Houfeng Wang

1. Preference Ranking Optimization for Human Alignment
   2023/06/30 by Feifan Song, Bowen Yu, Song, Feifan +11 · 2 voices · 57 citations
   Computer Science · #cs.CL #cs.AI
2. Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification
   2022/03/08 by Zihan Wang, Wang, Zihan, Peiyi Wang +7 · 9 citations
   Computer Science · #Text and Document Classification Technologies #Sentiment Analysis and Opinion Mining
3. Interactive Attention Networks for Aspect-Level Sentiment Classification
   2017/09/04 by Dehong Ma, Sujian Li, Ma, Dehong +5 · 6 citations
   Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
4. meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting
   2017/06/19 by Xu Sun, Xuancheng Ren, Sun, Xu +5 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Neural Networks and Applications
5. FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation
   2025/03/09 by Wei Li, Xin Zhang, Li, Wei +15 · 19 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
6. SGM: Sequence Generation Model for Multi-label Classification
   2018/06/13 by Pengcheng Yang, Yang, Pengcheng, Xu Sun +9 · 5 citations
   Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text and Document Classification Technologies #Topic Modeling
7. Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach
   2018/05/14 by Jingjing Xu, Xu, Jingjing, Xu Sun +11 · 6 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Sentiment Analysis and Opinion Mining #Topic Modeling
8. HalluDial: A Large-Scale Benchmark for Automatic Dialogue-Level Hallucination Evaluation
   2024/06/11 by Wen Luo, Luo, Wen, Tianshu Shen +11 · 9 citations
   Medicine · Psychology · #Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes #Computation and Language (cs.CL) #FOS: Computer and information sciences #Psychosomatic Disorders and Their Treatments #Schizophrenia research and treatment
9. A Dependency-Based Neural Network for Relation Classification
   2015/07/16 by Yang Liu, Furu Wei, Liu, Yang +9 · 5 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Text and Document Classification Technologies #Topic Modeling #cs.CL #cs.LG #cs.NE
10. HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification
    2022/04/28 by Zihan Wang, Wang, Zihan, Peiyi Wang +10 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Spam and Phishing Detection #Text and Document Classification Technologies
11. Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment
    2024/03/17 by Feifan Song, Bowen Yu, Song, Feifan +11 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
12. simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions
    2018/08/27 by Fenglin Liu, Liu, Fenglin, Xuancheng Ren +7 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
13. Learn to Memorize: Scalable Continual Learning in Semiparametric Models with Mixture-of-Neighbors Induction Memory
    2023/03/02 by Guangyue Peng, Peng, Guangyue, Tao Ge +7 · 3 citations
    Computer Science · #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms #Bayesian Methods and Mixture Models
14. Towards a Unified View of Preference Learning for Large Language Models: A Survey
    2024/09/04 by Bofei Gao, Gao, Bofei, Feifan Song +44 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Semantic Web and Ontologies
15. TIME: A Multi-level Benchmark for Temporal Reasoning of LLMs in Real-World Scenarios
    2025/05/19 by Wei Li, Wei, Shaohang, Feifan Song +12 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
16. A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model
    2022/01/26 by Xin Sun, Sun, Xin, Tao Ge +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
17. A Unified Framework for Multi-intent Spoken Language Understanding with prompting
    2022/10/07 by Feifan Song, Lianzhe Huang, Song, Feifan +3 · 1 citation
    Computer Science · #Topic Modeling #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
18. First Target and Opinion then Polarity: Enhancing Target-opinion Correlation for Aspect Sentiment Triplet Extraction
    2021/02/17 by Lianzhe Huang, Peiyi Wang, Huang, Lianzhe +13 · 3 citations
    Computer Science · #Sentiment Analysis and Opinion Mining #Topic Modeling #Advanced Text Analysis Techniques
19. Sememe Prediction: Learning Semantic Knowledge from Unstructured Textual Wiki Descriptions
    2018/08/16 by Wei Li, Xuancheng Ren, Li, Wei +9 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
20. Well Begun is Half Done: Low-resource Preference Alignment by Weak-to-Strong Decoding
    2025/06/09 by Feifan Song, Song, Feifan, Wen Luo +10 · 4 citations
    Computer Science · Social Sciences · #Hate Speech and Cyberbullying Detection #Topic Modeling #Computational and Text Analysis Methods
21. Verifier-Induced Support Reshaping in On-Policy Optimization
    2026/07/31 by Shaohang Wei, Zikun Su, Feifan Song +4
    Computer Science · #cs.LG #cs.CL