, Anjali Narayan-Chen, Sun, Jiao +13 · 6 citations
    Arts and Humanities · Psychology · #Comics and Graphic Narratives #Computation and Language (cs.CL) #FOS: Computer and information sciences #Humor Studies and Applications
  26. Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning
    2021/09/14 by Yin, Da, Li, Liunian Harold, Hu, Ziniu +2 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. Tractable Control for Autoregressive Language Generation
    2023/04/15 by Honghua Zhang, Meihua Dang, Zhang, Honghua +5 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  28. On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark
    2021/10/16 by Hao Sun, Guangxuan Xu, Sun, Hao +15 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Text Readability and Simplification #Topic Modeling
  29. Adaptable Logical Control for Large Language Models
    2024/06/19 by Honghua Zhang, Zhang, Honghua, Po-Nien Kung +7 · 1 voice · 8 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling #cs.CL
  30. Evaluating Cultural and Social Awareness of LLM Web Agents
    2024/10/30 by Haoyi Qiu, Alexander R. Fabbri, Qiu, Haoyi +10 · 12 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Spam and Phishing Detection #Wikis in Education and Collaboration
  31. AmbiPun: Generating Humorous Puns with Ambiguous Context
    2022/05/04 by Anirudh Mittal, Yufei Tian, Mittal, Anirudh +3 · 5 citations
    Arts and Humanities · Psychology · #Artificial Intelligence (cs.AI) #Comics and Graphic Narratives #Computation and Language (cs.CL) #FOS: Computer and information sciences #Humor Studies and Applications #Machine Learning (cs.LG)
  32. Do Models Really Learn to Follow Instructions? An Empirical Study of Instruction Tuning
    2023/05/19 by Kung, Po-Nien, Peng, Nanyun · 6 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  33. Towards Controllable Biases in Language Generation
    2020/05/01 by Emily Sheng, Kai-Wei Chang, Sheng, Emily +5 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Topic Modeling
  34. A Unified Framework for Pun Generation with Humor Principles
    2022/10/24 by Yufei Tian, Divyanshu Sheth, Tian, Yufei +3 · 5 citations
    Arts and Humanities · Psychology · #Comics and Graphic Narratives #Computation and Language (cs.CL) #FOS: Computer and information sciences #Humor Studies and Applications
  35. Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction
    2019/09/02 by Rujun Han, Ning Qiang, Han, Rujun +3 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  36. DEGREE: A Data-Efficient Generation-Based Event Extraction Model
    2021/08/29 by I-Hung Hsu, Hsu, I-Hung, Kuan-Hao Huang +11 · 4 citations
    Computer Science · Decision Sciences · #Topic Modeling #Data Quality and Management #Semantic Web and Ontologies
  37. New Job, New Gender? Measuring the Social Bias in Image Generation Models
    2024/01/01 by Wang, Wenxuan, Bai, Haonan, Huang, Jen-tse +5 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Software Engineering (cs.SE)
  38. ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning
    2020/12/30 by Rujun Han, Han, Rujun, Xiang Ren +3 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  39. Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone
    2022/06/15 by Dou, Zi-Yi, Kamath, Aishwarya, Gan, Zhe +9 · 4 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  40. Next Steps for Human-Centered Generative AI: A Technical Perspective
    2023/06/27 by Chen, Xiang 'Anthony', Burke, Jeff, Du, Ruofei +8 · 5 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
  41. Gender Biases in Automatic Evaluation Metrics for Image Captioning
    2023/05/24 by Haoyi Qiu, Zi-Yi Dou, Qiu, Haoyi +7 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Text Readability and Simplification
  42. A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification
    2020/12/28 by Xiangci Li, Li, Xiangci, Gully Burns +3 · 4 citations
    Computer Science · Medicine · Social Sciences · #Computation and Language (cs.CL) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Misinformation and Its Impacts #Topic Modeling
  43. Con-ReCall: Detecting Pre-training Data in LLMs via Contrastive Decoding
    2024/09/05 by Cheng Wang, Yiwei Wang, Wang, Cheng +9 · 7 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  44. MERMAID: Metaphor Generation with Symbolism and Discriminative Decoding
    2021/03/11 by Tuhin Chakrabarty, Chakrabarty, Tuhin, Xurui Zhang +5 · 3 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Natural Language Processing Techniques #Topic Modeling
  45. DesCo: Learning Object Recognition with Rich Language Descriptions
