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Yin, Wenpeng

  1. Large Language Models for Mathematical Reasoning: Progresses and Challenges
    2024/01/31 by Janice Ahn, Ahn, Janice, Rishu Verma +9 · 70 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Natural Language Processing Techniques #Topic Modeling
  2. Catastrophic Failure of LLM Unlearning via Quantization
    2024/10/21 by Zhiwei Zhang, Zhang, Zhiwei, Fali Wang +15 · 4 voices · 20 citations
    Social Sciences · #Comparative and International Law Studies #Artificial Intelligence in Law #Legal Education and Practice Innovations
  3. ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs
    2015/12/16 by Wenpeng Yin, Hinrich Schütze, Yin, Wenpeng +5 · 10 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  4. FOFO: A Benchmark to Evaluate LLMs' Format-Following Capability
    2024/02/28 by Congying Xia, Chen Xing, Xia, Congying +13 · 11 citations
    Computer Science · #Library Science and Information Systems
  5. Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims
    2019/06/08 by Chen, Sihao, Khashabi, Daniel, Yin, Wenpeng +2 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  6. Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach
    2019/08/31 by Wenpeng Yin, Yin, Wenpeng, Jamaal Hay +3 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  7. Evaluating LLMs at Detecting Errors in LLM Responses
    2024/04/04 by Ryo Kamoi, Sarkar Snigdha Sarathi Das, Kamoi, Ryo +27 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Natural Language Processing Techniques
  8. Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT
    2020/02/27 by Sun, Lichao, Hashimoto, Kazuma, Yin, Wenpeng +4 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  9. LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
    2024/06/24 by Du, Jiangshu, Wang, Yibo, Zhao, Wenting +37 · 9 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. Comparative Study of CNN and RNN for Natural Language Processing
    2017/02/07 by Yin, Wenpeng, Kann, Katharina, Yu, Mo +1 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  11. Large Language Model Instruction Following: A Survey of Progresses and Challenges
    2023/03/18 by Renze Lou, Kai Zhang, Lou, Renze +3 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
  12. Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning
    2023/11/07 by Sarkar Snigdha Sarathi Das, Ranran Haoran Zhang, Das, Sarkar Snigdha Sarathi +7 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  13. Robustness of Learning from Task Instructions
    2022/12/07 by Gu, Jiasheng, Zhao, Hongyu, Xu, Hanzi +3 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System
    2021/04/24 by Congying Xia, Wenpeng Yin, Xia, Congying +5 · 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
  15. DocNLI: A Large-scale Dataset for Document-level Natural Language Inference
    2021/06/17 by Yin, Wenpeng, Radev, Dragomir, Xiong, Caiming · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  16. Improved Neural Relation Detection for Knowledge Base Question Answering
    2017/04/20 by Yu, Mo, Yin, Wenpeng, Hasan, Kazi Saidul +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
  17. MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following
    2023/12/05 by Renze Lou, Lou, Renze, Kai Zhang +13 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  18. Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System
    2022/07/24 by Chang Tian, Tian, Chang, Wenpeng Yin +3 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
  19. Contrastive Instruction Tuning
    2024/02/17 by Tianyi Yan, Wang Fei, Yan, Tianyi Lorena +13 · 4 citations
    Social Sciences · Psychology · #Education and Technology Integration #Innovative Teaching and Learning Methods
  20. Meta-learning for Few-shot Natural Language Processing: A Survey
    2020/07/19 by Yin, Wenpeng · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. Multichannel Variable-Size Convolution for Sentence Classification
    2016/03/15 by Wenpeng Yin, Hinrich Schütze, Yin, Wenpeng +1 · 3 citations
    Computer Science · #Topic Modeling #Sentiment Analysis and Opinion Mining #Natural Language Processing Techniques
  22. Learning to Synthesize Data for Semantic Parsing
    2021/04/12 by Bailin Wang, Wang, Bailin, Wenpeng Yin +5 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
