Title
Sparks of Science: Hypothesis Generation Using Structured Paper Data Charles OÑeill Tirthankar Ghosal Roberta Răileanu Mike Walmsley Thang Bui Kevin Schawinski I. Ciucă LRM 109 4 0 17 Apr 2025
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 56 0 0 28 Mar 2025
MatViX: Multimodal Information Extraction from Visually Rich Articles Ghazal Khalighinejad Sharon Scott Ollie Liu Kelly L. Anderson Rickard Stureborg Aman Tyagi Bhuwan Dhingra 55 1 0 27 Oct 2024
Enhancing Exchange Rate Forecasting with Explainable Deep Learning Models Shuchen Meng Andi Chen Chihang Wang Mengyao Zheng Fangyu Wu Xupeng Chen Haowei Ni Panfeng Li 89 2 0 25 Oct 2024
Research on Key Technologies for Cross-Cloud Federated Training of Large Language Models Haowei Yang Mingxiu Sui Shaobo Liu Xinyue Qian Zhaoyang Zhang Bingying Liu FedML 31 5 0 24 Oct 2024
Dual-Label Learning With Irregularly Present Labels Mingqian Li Qiao Han Yiteng Zhai Ruifeng Li Yao Yang Hongyang Chen 42 0 0 18 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 99 5 0 02 Oct 2024
Towards Efficient Large Language Models for Scientific Text: A Review H. To Ming Liu Guangyan Huang 64 1 0 20 Aug 2024
Geometry Informed Tokenization of Molecules for Language Model Generation Xiner Li Limei Wang Youzhi Luo Carl Edwards Shurui Gui Yuchao Lin Heng Ji Shuiwang Ji 98 7 0 19 Aug 2024
MaterioMiner -- An ontology-based text mining dataset for extraction of process-structure-property entities Ali Riza Durmaz Akhil Thomas Lokesh Mishra Rachana Niranjan Murthy Thomas Straub 65 1 0 05 Aug 2024
A Survey on Symbolic Knowledge Distillation of Large Language Models Kamal Acharya Alvaro Velasquez Haoze Song SyDa 74 7 0 12 Jul 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery Yu Zhang Xiusi Chen Bowen Jin Sheng Wang Shuiwang Ji Wei Wang Jiawei Han 140 43 0 16 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 131 15 0 10 Jun 2024
MaTableGPT: GPT-based Table Data Extractor from Materials Science Literature Gyeong Hoon Yi Jiwoo Choi Hyeongyun Song Olivia Miano Jaewoong Choi ... Seok Su Sohn David Buttler A. Hiszpanski S. Han Donghun Kim LMTD 59 3 0 08 Jun 2024
Toward Reliable Ad-hoc Scientific Information Extraction: A Case Study on Two Materials Datasets Satanu Ghosh Neal R. Brodnik Carolina Frey Collin Holgate Tresa M. Pollock Samantha Daly Samuel Carton 75 2 0 08 Jun 2024
SciQAG: A Framework for Auto-Generated Science Question Answering Dataset with Fine-grained Evaluation Yuwei Wan Yixuan Liu Aswathy Ajith Clara Grazian B. Hoex Wenjie Zhang Chunyu Kit Tong Xie Ian Foster 95 10 0 16 May 2024
CataLM: Empowering Catalyst Design Through Large Language Models Ludi Wang Xueqing Chen Yi Du Yuanchun Zhou Yang Gao Wenjuan Cui 65 4 0 13 May 2024
SEvenLLM: Benchmarking, Eliciting, and Enhancing Abilities of Large Language Models in Cyber Threat Intelligence Hangyuan Ji Jian Yang Linzheng Chai Chaoren Wei Liqun Yang ... Tianzhen Sun Hongcheng Guo Tongliang Li Changyu Ren Zhoujun Li 76 9 0 06 May 2024
Large Language Model Agent as a Mechanical Designer Yayati Jadhav A. Farimani AI4CE LLMAG 190 10 0 26 Apr 2024
Integrating Chemistry Knowledge in Large Language Models via Prompt Engineering Hongxuan Liu Haoyu Yin Zhiyao Luo Xiaonan Wang 56 20 0 22 Apr 2024
Exploring the True Potential: Evaluating the Black-box Optimization Capability of Large Language Models Beichen Huang Xingyu Wu Yu Zhou Jibin Wu Liang Feng Ran Cheng Kay Chen Tan 101 15 0 09 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 127 18 0 03 Mar 2024
Extracting Polymer Nanocomposite Samples from Full-Length Documents Ghazal Khalighinejad Yuan Chiang L. C. Brinson Bhuwan Dhingra 63 2 0 01 Mar 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Dinesh Manocha KELM VLM 173 133 0 20 Feb 2024
LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval and Distillation Chiang Yuan Elvis Hsieh Chia-Hong Chou Janosh Riebesell 97 12 0 30 Jan 2024
Assessing Large Language Models in Mechanical Engineering Education: A Study on Mechanics-Focused Conceptual Understanding Jie Tian Jixin Hou Zihao Wu Peng Shu Zheng Liu ... Ning Liu Xianyan Chen Keke Tang Tianming Liu Xianqiao Wang ELM AI4CE 75 9 0 13 Jan 2024
Knowledge Sharing in Manufacturing using Large Language Models: User Evaluation and Model Benchmarking Samuel Kernan Freire Chaofan Wang Mina Foosherian S. Wellsandt Santiago Ruiz-Arenas E. Niforatos 88 2 0 10 Jan 2024
HyperPIE: Hyperparameter Information Extraction from Scientific Publications T. Saier Mayumi Ohta Takuto Asakura Michael Färber 76 4 0 17 Dec 2023
Defining a New NLP Playground Sha Li Chi Han Pengfei Yu Carl Edwards Manling Li ... Yi R. Fung Charles Yu Joel R. Tetreault Eduard H. Hovy Heng Ji 120 5 0 31 Oct 2023
DARWIN Series: Domain Specific Large Language Models for Natural Science Tong Xie Yuwei Wan Wei-Ping Huang Zhenyu Yin Yixuan Liu ... Chunyu Kit Clara Grazian Wenjie Zhang Imran Razzak B. Hoex ELM ALM AI4CE 52 30 0 25 Aug 2023