语言大模型 / LLM

LawGPT: A Chinese Legal Knowledge-Enhanced Large Language Model

Zhi Zhou, Jiang-Xin Shi, Peng-Xiao Song, Xiao-Wen Yang, Yi-Xuan Jin, Lan-Zhe Guo, Yu-Feng Li

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 Technical Report

Legal Documents Drafting with Fine-Tuned Pre-Trained Large Language Model

Chun-Hsien Lin, Pu-Jen Cheng

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

Comments 12th International Conference on Software Engineering & Trends (SE 2024), April 27 ~ 28, 2024, Copenhagen, Denmark Volume Editors : David C. Wyld, Dhinaharan Nagamalai (Eds) ISBN : 978-1-923107-24-3

GAMedX: Generative AI-based Medical Entity Data Extractor Using Large Language Models

Mohammed-Khalil Ghali, Abdelrahman Farrag, Hajar Sakai, Hicham El Baz, Yu Jin, Sarah Lam

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

KNOW: A Real-World Ontology for Knowledge Capture with Large Language Models

Arto Bendiken

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, 1 figure

AE-GPT: Using Large Language Models to Extract Adverse Events from Surveillance Reports-A Use Case with Influenza Vaccine Adverse Events

Yiming Li, Jianfu Li, Jianping He, Cui Tao

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

Large Language Models for Education: A Survey

Hanyi Xu, Wensheng Gan, Zhenlian Qi, Jiayang Wu, Philip S. Yu

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 Journal of Machine Learning and Cybernetics. 4 tables, 6 figures

Reindex-Then-Adapt: Improving Large Language Models for Conversational Recommendation

Zhankui He, Zhouhang Xie, Harald Steck, Dawen Liang, Rahul Jha, Nathan Kallus, Julian McAuley

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

EnviroExam: Benchmarking Environmental Science Knowledge of Large Language Models

Yu Huang, Liang Guo, Wanqian Guo, Zhe Tao, Yang Lv, Zhihao Sun, Dongfang Zhao

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

WisPerMed at "Discharge Me!": Advancing Text Generation in Healthcare with Large Language Models, Dynamic Expert Selection, and Priming Techniques on MIMIC-IV

Hendrik Damm, Tabea M. G. Pakull, Bahadır Eryılmaz, Helmut Becker, Ahmad Idrissi-Yaghir, Henning Schäfer, Sergej Schultenkämper, Christoph M. Friedrich

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

Comments 8 pages, 6 tables, 8 figures, submitted to: BioNLP 2024 and Shared Tasks @ ACL 2024

Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit's Showerthoughts

Tolga Buz, Benjamin Frost, Nikola Genchev, Moritz Schneider, Lucie-Aimée Kaffee, Gerard de Melo

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 to *SEM 2024 (StarSEM) conference

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