语言大模型 / LLM

Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models

Yuyan Chen, Chenwei Wu, Songzhou Yan, Panjun Liu, Haoyu Zhou, Yanghua Xiao

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 ACL 2024

Towards Efficient Large Language Models for Scientific Text: A Review

Huy Quoc To, Ming Liu, Guangyan Huang

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

Molecular Graph Representation Learning Integrating Large Language Models with Domain-specific Small Models

Tianyu Zhang, Yuxiang Ren, Chengbin Hou, Hairong Lv, Xuegong Zhang

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

Large Language Model for Mental Health: A Systematic Review

Zhijun Guo, Alvina Lai, Johan Hilge Thygesen, Joseph Farrington, Thomas Keen, Kezhi 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

Large Legal Fictions: Profiling Legal Hallucinations in Large Language Models

Matthew Dahl, Varun Magesh, Mirac Suzgun, Daniel E. Ho

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 Journal of Legal Analysis 16, no. 1 (2024): 64-93

Closing the gap between open-source and commercial large language models for medical evidence summarization

Gongbo Zhang, Qiao Jin, Yiliang Zhou, Song Wang, Betina R. Idnay, Yiming Luo, Elizabeth Park, Jordan G. Nestor, Matthew E. Spotnitz, Ali Soroush, Thomas Campion, Zhiyong Lu, Chunhua Weng, Yifan 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

Large Language Models for Next Point-of-Interest Recommendation

Peibo Li, Maarten de Rijke, Hao Xue, Shuang Ao, Yang Song, Flora D. Salim

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

Journal ref In Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Association for Computing Machinery, New York, NY, USA, 1463-1472

LawLLM: Law Large Language Model for the US Legal System

Dong Shu, Haoran Zhao, Xukun Liu, David Demeter, Mengnan Du, Yongfeng Zhang

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 21 pages, 2 figures, accepted at the 33rd ACM International Conference on Information and Knowledge Management (CIKM 2024) for the Applied Research Paper track

How to Measure the Intelligence of Large Language Models?

Nils Körber, Silvan Wehrli, Christopher Irrgang

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 3 pages, 1 figure

Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes

Sunjun Kweon, Junu Kim, Jiyoun Kim, Sujeong Im, Eunbyeol Cho, Seongsu Bae, Jungwoo Oh, Gyubok Lee, Jong Hak Moon, Seng Chan You, Seungjin Baek, Chang Hoon Han, Yoon Bin Jung, Yohan Jo, Edward Choi

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 (Findings)

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