Search Results for author: Jiaxi Zhuang

Found 3 papers, 2 papers with code

Enhancing Retrosynthesis with Conformer: A Template-Free Method

no code implementations21 Jan 2025 Jiaxi Zhuang, Qian Zhang, Ying Qian

Retrosynthesis plays a crucial role in the fields of organic synthesis and drug development, where the goal is to identify suitable reactants that can yield a target product molecule.

SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding

1 code implementation28 Aug 2024 Sihang Li, Jin Huang, Jiaxi Zhuang, Yaorui Shi, Xiaochen Cai, Mingjun Xu, Xiang Wang, Linfeng Zhang, Guolin Ke, Hengxing Cai

To develop an LLM specialized in scientific literature understanding, we propose a hybrid strategy that integrates continual pre-training (CPT) and supervised fine-tuning (SFT), to simultaneously infuse scientific domain knowledge and enhance instruction-following capabilities for domain-specific tasks. cIn this process, we identify two key challenges: (1) constructing high-quality CPT corpora, and (2) generating diverse SFT instructions.

Instruction Following scientific discovery

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