Guo, Taicheng
- Large Language Model based Multi-Agents: A Survey of Progress and Challenges
2024/01/21 by Guo, Taicheng, Chen, Xiuying, Wang, Yaqi +5 · 164 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
- Data Interpreter: An LLM Agent For Data Science
2024/02/28 by Sirui Hong, Yizhang Lin, Hong, Sirui +47 · 43 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks
2023/05/27 by Taicheng Guo, Kehan Guo, Guo, Taicheng +12 · 31 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
- SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark
2024/02/06 by Zhenwen Liang, Kehan Guo, Liang, Zhenwen +17 · 7 citations
Computer Science · Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Online and Blended Learning
- Knowledge Graph Enhanced Language Agents for Recommendation
2024/10/25 by Taicheng Guo, Chaochun Liu, Guo, Taicheng +13 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multiagent Systems (cs.MA) #Recommender Systems and Techniques #Topic Modeling
- Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study
2025/06/05 by Yujun Zhou, Jane J. Ye, Zhou, Yujun +18 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- 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