Shen Gao
- Confucius: Iterative Tool Learning from Introspection Feedback by Easy-to-Difficult Curriculum
2023/08/27 by Shen Gao, Gao, Shen, Zhengliang Shi +14 · 19 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
- A Multi-Agent Conversational Recommender System
2024/02/02 by Jiabao Fang, Fang, Jiabao, Shen Gao +9 · 18 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
- Chain of Tools: Large Language Model is an Automatic Multi-tool Learner
2024/05/26 by Zhengliang Shi, Shen Gao, Shi, Zhengliang +16 · 18 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering
2024/06/21 by Zhengliang Shi, Shi, Zhengliang, Weiwei Sun +9 · 13 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
- Learning to Use Tools via Cooperative and Interactive Agents
2024/03/05 by Zhengliang Shi, Shi, Zhengliang, Shen Gao +16 · 10 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
- Contrastive Learning Reduces Hallucination in Conversations
2022/12/20 by Weiwei Sun, Sun, Weiwei, Zhengliang Shi +9 · 1 voice · 6 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
- Target-aware Abstractive Related Work Generation with Contrastive Learning
2022/05/26 by Xiuying Chen, Chen, Xiuying, Hind Alamro +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
- Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community
2023/07/19 by Qingyao Ai, Ting Bai, Ai, Qingyao +63 · 6 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
- Simulating Financial Market via Large Language Model based Agents
2024/06/28 by Shen Gao, Gao, Shen, Yuntao Wen +11 · 8 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
- LLMs are Also Effective Embedding Models: An In-depth Overview
2024/12/17 by Chongyang Tao, Tao, Chongyang, Tao Shen +11 · 10 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
- 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 · 3 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
- Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning
2023/12/10 by Yougang Lyu, Jitai Hao, Lyu, Yougang +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
- 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
- Abstractive Text Summarization by Incorporating Reader Comments
2018/12/13 by Shen Gao, Xiuying Chen, Gao, Shen +11 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
- CulFiT: A Fine-grained Cultural-aware LLM Training Paradigm via Multilingual Critique Data Synthesis
2025/05/26 by Ren Feng, Shen Gao, Feng, Ruixiang +7 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- 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
- 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
- 360^∘REA: Towards A Reusable Experience Accumulation with 360° Assessment for Multi-Agent System
2024/04/08 by Shen Gao, Hao Li, Gao, Shen +11 · 1 citation
Computer Science · Psychology · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Multiagent Systems (cs.MA) #Time Series Analysis and Forecasting
- 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
- Flexible and Adaptable Summarization via Expertise Separation
2024/06/08 by Xiuying Chen, Chen, Xiuying, Mingzhe Li +13 · 1 citation
Computer Science · Decision Sciences · #Topic Modeling #Data Quality and Management #Advanced Text Analysis Techniques
- 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