Large Language Models as Master Key: Unlocking the Secrets of Materials Science with GPT

5 April 2023

Papers citing "Large Language Models as Master Key: Unlocking the Secrets of Materials Science with GPT"

31 / 31 papers shown

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 53 0 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 24 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 23 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 48 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 29 4 0 24 Oct 2024
Dual-Label Learning With Irregularly Present Labels Mingqian Li Qiao Han Yiteng Zhai Ruifeng Li Yao Yang Hongyang Chen 24 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 40 3 0 02 Oct 2024
Towards Efficient Large Language Models for Scientific Text: A Review H. To Ming Liu Guangyan Huang 35 1 0 20 Aug 2024
Geometry Informed Tokenization of Molecules for Language Model Generation Xiner Li Limei Wang Youzhi Luo Carl N. Edwards Shurui Gui Yuchao Lin Heng Ji Shuiwang Ji 29 6 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 35 1 0 05 Aug 2024
A Survey on Symbolic Knowledge Distillation of Large Language Models Kamal Acharya Alvaro Velasquez H. Song SyDa 38 4 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 44 27 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 44 11 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 39 3 0 08 Jun 2024
Toward Reliable Ad-hoc Scientific Information Extraction: A Case Study on Two Materials Datasets Satanu Ghosh Neal R. Brodnik C. Frey Collin S. Holgate Tresa M. Pollock Samantha Daly Samuel Carton 20 1 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 21 7 0 16 May 2024
CataLM: Empowering Catalyst Design Through Large Language Models Ludi Wang Xueqing Chen Yi Du Yuanchun Zhou Yang Gao Wenjuan Cui 28 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 36 7 0 06 May 2024
Large Language Model Agent as a Mechanical Designer Yayati Jadhav A. Farimani AI4CE LLMAG 98 9 0 26 Apr 2024
Integrating Chemistry Knowledge in Large Language Models via Prompt Engineering Hongxuan Liu Haoyu Yin Zhiyao Luo Xiaonan Wang 41 15 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 50 12 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 47 19 0 03 Mar 2024
Extracting Polymer Nanocomposite Samples from Full-Length Documents Ghazal Khalighinejad Defne Çirci L. C. Brinson Bhuwan Dhingra 25 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 Tianyi Zhou KELM VLM 44 100 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 30 10 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 41 8 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 43 2 0 10 Jan 2024
HyperPIE: Hyperparameter Information Extraction from Scientific Publications T. Saier Mayumi Ohta Takuto Asakura Michael Färber 14 4 0 17 Dec 2023
Defining a New NLP Playground Sha Li Chi Han Pengfei Yu Carl N. Edwards Manling Li ... Yi Ren Fung Charles Yu Joel R. Tetreault Eduard H. Hovy Heng Ji 33 5 0 31 Oct 2023
DARWIN Series: Domain Specific Large Language Models for Natural Science Tong Xie Yuwei Wan Wei Huang Zhenyu Yin Yixuan Liu ... Chunyu Kit Clara Grazian Wenjie Zhang Imran Razzak B. Hoex ELM ALM AI4CE 22 26 0 25 Aug 2023
MatSciBERT: A Materials Domain Language Model for Text Mining and Information Extraction Tanishq Gupta Mohd Zaki N. M. A. Krishnan Mausam 44 177 0 30 Sep 2021