语言大模型 / LLM

Mitigating Hallucinations Using Ensemble of Knowledge Graph and Vector Store in Large Language Models to Enhance Mental Health Support

Abdul Muqtadir, Hafiz Syed Muhammad Bilal, Ayesha Yousaf, Hafiz Farooq Ahmed, Jamil Hussain

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

SafeLLM: Domain-Specific Safety Monitoring for Large Language Models: A Case Study of Offshore Wind Maintenance

Connor Walker, Callum Rothon, Koorosh Aslansefat, Yiannis Papadopoulos, Nina Dethlefs

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

Impact of Large Language Model Assistance on Patients Reading Clinical Notes: A Mixed-Methods Study

Niklas Mannhardt, Elizabeth Bondi-Kelly, Barbara Lam, Hussein Mozannar, Chloe O'Connell, Mercy Asiedu, Alejandro Buendia, Tatiana Urman, Irbaz B. Riaz, Catherine E. Ricciardi, Monica Agrawal, Marzyeh Ghassemi, David Sontag

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

Latent Feature Mining for Predictive Model Enhancement with Large Language Models

Bingxuan Li, Pengyi Shi, Amy Ward

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

Remaining Useful Life Prediction: A Study on Multidimensional Industrial Signal Processing and Efficient Transfer Learning Based on Large Language Models

Yan Chen, Cheng Liu

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

Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration

Weikang Yuan, Junjie Cao, Zhuoren Jiang, Yangyang Kang, Jun Lin, Kaisong Song, tianqianjin lin, Pengwei Yan, Changlong Sun, 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

Cross-Domain Content Generation with Domain-Specific Small Language Models

Ankit Maloo, Abhinav Garg

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

Comments 15 pages

A Unified Framework to Classify Business Activities into International Standard Industrial Classification through Large Language Models for Circular Economy

Xiang Li, Lan Zhao, Junhao Ren, Yajuan Sun, Chuan Fu Tan, Zhiquan Yeo, Gaoxi 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 6 pages, 2 figures, accepted in 2024 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM 2024)

LLMs4Synthesis: Leveraging Large Language Models for Scientific Synthesis

Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer

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 12 pages, 3 figures, Accepted to JCDL 2024 Research Track

Evaluation of Large Language Models for Summarization Tasks in the Medical Domain: A Narrative Review

Emma Croxford, Yanjun Gao, Nicholas Pellegrino, Karen K. Wong, Graham Wills, Elliot First, Frank J. Liao, Cherodeep Goswami, Brian Patterson, Majid Afshar

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

Harmonising the Clinical Melody: Tuning Large Language Models for Hospital Course Summarisation in Clinical Coding

Bokang Bi, Leibo Liu, Sanja Lujic, Louisa Jorm, Oscar Perez-Concha

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 20 pages, 4 figures

Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models

Derong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu, Tong Xu, Wanyu Wang, Yuyang Ye, Xiangyu Zhao, Enhong Chen, Yefeng Zheng

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 CIKM 2024

XRec: Large Language Models for Explainable Recommendation

Qiyao Ma, Xubin Ren, Chao 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

Comments Accepted to EMNLP 2024 Findings

Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials

Yizhen Zheng, Huan Yee Koh, Maddie Yang, Li Li, Lauren T. May, Geoffrey I. Webb, Shirui Pan, George Church

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

A review on the use of large language models as virtual tutors

Silvia García-Méndez, Francisco de Arriba-Pérez, María del Carmen Somoza-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

Journal ref Science & Education (2024), 1-16

Aligning Large Language Models to a Domain-specific Graph Database for NL2GQL

Yuanyuan Liang, Keren Tan, Tingyu Xie, Wenbiao Tao, Siyuan Wang, Yunshi Lan, Weining Qian

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 13 pages,2 figures

Large Language Models for Automatic Detection of Sensitive Topics

Ruoyu Wen, Stephanie Elena Crowe, Kunal Gupta, Xinyue Li, Mark Billinghurst, Simon Hoermann, Dwain Allan, Alaeddin Nassani, Thammathip Piumsomboon

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 2024 Oz CHI conference

Bridging Domain Knowledge and Process Discovery Using Large Language Models

Ali Norouzifar, Humam Kourani, Marcus Dees, Wil van der Aalst

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 is accepted at the AI4BPM 2024 workshop and to be published in their proceedings

GNN: Graph Neural Network and Large Language Model for Data Discovery

Thomas Hoang

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

Medical MLLM is Vulnerable: Cross-Modality Jailbreak and Mismatched Attacks on Medical Multimodal Large Language Models

Xijie Huang, Xinyuan Wang, Hantao Zhang, Yinghao Zhu, Jiawen Xi, Jingkun An, Hao Wang, Hao Liang, Chengwei Pan

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

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)