Shen Gao

1. Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum
   2023/08/27 by Shen Gao, Zhengliang Shi, Gao, Shen +14 · 14 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 · 12 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 · 13 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
4. 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
5. 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
6. 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
7. Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering
   2024/06/21 by Zhengliang Shi, Shi, Zhengliang, Weiwei Sun +9 · 8 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
8. Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community
   2023/07/19 by Qingyao Ai, Ai, Qingyao, Ting Bai +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
9. Simulating Financial Market via Large Language Model based Agents
   2024/06/28 by Shen Gao, Gao, Shen, Yuntao Wen +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
10. LLMs are Also Effective Embedding Models: An In-depth Overview
    2024/12/17 by Chongyang Tao, Tao Shen, Tao, Chongyang +11 · 7 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. Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning
    2023/12/10 by Yougang Lyu, Lyu, Yougang, Jitai Hao +15 · 4 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
12. Learning to Respond with Stickers: A Framework of Unifying Multi-Modality in Multi-Turn Dialog
    2020/03/10 by Shen Gao, Xiuying Chen, Gao, Shen +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
13. Gemini Embedding 2: A Native Multimodal Embedding Model from Gemini
    2026/05/26 by Madhuri Shanbhogue, Zhe Li, Shanfeng Zhang +86 · 3 voices
    #cs.CV
14. Neural Machine Translation with Contrastive Translation Memories
    2022/12/06 by Xin Cheng, Shen Gao, Cheng, Xin +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
15. 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
16. 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