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Author:Kai Liu

Publications
OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery
Vignesh Prabhakar, Md Amirul Islam, Adam Atanas, Yao-Ting Wang, Joah Han, Aastha Jhunjhunwala, Rucha Apte, Robert Clark, Kang Xu, Zihan Wang and Kai Liu
In:Proceedings of AI for Accelerated Research Symposium

Keyphrases

Agentic Framework, Battery research, Domain Adaptive Pretraining (DAPT), Electrolyte Solvent Screening, GPQA Diamond Benchmark, Instruction Tuning, Large Language Models (LLMs), LLaMA 3.1 70B, Molecular Ranking, Omniscience, Reasoning-based Knowledge Distillation, Retrieval-Augmented Generation (RAG), s1K Reasoning Dataset, scientific discovery, Scientific Literature Corpus, scientific reasoning.

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