    2023/06/24 by Li, Liunian Harold, Dou, Zi-Yi, Peng, Nanyun +1 · 4 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  46. Socially Aware Bias Measurements for Hindi Language Representations
    2021/10/15 by Malik, Vijit, Dev, Sunipa, Nishi, Akihiro +2 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  47. VISCO: Benchmarking Fine-Grained Critique and Correction Towards Self-Improvement in Visual Reasoning
    2024/12/03 by Wu, Xueqing, Ding, Yuheng, Li, Bingxuan +4 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  48. TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction
    2023/11/16 by Huang, Kuan-Hao, Hsu, I-Hung, Parekh, Tanmay +6 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  49. Re-ReST: Reflection-Reinforced Self-Training for Language Agents
    2024/06/03 by Dou, Zi-Yi, Yang, Cheng-Fu, Wu, Xueqing +2 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  50. LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints
    2024/10/09 by Thomas Palmeira Ferraz, Kartik Mehta, Ferraz, Thomas Palmeira +19 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #cs.AI #cs.CL #cs.LG
  51. Men Are Elected, Women Are Married: Events Gender Bias on Wikipedia
    2021/06/03 by Sun, Jiao, Peng, Nanyun · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  52. DeepEdit: Knowledge Editing as Decoding with Constraints
    2024/01/19 by Yiwei Wang, Wang, Yiwei, Muhao Chen +5 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences
  53. AMRFact: Enhancing Summarization Factuality Evaluation with AMR-Driven Negative Samples Generation
    2023/11/16 by Qiu, Haoyi, Huang, Kung-Hsiang, Qu, Jingnong +1 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  54. Improving Named Entity Recognition for Chinese Social Media with Word Segmentation Representation Learning
    2016/03/02 by Nanyun Peng, Peng, Nanyun, Mark Dredze +1 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  55. Revealing Persona Biases in Dialogue Systems
    2021/04/18 by Emily Sheng, Josh A. Arnold, Sheng, Emily +7 · 5 citations
    Computer Science · #Sentiment Analysis and Opinion Mining #AI in Service Interactions #Persona Design and Applications
  56. Deep Structured Neural Network for Event Temporal Relation Extraction
    2019/09/22 by Rujun Han, Han, Rujun, I-Hung Hsu +9 · 2 citations
    Computer Science · Decision Sciences · #Topic Modeling #Data Quality and Management #Bayesian Modeling and Causal Inference
  57. TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions
    2020/05/01 by Ning, Qiang, Wu, Hao, Han, Rujun +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  58. STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models
    2023/05/24 by Mingyu Derek Ma, Ma, Mingyu Derek, Xiaoxuan Wang +9 · 3 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  59. GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction
    2020/10/06 by Ahmad, Wasi Uddin, Peng, Nanyun, Chang, Kai-Wei · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  60. Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction
    2020/09/15 by Rujun Han, Yichao Zhou, Han, Rujun +3 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  61. Content Planning for Neural Story Generation with Aristotelian Rescoring
    2020/09/21 by Seraphina Goldfarb-Tarrant, Tuhin Chakrabarty, Goldfarb-Tarrant, Seraphina +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  62. Contextual Label Projection for Cross-Lingual Structured Prediction
    2023/09/16 by Tanmay Parekh, Parekh, Tanmay, I-Hung Hsu +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
  63. Evaluating Human Alignment and Model Faithfulness of LLM Rationale
    2024/06/28 by Fayyaz, Mohsen, Yin, Fan, Sun, Jiao +1 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  64. COM2SENSE: A Commonsense Reasoning Benchmark with Complementary Sentences
    2021/06/02 by Singh, Shikhar, Wen, Nuan, Hou, Yu +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  65. REAL Sampling: Boosting Factuality and Diversity of Open-Ended Generation via Asymptotic Entropy
    2024/06/11 by Haw-Shiuan Chang, Chang, Haw-Shiuan, Nanyun Peng +7 · 4 citations
    Computer Science · #Bayesian Methods and Mixture Models
  66. Metaphor Generation with Conceptual Mappings
    2021/06/02 by Stowe, Kevin, Chakrabarty, Tuhin, Peng, Nanyun +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
  67. Understanding Multimodal Procedural Knowledge by Sequencing Multimodal Instructional Manuals
    2021/10/16 by Wu, Te-Lin, Spangher, Alex, Alipoormolabashi, Pegah +3 · 2 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  68. Controllable Text Generation with Neurally-Decomposed Oracle
