语言大模型 / LLM

Every Part Matters: Integrity Verification of Scientific Figures Based on Multimodal Large Language Models

Xiang Shi, Jiawei Liu, Yinpeng Liu, Qikai Cheng, Wei 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

Comments 28 pages, 11 figures, under review

Demystifying Verbatim Memorization in Large Language Models

Jing Huang, Diyi Yang, Christopher Potts

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

Applicability of Large Language Models and Generative Models for Legal Case Judgement Summarization

Aniket Deroy, Kripabandhu Ghosh, Saptarshi Ghosh

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 Artificial Intelligence and Law, Springer, 2024

A Survey of Large Language Models in Medicine: Progress, Application, and Challenge

Hongjian Zhou, Fenglin Liu, Boyang Gu, Xinyu Zou, Jinfa Huang, Jinge Wu, Yiru Li, Sam S. Chen, Peilin Zhou, Junling Liu, Yining Hua, Chengfeng Mao, Chenyu You, Xian Wu, Yefeng Zheng, Lei Clifton, Zheng Li, Jiebo Luo, David A. Clifton

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 Preprint. Version 6. Update Figures 1-5; Tables 2-3; 31 pages

Black-Box Opinion Manipulation Attacks to Retrieval-Augmented Generation of Large Language Models

Zhuo Chen, Jiawei Liu, Haotan Liu, Qikai Cheng, Fan Zhang, Wei Lu, Xiaozhong Liu

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 10 pages, 3 figures, under review

Evaluating the Application of Large Language Models to Generate Feedback in Programming Education

Sven Jacobs, Steffen Jaschke

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 IEEE Global Engineering Education Conference 2024, Kos, Greece

Evaluating Large Language Models with fmeval

Pola Schwöbel, Luca Franceschi, Muhammad Bilal Zafar, Keerthan Vasist, Aman Malhotra, Tomer Shenhar, Pinal Tailor, Pinar Yilmaz, Michael Diamond, Michele Donini

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

Classification of Geological Borehole Descriptions Using a Domain Adapted Large Language Model

Hossein Ghorbanfekr, Pieter Jan Kerstens, Katrijn Dirix

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

Graphusion: Leveraging Large Language Models for Scientific Knowledge Graph Fusion and Construction in NLP Education

Rui Yang, Boming Yang, Sixun Ouyang, Tianwei She, Aosong Feng, Yuang Jiang, Freddy Lecue, Jinghui Lu, Irene 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 24 pages, 11 figures, 13 tables. arXiv admin note: substantial text overlap with arXiv:2402.14293

Causality extraction from medical text using Large Language Models (LLMs)

Seethalakshmi Gopalakrishnan, Luciana Garbayo, Wlodek Zadrozny

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

PharmaGPT: Domain-Specific Large Language Models for Bio-Pharmaceutical and Chemistry

Linqing Chen, Weilei Wang, Zilong Bai, Peng Xu, Yan Fang, Jie Fang, Wentao Wu, Lizhi Zhou, Ruiji Zhang, Yubin Xia, Chaobo Xu, Ran Hu, Licong Xu, Qijun Cai, Haoran Hua, Jing Sun, Jin Liu, Tian Qiu, Haowen Liu, Meng Hu, Xiuwen Li, Fei Gao, Yufu Wang, Lin Tie, Chaochao Wang, Jianping Lu, Cheng Sun, Yixin Wang, Shengjie Yang, Yuancheng Li, Lu Jin, Lisha Zhang, Fu Bian, Zhongkai Ye, Lidong Pei, Changyang Tu

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 Judicial Entity Extraction: A Comparative Study

Atin Sakkeer Hussain, Anu Thomas

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 in healthcare and medical domain: A review

Zabir Al Nazi, Wei Peng

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

MedCalc-Bench: Evaluating Large Language Models for Medical Calculations

Nikhil Khandekar, Qiao Jin, Guangzhi Xiong, Soren Dunn, Serina S Applebaum, Zain Anwar, Maame Sarfo-Gyamfi, Conrad W Safranek, Abid A Anwar, Andrew Zhang, Aidan Gilson, Maxwell B Singer, Amisha Dave, Andrew Taylor, Aidong Zhang, 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

Comments Github link: https://github.com/ncbi-nlp/MedCalc-Bench HuggingFace link: https://huggingface.co/datasets/nsk7153/MedCalc-Bench

TWIN-GPT: Digital Twins for Clinical Trials via Large Language Model

Yue Wang, Tianfan Fu, Yinlong Xu, Zihan Ma, Hongxia Xu, Yingzhou Lu, Bang Du, Honghao Gao, Jian Wu

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

Can Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals?

Marcio Fonseca, Shay B. Cohen

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 ACL 2024 camera ready

WundtGPT: Shaping Large Language Models To Be An Empathetic, Proactive Psychologist

Chenyu Ren, Yazhou Zhang, Daihai He, Jing Qin

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 Model as a Universal Clinical Multi-task Decoder

Yujiang Wu, Hongjian Song, Jiawen Zhang, Xumeng Wen, Shun Zheng, Jiang Bian

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 Work in progress

Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models

Yuheng Chen, Pengfei Cao, Yubo Chen, Yining Wang, Shengping Liu, Kang Liu, Jun 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

Guiding Clinical Reasoning with Large Language Models via Knowledge Seeds

Jiageng WU, Xian Wu, Jie Yang

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

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