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Beyond Chemical QA: Evaluating LLM's Chemical Reasoning with Modular Chemical Operations
27 May 2025
Hao Li
He Cao
Bin Feng
Yanjun Shao
Xiangru Tang
Zhiyuan Yan
Li Yuan
Yonghong Tian
Yu-Feng Li
LRM
ELM
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Papers citing
"Beyond Chemical QA: Evaluating LLM's Chemical Reasoning with Modular Chemical Operations"
14 / 14 papers shown
Atom-anchored LLMs speak Chemistry: A Retrosynthesis Demonstration
Alan Kai Hassen
Andrius Bernatavicius
Antonius P. A. Janssen
Mike Preuss
Gerard J. P. van Westen
Djork-Arné Clevert
LRM
92
1
0
18 Oct 2025
Coder as Editor: Code-driven Interpretable Molecular Optimization
Wenyu Zhu
Chengzhu Li
Xiaohe Tian
Yifan Wang
Yinjun Jia
Jianhui Wang
Bowen Gao
Ya Zhang
Wei-Ying Ma
Yanyan Lan
72
1
0
16 Oct 2025
CoT-Evo: Evolutionary Distillation of Chain-of-Thought for Scientific Reasoning
Kehua Feng
Keyan Ding
Zhihui Zhu
Lei Liang
Qiang Zhang
H. Chen
LRM
175
0
0
15 Oct 2025
Reasoning-Enhanced Large Language Models for Molecular Property Prediction
Jiaxi Zhuang
Yaorui Shi
Jue Hou
Yunong He
Mingwei Ye
...
Linfeng Zhang
Linfeng Zhang
Linfeng Zhang
Guolin Ke
Hengxing Cai
LRM
168
2
0
11 Oct 2025
oMeBench: Towards Robust Benchmarking of LLMs in Organic Mechanism Elucidation and Reasoning
R. Xu
Y. Zhang
Qingyun Wang
Carl Edwards
Heng Ji
LRM
103
0
0
09 Oct 2025
Robust Prompt Tuning for Vision-Language Models with Mild Semantic Noise
Yansheng Gao
Yufei Zheng
Jinghan Qu
VLM
332
0
0
06 Aug 2025
An Empirical Study of Qwen3 Quantization
Xingyu Zheng
Yuye Li
Haoran Chu
Yue Feng
Xudong Ma
Jie Luo
Jinyang Guo
Haotong Qin
Michele Magno
Xianglong Liu
MQ
320
15
0
04 May 2025
1.4 Million Open-Source Distilled Reasoning Dataset to Empower Large Language Model Training
Han Zhao
Haotian Wang
Yiping Peng
Sitong Zhao
Xiaoyu Tian
Shuaiting Chen
Yunjie Ji
Xiangang Li
RALM
ReLM
LRM
363
32
0
25 Mar 2025
Chemical reasoning in LLMs unlocks strategy-aware synthesis planning and reaction mechanism elucidation
Andres M Bran
Theo A Neukomm
Daniel Armstrong
Zlatko Joncev
Philippe Schwaller
LRM
381
3
0
11 Mar 2025
Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models
Hao Wu
Bohan Jia
Zijie Zhai
Shaosheng Cao
Zheyu Ye
Fei Zhao
Zhe Xu
Yao Hu
Shaohui Lin
MU
OffRL
LRM
MLLM
ReLM
VLM
565
353
0
09 Mar 2025
Electron flow matching for generative reaction mechanism prediction obeying conservation laws
J. F. Joung
Mun Hong Fong
Nicholas Casetti
Jordan P. Liles
Ne S. Dassanayake
Connor W. Coley
168
1
0
18 Feb 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
DeepSeek-AI
Daya Guo
Dejian Yang
Haowei Zhang
Junxiao Song
...
Shiyu Wang
S. Yu
Shunfeng Zhou
Shuting Pan
S.S. Li
OffRL
AI4TS
LRM
ReLM
VLM
1.2K
5,342
0
22 Jan 2025
ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning
Xiangru Tang
Tianyu Hu
Muyang Ye
Yanjun Shao
Xunjian Yin
...
Pan Lu
Zhuosheng Zhang
Yilun Zhao
Arman Cohan
Mark B. Gerstein
LLMAG
LRM
AI4CE
294
25
0
11 Jan 2025
Leveraging Biomolecule and Natural Language through Multi-Modal Learning: A Survey
Qizhi Pei
Lijun Wu
Ran Bi
Jinhua Zhu
Yue Wang
Guoqing Liu
Tao Qin
Lijun Wu
Rui Yan
AI4CE
369
22
0
03 Mar 2024
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