Mark Gerstein
- Papers
- 13
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Authored papers
13Dispersion Loss Counteracts Embedding Condensation and Improves Generalization in Small Language Models
arXiv 2026
Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards
arXiv 2025
CellForge: Agentic Design of Virtual Cell Models
arXiv 2025
ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning
arXiv 2025
MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning
arXiv 2025
A Survey of Generative AI for de novo Drug Design: New Frontiers in Molecule and Protein Generation
arXiv 2024
ChatCell: Facilitating Single-Cell Analysis with Natural Language
arXiv 2024
ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code
arXiv 2023
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
arXiv 2023
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
arXiv 2023
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents
arXiv 2023
Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data?
arXiv 2023
BioCoder: A Benchmark for Bioinformatics Code Generation with Large Language Models
arXiv 2023
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