Gao, Shen

1. Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum
   2023/08/27 by Shen Gao, Zhengliang Shi, Gao, Shen +14 · 16 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
2. A Multi-Agent Conversational Recommender System
   2024/02/02 by Jiabao Fang, Fang, Jiabao, Shen Gao +9 · 14 citations
   Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Speech and dialogue systems
3. Chain of Tools: Large Language Model is an Automatic Multi-tool Learner
   2024/05/26 by Zhengliang Shi, Shi, Zhengliang, Shen Gao +16 · 15 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
4. Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering
   2024/06/21 by Zhengliang Shi, Weiwei Sun, Shi, Zhengliang +9 · 11 citations
   Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Speech and dialogue systems #Topic Modeling
5. Learning to Use Tools via Cooperative and Interactive Agents
   2024/03/05 by Zhengliang Shi, Shi, Zhengliang, Shen Gao +16 · 9 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
6. Contrastive Learning Reduces Hallucination in Conversations
   2022/12/20 by Weiwei Sun, Zhengliang Shi, Sun, Weiwei +9 · 1 voice · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL
7. Target-aware Abstractive Related Work Generation with Contrastive Learning
   2022/05/26 by Xiuying Chen, Hind Alamro, Chen, Xiuying +11 · 5 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
8. Product-Aware Answer Generation in E-Commerce Question-Answering
   2019/01/23 by Gao, Shen, Ren, Zhaochun, Zhao, Yihong Eric +3 · 3 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
9. Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community
   2023/07/19 by Qingyao Ai, Ting Bai, Ai, Qingyao +63 · 5 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
10. LLMs are Also Effective Embedding Models: An In-depth Overview
    2024/12/17 by Chongyang Tao, Tao Shen, Tao, Chongyang +11 · 9 citations
    Business, Management and Accounting · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Financial Distress and Bankruptcy Prediction
11. Simulating Financial Market via Large Language Model based Agents
    2024/06/28 by Shen Gao, Yuntao Wen, Gao, Shen +11 · 7 citations
    Decision Sciences · Economics, Econometrics and Finance · Business, Management and Accounting · #Stock Market Forecasting Methods #Complex Systems and Time Series Analysis #Private Equity and Venture Capital
12. Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning
    2023/12/10 by Yougang Lyu, Lyu, Yougang, Jitai Hao +15 · 5 citations
    Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Jury Decision Making Processes #Law, Economics, and Judicial Systems
13. Learning to Respond with Stickers: A Framework of Unifying Multi-Modality in Multi-Turn Dialog
    2020/03/10 by Shen Gao, Gao, Shen, Xiuying Chen +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
14. Meaningful Answer Generation of E-Commerce Question-Answering
    2020/11/14 by Gao, Shen, Chen, Xiuying, Ren, Zhaochun +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
15. Generative Next POI Recommendation with Semantic ID
    2025/06/02 by Wang, Dongsheng, Huang, Yuxi, Gao, Shen +3 · 10 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
16. Towards Personalized Review Summarization by Modeling Historical Reviews from Customer and Product Separately
    2023/01/27 by Cheng, Xin, Gao, Shen, Zhang, Yuchi +5 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
17. Learning to Respond with Your Favorite Stickers: A Framework of Unifying Multi-Modality and User Preference in Multi-Turn Dialog
    2020/11/05 by Gao, Shen, Chen, Xiuying, Liu, Li +2 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
18. VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles
    2020/10/12 by Li, Mingzhe, Chen, Xiuying, Gao, Shen +3 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
19. DRE: Generating Recommendation Explanations by Aligning Large Language Models at Data-level
    2024/04/09 by Gao, Shen, Wang, Yifan, Fang, Jiabao +3 · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
20. Characteristic AI Agents via Large Language Models
    2024/03/19 by Wang, Xi, Dai, Hongliang, Gao, Shen +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
21. Beyond Profile: From Surface-Level Facts to Deep Persona Simulation in LLMs
    2025/02/18 by Wang, Zixiao, Zhang, Duzhen, Agrawal, Ishita +3 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
22. CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis
    2025/05/26 by Feng, Ruixiang, Gao, Shen, Chen, Xiuying +2 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
23. Neural Machine Translation with Contrastive Translation Memories
    2022/12/06 by Xin Cheng, Cheng, Xin, Shen Gao +7 · 1 citation
    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
24. Follow the Timeline! Generating Abstractive and Extractive Timeline Summary in Chronological Order
    2023/01/02 by Chen, Xiuying, Li, Mingzhe, Gao, Shen +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
25. Rethinking Scientific Summarization Evaluation: Grounding Explainable Metrics on Facet-aware Benchmark
    2024/02/22 by Chen, Xiuying, Wang, Tairan, Zhu, Qingqing +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
26. Generative News Recommendation
    2024/03/06 by Shen Gao, Jiabao Fang, Gao, Shen +11 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling
27. Selecting Query-bag as Pseudo Relevance Feedback for Information-seeking Conversations
    2024/03/22 by Zhang, Xiaoqing, Chen, Xiuying, Gao, Shen +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
28. Lightweight Deep Learning Based Channel Estimation for Extremely Large-Scale Massive MIMO Systems
    2024/02/14 by Shen Gao, Gao, Shen, Peihao Dong +5 · 1 citation
    Engineering · #Advanced MIMO Systems Optimization #Antenna Design and Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #electronic engineering #information engineering
29. Flexible and Adaptable Summarization via Expertise Separation
    2024/06/08 by Xiuying Chen, Mingzhe Li, Chen, Xiuying +13 · 1 citation
    Computer Science · Decision Sciences · #Topic Modeling #Data Quality and Management #Advanced Text Analysis Techniques
30. Iterative Document Representation Learning Towards Summarization with Polishing
    2018/09/27 by Xiuying Chen, Shen Gao, Chen, Xiuying +9 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques