Tool-Augmented On-Policy Distillation for LLM Domain Adaptation in Sequence-Based Omics Tasks
cs.LG, cs.CL
Submitted: 2026-09-20
Updated: 2026-09-20
Comments: 18 pages, 5 figures
Code: https://github.com/SeedScientist/OmicsBench
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- HealthBench: Evaluating Large Language Models Towards Improved Human Health
- Interpretable RNA Foundation Model from Unannotated Data for Highly Accurate RNA Structure and Function Predictions
- LAB-Bench: Measuring Capabilities of Language Models for Biology Research
- Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models
- Nature Language Model: Deciphering the Language of Nature for Scientific Discovery
- DOPD: Dual On-policy Distillation
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