    2022/05/27 by Meng, Tao, Lu, Sidi, Peng, Nanyun +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  69. 3DLLM-Mem: Long-Term Spatial-Temporal Memory for Embodied 3D Large Language Model
    2025/05/28 by Wenbo Hu, Hu, Wenbo, Hong, Yining +15 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  70. Model Extrapolation Expedites Alignment
    2024/04/25 by Chujie Zheng, Ziqi Wang, Zheng, Chujie +7 · 3 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Geophysics and Gravity Measurements #Machine Learning (cs.LG) #Numerical Methods and Algorithms #Reservoir Engineering and Simulation Methods
  71. Towards Robust NLG Bias Evaluation with Syntactically-diverse Prompts
    2022/12/03 by Aggarwal, Arshiya, Sun, Jiao, Peng, Nanyun · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  72. AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model
    2023/05/26 by I-Hung Hsu, Zhiyu Xie, Hsu, I-Hung +7 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
  73. FlexEControl: Flexible and Efficient Multimodal Control for Text-to-Image Generation
    2024/05/08 by He, Xuehai, Zheng, Jian, Fang, Jacob Zhiyuan +6 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  74. Code-Switched Text Synthesis in Unseen Language Pairs
    2023/05/26 by I-Hung Hsu, Avik Ray, Hsu, I-Hung +7 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Software Engineering Research
  75. MM-PoisonRAG: Disrupting Multimodal RAG with Local and Global Poisoning Attacks
    2025/02/25 by Ha, Hyeonjeong, Zhan, Qiusi, Kim, Jeonghwan +6 · 5 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  76. Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation
    2024/06/19 by Wu, Di, Gu, Jia-Chen, Yin, Fan +2 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  77. Stack-Pointer Networks for Dependency Parsing
    2018/05/03 by Xuezhe Ma, Zecong Hu, Ma, Xuezhe +9 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Natural Language Processing Techniques #Topic Modeling #Machine Learning in Bioinformatics
  78. Plan, Write, and Revise: an Interactive System for Open-Domain Story Generation
    2019/04/04 by Seraphina Goldfarb-Tarrant, Goldfarb-Tarrant, Seraphina, Haining Feng +3 · 1 citation
    Computer Science · #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  79. Improving Event Definition Following For Zero-Shot Event Detection
    2024/03/05 by Cai, Zefan, Kung, Po-Nien, Suvarna, Ashima +6 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  80. Predictive Engagement: An Efficient Metric For Automatic Evaluation of Open-Domain Dialogue Systems
    2019/11/04 by Sarik Ghazarian, Ralph Weischedel, Ghazarian, Sarik +5 · 1 citation
    Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
  81. Learning A Unified Named Entity Tagger From Multiple Partially Annotated Corpora For Efficient Adaptation
    2019/09/25 by Xiao Huang, Huang, Xiao, Li Dong +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  82. Event Detection from Social Media for Epidemic Prediction
    2024/04/02 by Tanmay Parekh, Anh Mac, Parekh, Tanmay +19 · 2 citations
    Medicine · #Computation and Language (cs.CL) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
  83. STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story\n Generation
    2020/10/04 by Nader Akoury, Shufan Wang, Akoury, Nader +9 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence in Games #Topic Modeling #Digital Games and Media
  84. Mind the Gesture: Evaluating AI Sensitivity to Culturally Offensive Non-Verbal Gestures
    2025/02/24 by Akhila Yerukola, Yerukola, Akhila, Saadia Gabriel +5 · 1 voice · 2 citations
    #cs.AI #cs.CL #cs.CV #cs.LG
  85. Plot-guided Adversarial Example Construction for Evaluating Open-domain Story Generation
    2021/04/12 by Sarik Ghazarian, Ghazarian, Sarik, Zixi Liu +9 · 1 citation
    Computer Science · #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  86. InsNet: An Efficient, Flexible, and Performant Insertion-based Text Generation Model
    2021/02/12 by Lu, Sidi, Meng, Tao, Peng, Nanyun · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  87. Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence
    2025/03/06 by Mohsen Fayyaz, Fayyaz, Mohsen, Ali Modarressi +5 · 1 voice · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #cs.CL #cs.IR
  88. ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning
    2021/04/16 by Han, Rujun, Hsu, I-Hung, Sun, Jiao +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  89. HypoGen: Hyperbole Generation with Commonsense and Counterfactual Knowledge
    2021/09/10 by Tian, Yufei, Sridhar, Arvind krishna, Peng, Nanyun · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  90. Document-level Entity-based Extraction as Template Generation
    2021/09/10 by Kung-Hsiang Huang, Sam Tang, Huang, Kung-Hsiang +3 · 1 citation
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  91. Identifying Informational Sources in News Articles
    2023/05/24 by Alexander Spangher, Spangher, Alexander, Nanyun Peng +5 · 1 voice
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis #cs.AI #cs.CL #cs.CY
  92. Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction
    2022/03/15 by Kuan-Hao Huang, Huang, Kuan-Hao, I-Hung Hsu +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  93. Context-Situated Pun Generation
    2022/10/24 by Sun, Jiao, Narayan-Chen, Anjali, Oraby, Shereen +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  94. GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles
    2022/05/25 by Tanmay Parekh, I-Hung Hsu, Parekh, Tanmay +7 · 1 citation
    Computer Science · #Topic Modeling #Service-Oriented Architecture and Web Services #Software Engineering Research
  95. DICE: Data-Efficient Clinical Event Extraction with Generative Models
    2022/08/16 by Mingyu Derek Ma, Alex Taylor, Ma, Mingyu Derek +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  96. TAGPRIME: A Unified Framework for Relational Structure Extraction
    2022/05/25 by I-Hung Hsu, Hsu, I-Hung, Kuan-Hao Huang +11 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  97. Learning Action Conditions from Instructional Manuals for Instruction Understanding
    2022/05/25 by Wu, Te-Lin, Zhang, Caiqi, Hu, Qingyuan +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  98. Steering MoE LLMs via Expert (De)Activation
    2025/09/11 by Mohsen Fayyaz, Fayyaz, Mohsen, Ali Modarressi +13 · 1 voice · 4 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI
  99. VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models
    2024/04/22 by Haoyi Qiu, Wenbo Hu, Qiu, Haoyi +5 · 2 citations
    Arts and Humanities · Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Media, Religion, Digital Communication #Religion and Sociopolitical Dynamics in Nigeria #Topic Modeling
  100. Controllable Text Generation for Open-Domain Creativity and Fairness
    2022/09/24 by Peng, Nanyun · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  101. On the Loss of Context-awareness in General Instruction Fine-tuning
    2024/11/05 by Wang, Yihan, Bai, Andrew, Peng, Nanyun +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  102. Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning
    2023/01/26 by Ma, Mingyu Derek, Kao, Jiun-Yu, Gao, Shuyang +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  103. Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM
    2024/11/03 by Haw-Shiuan Chang, Chang, Haw-Shiuan, Nanyun Peng +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  104. Rethinking Creativity Evaluation: A Critical Analysis of Existing Creativity Evaluations
    2025/08/07 by Lu, Li-Chun, Liu, Miri, Lu, Pin-Chun +3 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  105. Character-Centric Story Visualization via Visual Planning and Token Alignment
    2022/10/16 by Hong Chen, Chen, Hong, Rujun Han +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization
  106. ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems
    2023/05/12 by Sarik Ghazarian, Yijia Shao, Ghazarian, Sarik +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Speech and dialogue systems #Topic Modeling
  107. Multi-task Domain Adaptation for Sequence Tagging
    2016/08/09 by Nanyun Peng, Mark Dredze, Peng, Nanyun +1 · 1 citation
    Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Speech Recognition and Synthesis
  108. CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation
    2024/06/08 by Hsu, I-Hung, Wang, Zifeng, Le, Long T. +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  109. Measuring Psychological Depth in Language Models
    2024/06/18 by Fabrice Harel-Canada, Hanyu Zhou, Harel-Canada, Fabrice +9 · 1 citation
    Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences
  110. METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling
    2025/02/24 by Li, Bingxuan, Wang, Yiwei, Gu, Jiuxiang +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  111. Mitigating Bias for Question Answering Models by Tracking Bias Influence
    2023/10/13 by Mingyu Derek Ma, Jiun-Yu Kao, Ma, Mingyu Derek +15 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  112. ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos
    2023/11/02 by Wu, Te-Lin, Dou, Zi-Yi, Hu, Qingyuan +5 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  113. Guiding Through Complexity: What Makes Good Supervision for Hard Math Reasoning Tasks?
