Title
RLDBF: Enhancing LLMs Via Reinforcement Learning With DataBase FeedBack Weichen Dai Zijie Dai Zhijie Huang Yixuan Pan Xinhe Li Xi Li Yi Zhou Ji Qi Wu Jiang 24 0 0 28 Mar 2025
OmniScience: A Domain-Specialized LLM for Scientific Reasoning and Discovery Vignesh Prabhakar Md Amirul Islam Adam Atanas Y. Wang J. N. Han ... Rucha Apte Robert Clark Kang Xu Zihan Wang Kai Liu LRM 85 1 0 22 Mar 2025
Survey on Recent Progress of AI for Chemistry: Methods, Applications, and Opportunities Ding Hu Pengxiang Hua Zhen Huang 82 0 0 09 Feb 2025
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning Yibo Yan Shen Wang Jiahao Huo Jingheng Ye Zhendong Chu Xuming Hu Philip S. Yu Carla P. Gomes B. Selman Qingsong Wen LRM 121 9 0 05 Feb 2025
ChemDFM-X: Towards Large Multimodal Model for Chemistry Zihan Zhao B. Chen Jingpiao Li Lu Chen Liyang Wen ... Ziping Wan Yansi Li Zhongyang Dai Xin Chen Kai Yu AI4CE 45 3 0 03 Jan 2025
ChemSafetyBench: Benchmarking LLM Safety on Chemistry Domain Haochen Zhao Xiangru Tang Ziran Yang Xiao Han Xuanzhi Feng ... Senhao Cheng Di Jin Yilun Zhao Arman Cohan Mark B. Gerstein ELM 83 1 0 23 Nov 2024
MolMetaLM: a Physicochemical Knowledge-Guided Molecular Meta Language Model Yifan Wu Min Zeng Yang Li Y. Zhang Min Li 71 1 0 23 Nov 2024
SMILES-Prompting: A Novel Approach to LLM Jailbreak Attacks in Chemical Synthesis Aidan Wong He Cao Zijing Liu Yu Li 39 2 0 21 Oct 2024
Molecular Dynamics and Machine Learning Unlock Possibilities in Beauty Design -- A Perspective Yuzhi Xu Haowei Ni Qinhui Gao Chia-Hua Chang Yanran Huo ... Yike Zhang Radu Grovu Min He John Z. H. Zhang Yuanqing Wang AI4CE 29 0 0 08 Oct 2024
SciSafeEval: A Comprehensive Benchmark for Safety Alignment of Large Language Models in Scientific Tasks Tianhao Li Jingyu Lu Chuangxin Chu Tianyu Zeng Yujia Zheng ... Xuejing Yuan Xingkai Wang Keyan Ding Huajun Chen Qiang Zhang ELM 40 3 0 02 Oct 2024
DeepProtein: Deep Learning Library and Benchmark for Protein Sequence Learning Jiaqing Xie Yue Zhao 33 0 0 02 Oct 2024
Generative Hierarchical Materials Search Sherry Yang Simon L. Batzner Ruiqi Gao Muratahan Aykol Alexander L. Gaunt Brendan McMorrow Danilo J. Rezende Dale Schuurmans Igor Mordatch E. D. Cubuk AI4CE 40 6 0 10 Sep 2024
An Investigation of Warning Erroneous Chat Translations in Cross-lingual Communication Yunmeng Li Jun Suzuki Makoto Morishita Kaori Abe Kentaro Inui 61 1 0 28 Aug 2024
SciKnowEval: Evaluating Multi-level Scientific Knowledge of Large Language Models Kehua Feng Keyan Ding Weijie Wang Xiang Zhuang Zeyuan Wang Ming Qin Yu Zhao Jianhua Yao Qiang Zhang H. Chen ELM 40 6 0 13 Jun 2024
SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature David Wadden Kejian Shi Jacob Morrison Aakanksha Naik Shruti Singh ... Luca Soldaini Shannon Zejiang Shen Doug Downey Hannaneh Hajishirzi Arman Cohan 44 11 0 10 Jun 2024
DocReLM: Mastering Document Retrieval with Language Model Gengchen Wei Xinle Pang Tianning Zhang Yu Sun Xun Qian Chen Lin Han-Sen Zhong Wanli Ouyang RALM 36 0 0 19 May 2024
Are large language models superhuman chemists? Adrian Mirza Nawaf Alampara Sreekanth Kunchapu Benedict Emoekabu Aswanth Krishnan ... Leanne M. Stafast Dinga Wonanke Michael Pieler P. Schwaller K. Jablonka ELM AI4MH LRM LM&MA 31 4 0 01 Apr 2024
Leveraging Biomolecule and Natural Language through Multi-Modal Learning: A Survey Qizhi Pei Lijun Wu Kaiyuan Gao Jinhua Zhu Yue Wang Zun Wang Tao Qin Rui Yan AI4CE 47 19 0 03 Mar 2024
LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality Instruction Tuning Dataset Botao Yu Frazier N. Baker Ziqi Chen Xia Ning Huan Sun LM&MA 44 38 0 14 Feb 2024
Extracting Accurate Materials Data from Research Papers with Conversational Language Models and Prompt Engineering Maciej P. Polak Dane Morgan 70 158 0 07 Mar 2023