Wenpeng Yin

1. Large Language Models for Mathematical Reasoning: Progresses and Challenges
   2024/01/31 by Janice Ahn, Rishu Verma, Ahn, Janice +9 · 68 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 · 19 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 · 9 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, Xia, Congying, Chen Xing +13 · 10 citations
   Computer Science · #Library Science and Information Systems
5. 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
6. 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
7. Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach
   2019/08/31 by Wenpeng Yin, Jamaal Hay, Yin, Wenpeng +3 · 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
8. Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning
   2023/11/07 by Sarkar Snigdha Sarathi Das, Das, Sarkar Snigdha Sarathi, Ranran Haoran Zhang +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
9. 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
10. MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following
    2023/12/05 by Renze Lou, Kai Zhang, Lou, Renze +13 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
11. Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System
    2022/07/24 by Chang Tian, Wenpeng Yin, Tian, Chang +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
12. 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
13. Learning to Synthesize Data for Semantic Parsing
    2021/04/12 by Bailin Wang, Wenpeng Yin, Wang, Bailin +5 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
14. MT-Ranker: Reference-free machine translation evaluation by inter-system ranking
    2024/01/30 by Ibraheem Muhammad Moosa, Rui Zhang, Moosa, Ibraheem Muhammad +3 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Natural Language Processing Techniques
15. 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
16. Contrastive Instruction Tuning
    2024/02/17 by Tianyi Yan, Wang Fei, Yan, Tianyi Lorena +13 · 3 citations
    Social Sciences · Psychology · #Education and Technology Integration #Innovative Teaching and Learning Methods
17. Assessing the Creativity of LLMs in Proposing Novel Solutions to Mathematical Problems
    2024/10/24 by Junyi Ye, Ye, Junyi, Jianfeng Gu +6 · 3 citations
    Mathematics · #Mathematics Education and Pedagogy
18. GPTBIAS: A Comprehensive Framework for Evaluating Bias in Large Language Models
    2023/12/11 by Jiaxu Zhao, Meng Fang, Zhao, Jiaxu +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
19. 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
20. Automated assessment of creativity in multilingual narratives.
    2025/03/13 by Simone A Luchini, Ibraheem Muhammad Moosa, John Patterson +25 · 1 voice · 2 citations
    Psychology · #Creativity in Education and Neuroscience #Language, Metaphor, and Cognition
21. Beyond End-to-End VLMs: Leveraging Intermediate Text Representations for Superior Flowchart Understanding
    2024/12/21 by Junyi Ye, Ye, Junyi, Ankan Dash +5 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
22. All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm
    2023/09/07 by Jiangshu Du, Congying Xia, Du, Jiangshu +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
23. 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
24. A Generic Method for Fine-grained Category Discovery in Natural Language Texts
    2024/06/18 by Chang Tian, Matthew B. Blaschko, Tian, Chang +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
25. Can Prompt Modifiers Control Bias? A Comparative Analysis of Text-to-Image Generative Models
    2024/06/09 by Philip Wootaek Shin, Shin, Philip Wootaek, Jihyun Ahn +7 · 1 citation
    Computer Science · #Topic Modeling
26. Fighting Against the Repetitive Training and Sample Dependency Problem in Few-shot Named Entity Recognition
    2024/06/08 by Chang Tian, Tian, Chang, Wenpeng Yin +5 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Domain Adaptation and Few-Shot Learning