  23. MT-Ranker: Reference-free machine translation evaluation by inter-system ranking
    2024/01/30 by Ibraheem Muhammad Moosa, Moosa, Ibraheem Muhammad, Rui Zhang +3 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Natural Language Processing Techniques
  24. AAAR-1.0: Assessing AI's Potential to Assist Research
    2024/10/29 by Renze Lou, Hanzi Xu, Lou, Renze +32 · 5 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  25. LLMs' Classification Performance is Overclaimed
    2024/06/23 by Xu, Hanzi, Lou, Renze, Du, Jiangshu +6 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  26. Simple Question Answering by Attentive Convolutional Neural Network
    2016/06/10 by Yin, Wenpeng, Yu, Mo, Xiang, Bing +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  27. Assessing the Creativity of LLMs in Proposing Novel Solutions to Mathematical Problems
    2024/10/24 by Junyi Ye, Jianfeng Gu, Ye, Junyi +6 · 3 citations
    Mathematics · #Mathematics Education and Pedagogy
  28. GPTBIAS: A Comprehensive Framework for Evaluating Bias in Large Language Models
    2023/12/11 by Jiaxu Zhao, Zhao, Jiaxu, Meng Fang +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  29. Empirical Evaluation of Multi-task Learning in Deep Neural Networks for Natural Language Processing
    2019/08/16 by Li, Jianquan, Liu, Xiaokang, Yin, Wenpeng +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  30. Pairwise Representation Learning for Event Coreference
    2020/10/24 by Xiaodong Yu, Wenpeng Yin, Yu, Xiaodong +3 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
  31. Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference
    2022/02/12 by Li, Bangzheng, Yin, Wenpeng, Chen, Muhao · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  32. ConTinTin: Continual Learning from Task Instructions
    2022/03/16 by Yin, Wenpeng, Li, Jia, Xiong, Caiming · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  33. From Blind Solvers to Logical Thinkers: Benchmarking LLMs' Logical Integrity on Faulty Mathematical Problems
    2024/10/24 by Rahman, A M Muntasir, Ye, Junyi, Yao, Wei +5 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO)
  34. Beyond End-to-End VLMs: Leveraging Intermediate Text Representations for Superior Flowchart Understanding
    2024/12/21 by Junyi Ye, Ankan Dash, Ye, Junyi +5 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  35. Toward Zero-Shot Instruction Following
    2023/08/04 by Lou, Renze, Yin, Wenpeng · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  36. TOP-Training: Target-Oriented Pretraining for Medical Extractive Question Answering
    2023/10/25 by Saptarshi Sengupta, Sengupta, Saptarshi, Connor Heaton +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  37. All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm
    2023/09/07 by Jiangshu Du, Du, Jiangshu, Congying Xia +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences
  38. Multimodal Instruction Tuning with Conditional Mixture of LoRA
    2024/02/24 by Ying Shen, Zhiyang Xu, Shen, Ying +9 · 1 citation
    Computer Science · #Speech and dialogue systems #Speech and Audio Processing
  39. A Generic Method for Fine-grained Category Discovery in Natural Language Texts
    2024/06/18 by Chang Tian, Tian, Chang, Matthew B. Blaschko +9 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies
  40. Can Prompt Modifiers Control Bias? A Comparative Analysis of Text-to-Image Generative Models
    2024/06/09 by Philip Wootaek Shin, Jihyun Ahn, Shin, Philip Wootaek +7 · 1 citation
    Computer Science · #Topic Modeling
  41. Fighting Against the Repetitive Training and Sample Dependency Problem in Few-shot Named Entity Recognition
    2024/06/08 by Chang Tian, Wenpeng Yin, Tian, Chang +5 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Domain Adaptation and Few-Shot Learning
  42. Prompt-Reverse Inconsistency: LLM Self-Inconsistency Beyond Generative Randomness and Prompt Paraphrasing
    2025/04/02 by Ahn, Jihyun Janice, Yin, Wenpeng · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  43. Exploring Language Model Generalization in Low-Resource Extractive QA
    2024/09/27 by Sengupta, Saptarshi, Yin, Wenpeng, Nakov, Preslav +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  44. Can Large Language Models Adequately Perform Symbolic Reasoning Over Time Series?
    2025/08/05 by Liu, Zewen, Ni, Juntong, Tang, Xianfeng +3 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences