语言大模型 / LLM

PRISM: Patient Records Interpretation for Semantic Clinical Trial Matching using Large Language Models

Shashi Kant Gupta, Aditya Basu, Mauro Nievas, Jerrin Thomas, Nathan Wolfrath, Adhitya Ramamurthi, Bradley Taylor, Anai N. Kothari, Regina Schwind, Therica M. Miller, Sorena Nadaf-Rahrov, Yanshan Wang, Hrituraj Singh

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments 30 Pages, 8 Figures, Supplementary Work Attached

LegalPro-BERT: Classification of Legal Provisions by fine-tuning BERT Large Language Model

Amit Tewari

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.AI、cs.LG

Comments 17 pages, 4 figures

Large language models in medicine: the potentials and pitfalls

Jesutofunmi A. Omiye, Haiwen Gui, Shawheen J. Rezaei, James Zou, Roxana Daneshjou

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Journal ref Ann. Intern. Med., 177(2), 210-220(2024)

GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical Information

Qiao Jin, Yifan Yang, Qingyu Chen, Zhiyong Lu

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Journal ref Bioinformatics, 2024

Comparative Study of Domain Driven Terms Extraction Using Large Language Models

Sandeep Chataut, Tuyen Do, Bichar Dip Shrestha Gurung, Shiva Aryal, Anup Khanal, Carol Lushbough, Etienne Gnimpieba

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

A Path Towards Legal Autonomy: An interoperable and explainable approach to extracting, transforming, loading and computing legal information using large language models, expert systems and Bayesian networks

Axel Constant, Hannes Westermann, Bryan Wilson, Alex Kiefer, Ines Hipolito, Sylvain Pronovost, Steven Swanson, Mahault Albarracin, Maxwell J. D. Ramstead

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Can Large Language Models Discern Evidence for Scientific Hypotheses? Case Studies in the Social Sciences

Sai Koneru, Jian Wu, Sarah Rajtmajer

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Regulating Large Language Models: A Roundtable Report

Gabriel Nicholas, Paul Friedl

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments 24 pages

Large Language Models for Multi-Choice Question Classification of Medical Subjects

Víctor Ponce-López

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Whose Side Are You On? Investigating the Political Stance of Large Language Models

Pagnarasmey Pit, Xingjun Ma, Mike Conway, Qingyu Chen, James Bailey, Henry Pit, Putrasmey Keo, Watey Diep, Yu-Gang Jiang

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue

Junkai Zhou, Liang Pang, Huawei Shen, Xueqi Cheng

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments Accepted by NAACL 2024 Findings

Executing Natural Language-Described Algorithms with Large Language Models: An Investigation

Xin Zheng, Qiming Zhu, Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments Accepted at LREC-COLING 2024

Exploring Large Language Models and Hierarchical Frameworks for Classification of Large Unstructured Legal Documents

Nishchal Prasad, Mohand Boughanem, Taoufiq Dkaki

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments This paper was accepted as a long paper at ECIR 2024. arXiv admin note: substantial text overlap with arXiv:2309.10563

Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering

Hongda Sun, Yuxuan Liu, Chengwei Wu, Haiyu Yan, Cheng Tai, Xin Gao, Shuo Shang, Rui Yan

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments TheWebConf 2024 (WWW 2024) oral, code repo: https://github.com/EthanLeo-LYX/LLMQA

ChatUIE: Exploring Chat-based Unified Information Extraction using Large Language Models

Jun Xu, Mengshu Sun, Zhiqiang Zhang, Jun Zhou

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments Accepted by LREC-COLING 2024

The First Place Solution of WSDM Cup 2024: Leveraging Large Language Models for Conversational Multi-Doc QA

Yiming Li, Zhao Zhang

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments 1st solution for WSDM Cup 2024

From Text to Transformation: A Comprehensive Review of Large Language Models' Versatility

Pravneet Kaur, Gautam Siddharth Kashyap, Ankit Kumar, Md Tabrez Nafis, Sandeep Kumar, Vikrant Shokeen

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Can large language models build causal graphs?

Stephanie Long, Tibor Schuster, Alexandre Piché

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments Peer reviewed and accepted for presentation at the Causal Machine Learning for Real-World Impact Workshop (CML4Impact) at NeuRIPs2022 Fixed author list

GenAI Against Humanity: Nefarious Applications of Generative Artificial Intelligence and Large Language Models

Emilio Ferrara

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments Accepted in: Journal of Computational Social Science

Journal ref J Comput Soc Sc (2024)

How Large Language Models are Transforming Machine-Paraphrased Plagiarism

Jan Philip Wahle, Terry Ruas, Frederic Kirstein, Bela Gipp

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Journal ref EMNLP 2022

GIT-Mol: A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text

Pengfei Liu, Yiming Ren, Jun Tao, Zhixiang Ren

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.LG

Comments The article has been accepted by Computers in Biology and Medicine, with 14 pages and 4 figures

Journal ref Computers in Biology and Medicine, 108073, 2024, ISSN 0010-4825

Fine-Tuned Large Language Models for Symptom Recognition from Spanish Clinical Text

Mai A. Shaaban, Abbas Akkasi, Adnan Khan, Majid Komeili, Mohammad Yaqub

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.LG

Assessing Large Language Models in Mechanical Engineering Education: A Study on Mechanics-Focused Conceptual Understanding

Jie Tian, Jixin Hou, Zihao Wu, Peng Shu, Zhengliang Liu, Yujie Xiang, Beikang Gu, Nicholas Filla, Yiwei Li, Ning Liu, Xianyan Chen, Keke Tang, Tianming Liu, Xianqiao Wang

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments 30 pages, 7 figures, and 1 table

Opportunities and Challenges for ChatGPT and Large Language Models in Biomedicine and Health

Shubo Tian, Qiao Jin, Lana Yeganova, Po-Ting Lai, Qingqing Zhu, Xiuying Chen, Yifan Yang, Qingyu Chen, Won Kim, Donald C. Comeau, Rezarta Islamaj, Aadit Kapoor, Xin Gao, Zhiyong Lu

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Quokka: An Open-source Large Language Model ChatBot for Material Science

Xianjun Yang, Stephen D. Wilson, Linda Petzold

专题命中 领域大模型 ：language model(title,abstract)；large language model(title)；pretraining(abstract)；分类 cs.CL、cs.AI

Comments Work in progress

Evaluating the Performance of Large Language Models for Spanish Language in Undergraduate Admissions Exams

Sabino Miranda, Obdulia Pichardo-Lagunas, Bella Martínez-Seis, Pierre Baldi

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments 11 pages, 1 figure. Submitted to a journal

SM70: A Large Language Model for Medical Devices

Anubhav Bhatti, Surajsinh Parmar, San Lee

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments 5 Pages, Technical Report

The Impact of Large Language Models on Scientific Discovery: a Preliminary Study using GPT-4

Microsoft Research AI4Science, Microsoft Azure Quantum

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Comments 230 pages report; 181 pages for main contents

How should the advent of large language models affect the practice of science?

Marcel Binz, Stephan Alaniz, Adina Roskies, Balazs Aczel, Carl T. Bergstrom, Colin Allen, Daniel Schad, Dirk Wulff, Jevin D. West, Qiong Zhang, Richard M. Shiffrin, Samuel J. Gershman, Ven Popov, Emily M. Bender, Marco Marelli, Matthew M. Botvinick, Zeynep Akata, Eric Schulz

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Questioning Biases in Case Judgment Summaries: Legal Datasets or Large Language Models?

Aniket Deroy, Subhankar Maity

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI