Structured information extraction from complex scientific text with
fine-tuned large language models

Structured information extraction from complex scientific text with fine-tuned large language models

10 December 2022

Nicholas Walker

Andrew S. Rosen

Kristin A. Persson

Papers citing "Structured information extraction from complex scientific text with fine-tuned large language models"

14 / 14 papers shown

Title
Advancing Scientific Text Classification: Fine-Tuned Models with Dataset Expansion and Hard-Voting Z. R. K. Rostam Gábor Kertész 24 0 0 26 Apr 2025
CURIE: Evaluating LLMs On Multitask Scientific Long Context Understanding and Reasoning Hao Cui Zahra Shamsi Gowoon Cheon Xuejian Ma Shutong Li ... Eun-Ah Kim M. Brenner Viren Jain Sameera Ponda Subhashini Venugopalan ELM LRM 52 0 0 14 Mar 2025
MatterChat: A Multi-Modal LLM for Material Science Yingheng Tang Wenbin Xu Jie Cao Jianzhu Ma Weilu Gao Steve Farrell Benjamin Erichson Michael W. Mahoney Andy Nonaka 108 3 0 18 Feb 2025
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Erik Cambria LM&MA AILaw 93 153 0 28 Jan 2025
Human-artificial intelligence teaming for scientific information extraction from data-driven additive manufacturing research using large language models Mutahar Safdar Jiarui Xie Andrei Mircea Y. Zhao AI4CE 31 0 0 26 Jul 2024
Towards Interpretable Hate Speech Detection using Large Language Model-extracted Rationales Ayushi Nirmal Amrita Bhattacharjee Paras Sheth Huan Liu AAML 33 11 0 19 Mar 2024
Had enough of experts? Quantitative knowledge retrieval from large language models David Selby Kai Spriestersbach Yuichiro Iwashita Dennis Bappert Archana Warrier Sumantrak Mukherjee M. Asim Koichi Kise Sebastian Vollmer 36 0 0 12 Feb 2024
Neural Slot Interpreters: Grounding Object Semantics in Emergent Slot Representations Bhishma Dedhia N. Jha OCL 46 1 0 02 Feb 2024
LLMs Perform Poorly at Concept Extraction in Cyber-security Research Literature Maxime Wursch Andrei Kucharavy Dimitri Percia David Alain Mermoud 6 4 0 12 Dec 2023
ChatMOF: An Autonomous AI System for Predicting and Generating Metal-Organic Frameworks Y. Kang Jihan Kim AI4CE LLMAG 30 12 0 01 Aug 2023
PatternGPT :A Pattern-Driven Framework for Large Language Model Text Generation Le Xiao Xin Shan 19 5 0 02 Jul 2023
The Scope of In-Context Learning for the Extraction of Medical Temporal Constraints Parker Seegmiller Joseph Gatto Madhusudan Basak Diane J. Cook Hassan Ghasemzadeh John A. Stankovic S. Preum 21 1 0 16 Mar 2023
GPT Takes the Bar Exam M. Bommarito Daniel Martin Katz ELM 28 150 0 29 Dec 2022
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 406 2,584 0 03 Sep 2019