Wenlin Yao

1. WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models
   2024/01/25 by Hongliang He, Wenlin Yao, He, Hongliang +13 · 71 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
2. MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning
   2023/11/15 by Fuxiao Liu, Liu, Fuxiao, Xiaoyang Wang +13 · 31 citations
   Computer Science · #Speech and dialogue systems
3. DSBench: How Far Are Data Science Agents from Becoming Data Science Experts?
   2024/09/12 by Liqiang Jing, Ziyu Huang, Jing, Liqiang +15 · 25 citations
   Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation
   2023/07/08 by Neeraj Varshney, Wenlin Yao, Varshney, Neeraj +7 · 14 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling
5. From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning
   2023/09/30 by Xuansheng Wu, Wu, Xuansheng, Wenlin Yao +11 · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
6. Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendations
   2023/06/29 by Xuansheng Wu, Huachi Zhou, Wu, Xuansheng +8 · 4 citations
   Computer Science · #Recommender Systems and Techniques #Topic Modeling #Expert finding and Q&A systems
7. OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization
   2024/10/25 by Hongliang He, Wenlin Yao, He, Hongliang +13 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Semantic Web and Ontologies
8. MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions
   2024/05/29 by Zhenwen Liang, Liang, Zhenwen, Dian Yu +11 · 4 citations
   Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Mathematics Education and Teaching Techniques
9. HDFlow: Enhancing LLM Complex Problem-Solving with Hybrid Thinking and Dynamic Workflows
   2024/09/25 by Wenlin Yao, Yao, Wenlin, Haitao Mi +3 · 4 citations
   Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Reservoir Engineering and Simulation Methods #Scientific Computing and Data Management #Semantic Web and Ontologies
10. Efficient Zero-shot Event Extraction with Context-Definition Alignment
    2022/11/09 by Hongming Zhang, Zhang, Hongming, Wenlin Yao +3 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Topic Modeling
11. DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search
    2024/10/04 by Murong Yue, Wenlin Yao, Yue, Murong +9 · 4 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
12. DeFine: Decision-Making with Analogical Reasoning over Factor Profiles
    2024/10/02 by Yebowen Hu, Hu, Yebowen, Xiaoyang Wang +13 · 4 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
13. MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning
    2023/07/16 by Zhenwen Liang, Liang, Zhenwen, Dian Yu +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
14. Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models
    2022/10/28 by Xiaoman Pan, Pan, Xiaoman, Wenlin Yao +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
15. NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization
    2022/12/02 by Chao Zhao, Zhao, Chao, Faeze Brahman +9 · 1 citation
    Computer Science · #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
16. When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives
    2024/06/17 by Yebowen Hu, Kaiqiang Song, Hu, Yebowen +13 · 1 citation
    Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Games and Media #FOS: Computer and information sciences #Sports Analytics and Performance #Sports, Gender, and Society
17. OpenForgeRL: Train Harness-native Agents in Any Environment
    2026/07/23 by Xiao Yu, Baolin Peng, Ruize Xu +7
    #cs.AI #cs.CL