    2024/10/27 by Xuan He, He, Xuan, Da Yin +3 · 2 citations
    Psychology · #Computation and Language (cs.CL) #Educational and Psychological Assessments #FOS: Computer and information sciences #Machine Learning (cs.LG)
  114. Scaling Probabilistic Circuits via Monarch Matrices
    2025/06/14 by Zhang, Honghua, Dang, Meihua, Wang, Benjie +3 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  115. GenEARL: A Training-Free Generative Framework for Multimodal Event Argument Role Labeling
    2024/04/07 by Bansal, Hritik, Kung, Po-Nien, Brantingham, P. Jeffrey +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  116. DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation
    2024/03/04 by Wu, Xueqing, Zheng, Rui, Sha, Jingzhen +6 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  117. Vulnerability of LLMs to Vertically Aligned Text Manipulations
    2024/10/26 by Zhecheng Li, Yiwei Wang, Li, Zhecheng +10 · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Security and Verification in Computing
  118. DRS: Deep Question Reformulation With Structured Output
    2024/11/27 by Zhecheng Li, Yiwei Wang, Li, Zhecheng +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Topic Modeling
  119. Contrastive Visual Data Augmentation
    2025/02/24 by Zhou, Yu, Li, Bingxuan, Tang, Mohan +6 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
  120. Structured Outputs Enable General-Purpose LLMs to be Medical Experts
    2025/03/05 by Guo, Guangfu, Zhang, Kai, Hoo, Bryan +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  121. Unlocking Exocentric Video-Language Data for Egocentric Video Representation Learning
    2024/08/07 by Zi-Yi Dou, Dou, Zi-Yi, Xitong Yang +12 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  122. SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness
    2024/10/24 by Tanmay Parekh, Parekh, Tanmay, Jiarui Yu +13 · 1 citation
    Medicine · #Data-Driven Disease Surveillance
  123. Comparing Bad Apples to Good Oranges: Aligning Large Language Models via Joint Preference Optimization
    2024/03/31 by Hritik Bansal, Ashima Suvarna, Bansal, Hritik +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  124. REFFLY: Melody-Constrained Lyrics Editing Model
    2024/08/30 by Songyan Zhao, Zhao, Songyan, Bingxuan Li +5 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
  125. AI Debate Aids Assessment of Controversial Claims
    2025/06/02 by Salman Rahman, Sheriff Issaka, Rahman, Salman +24 · 2 citations
    Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Law, AI, and Intellectual Property
  126. Control Large Language Models via Divide and Conquer
    2024/10/06 by Li, Bingxuan, Wang, Yiwei, Meng, Tao +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  127. Decoupling Task-Solving and Output Formatting in LLM Generation
    2025/10/04 by Deng, Haikang, Kung, Po-Nien, Peng, Nanyun · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  128. Self-Routing RAG: Binding Selective Retrieval with Knowledge Verbalization
    2025/04/01 by Di Wu, Jia-Chen Gu, Wu, Di +4 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  129. Fact or Guesswork? Evaluating Large Language Model's Medical Knowledge with Structured One-Hop Judgment
    2025/02/20 by Jiaxi Li, Yiwei Wang, Li, Jiaxi +13 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  130. LLM-REVal: Can We Trust LLM Reviewers Yet?
    2025/10/14 by Rui Li, Li, Rui, Jia-Chen Gu +13 · 1 citation
    Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Legal Education and Practice Innovations
  131. ARES: Multimodal Adaptive Reasoning via Difficulty-Aware Token-Level Entropy Shaping
    2025/10/09 by Chen, Shuang, Guo, Yue, Ye, Yimeng +7 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences