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Mark Gerstein — most-cited papers & profile · Large Language Models
← authors
·
overview
Mark Gerstein
11
papers ·
0
citations ·
191
h-index
Yale University · Institute of Molecular Biology and Biophysics
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Most-cited papers
ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning
2025
MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning
2025
Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards
2025
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
2023
Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data?
2023
ML-Bench: Large Language Models Leverage Open-source Libraries for Machine Learning Tasks
2023
ChatCell: Facilitating Single-Cell Analysis with Natural Language
2024
Top co-authors
Xiangru Tang
· 7
Arman Cohan
· 4
Yilun Zhao
· 4
Yanjun Shao
· 3
Jiwoong Sohn
· 2
Wangchunshu Zhou
· 2
Yiming Zong
· 2
Yujia Qin
· 2
Baobao Chang
· 1
Bill Qian
· 1
Chenglin Wu
· 1
Dahai Li
· 1
Topics
Evaluation
Training Techniques
Agentic
Model Architecture
RAG
Fine-Tuning
Code
In-Context Learning
Efficiency
Reinforcement Learning