语言大模型 / LLM - arXivDaily 专题

2403.10822 2024-06-10 cs.CL 88%

Can Large Language Models abstract Medical Coded Language?

Simon A. Lee, Timothy Lindsey

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

2406.02079 2024-06-05 cs.CL 88%

Assessing the Performance of Chinese Open Source Large Language Models in Information Extraction Tasks

Yida Cai, Hao Sun, Hsiu-Yuan Huang, Yunfang Wu

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

2405.17658 2024-05-29 cs.IR cs.CL 88%

Generative Query Reformulation Using Ensemble Prompting, Document Fusion, and Relevance Feedback

Kaustubh D. Dhole, Ramraj Chandradevan, Eugene Agichtein

专题命中领域大模型：prompting(title,abstract)；LLM(abstract,comments)；large language model(abstract)；language model(abstract)

Comments Extended Work of GenQREnsemble: Zero-Shot LLM Ensemble Prompting for Generative Query Reformulation, Dhole and Agichtein, ECIR 2024. arXiv admin note: text overlap with arXiv:2404.03746

2405.11162 2024-05-21 cs.CL 88%

LG AI Research & KAIST at EHRSQL 2024: Self-Training Large Language Models with Pseudo-Labeled Unanswerable Questions for a Reliable Text-to-SQL System on EHRs

Yongrae Jo, Seongyun Lee, Minju Seo, Sung Ju Hwang, Moontae Lee

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

Comments NAACL 2024 Clinical NLP Workshop

2309.04658 2024-05-14 cs.CL 88%

Exploring Large Language Models for Communication Games: An Empirical Study on Werewolf

Yuzhuang Xu, Shuo Wang, Peng Li, Fuwen Luo, Xiaolong Wang, Weidong Liu, Yang Liu

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

Comments 23 pages, 5 figures and 4 tables

2405.05060 2024-05-09 cs.CL 88%

Conversational Topic Recommendation in Counseling and Psychotherapy with Decision Transformer and Large Language Models

Aylin Gunal, Baihan Lin, Djallel Bouneffouf

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

Comments 5 pages excluding references, 3 figures; accepted at Clinical NLP Workshop @ NAACL 2024

2404.19713 2024-05-07 cs.CL 88%

Automated Generation of High-Quality Medical Simulation Scenarios Through Integration of Semi-Structured Data and Large Language Models

Scott Sumpter

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

Comments 22 pages but 12 are appendices which are examples of the main text. 3 figures, 4 tables

2403.13547 2024-05-01 cs.LG cs.SY eess.SY 88%

Enhancing Traffic Incident Management with Large Language Models: A Hybrid Machine Learning Approach for Severity Classification

Artur Grigorev, Khaled Saleh, Yuming Ou, Adriana-Simona Mihaita

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

2404.17522 2024-04-29 cs.SE cs.AI 88%

Enhancing Legal Compliance and Regulation Analysis with Large Language Models

Shabnam Hassani

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

Comments to be published in 32nd IEEE International Requirements Engineering 2024 Conference (RE'24) - Doctoral Symposium. arXiv admin note: text overlap with arXiv:2404.14356

2404.05587 2024-04-23 cs.CL 88%

Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models

Wolfgang Otto, Sharmila Upadhyaya, Stefan Dietze

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

Comments Accepted at: 1st Workshop on Natural Scientific Language Processing and Research Knowledge Graphs (NSLP 2024) Co-located with Extended Semantic Web Conference (ESWC 2024)

2403.16427 2024-04-22 cs.AI 88%

Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation

Ziyan Wang, Yingpeng Du, Zhu Sun, Haoyan Chua, Kaidong Feng, Wenya Wang, Jie Zhang

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

Comments 11 pages, 4 figures

2404.09027 2024-04-16 cs.CL 88%

MING-MOE: Enhancing Medical Multi-Task Learning in Large Language Models with Sparse Mixture of Low-Rank Adapter Experts

Yusheng Liao, Shuyang Jiang, Yu Wang, Yanfeng Wang

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

Comments 15 pages, 3 figures

2309.07430 2024-04-15 cs.CL 88%

Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization

Dave Van Veen, Cara Van Uden, Louis Blankemeier, Jean-Benoit Delbrouck, Asad Aali, Christian Bluethgen, Anuj Pareek, Malgorzata Polacin, Eduardo Pontes Reis, Anna Seehofnerova, Nidhi Rohatgi, Poonam Hosamani, William Collins, Neera Ahuja, Curtis P. Langlotz, Jason Hom, Sergios Gatidis, John Pauly, Akshay S. Chaudhari

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

Comments 27 pages, 19 figures

Journal ref Nature Medicine, 2024

2309.08173 2024-04-11 cs.CL 88%

FedJudge: Federated Legal Large Language Model

Linan Yue, Qi Liu, Yichao Du, Weibo Gao, Ye Liu, Fangzhou Yao

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

Comments Accepted to DASFAA 2024

2311.17213 2024-04-10 cs.CL eess.IV 88%

General-Purpose vs. Domain-Adapted Large Language Models for Extraction of Structured Data from Chest Radiology Reports

Ali H. Dhanaliwala, Rikhiya Ghosh, Sanjeev Kumar Karn, Poikavila Ullaskrishnan, Oladimeji Farri, Dorin Comaniciu, Charles E. Kahn

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

2308.05361 2024-04-09 cs.CL 88%

WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine

Siqiao Xue, Fan Zhou, Yi Xu, Ming Jin, Qingsong Wen, Hongyan Hao, Qingyang Dai, Caigao Jiang, Hongyu Zhao, Shuo Xie, Jianshan He, James Zhang, Hongyuan Mei

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

Comments revise abstract

2404.00990 2024-04-02 cs.CL 88%

Exploring the Nexus of Large Language Models and Legal Systems: A Short Survey

Weicong Qin, Zhongxiang Sun

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

2403.17819 2024-03-27 cs.NI cs.AI 88%

Accelerating Radio Spectrum Regulation Workflows with Large Language Models (LLMs)

Amir Ghasemi, Paul Guinand

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

2403.13721 2024-03-21 cs.NI cs.AI 88%

Large Language Models meet Network Slicing Management and Orchestration

Abdulhalim Dandoush, Viswanath Kumarskandpriya, Mueen Uddin, Usman Khalil

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

2403.13553 2024-03-21 cs.HC cs.AI 88%

VCounselor: A Psychological Intervention Chat Agent Based on a Knowledge-Enhanced Large Language Model

H. Zhang, Z. Qiao, H. Wang, B. Duan, J. Yin

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

Comments 24 pages, 6 figures

2403.12393 2024-03-20 cs.CL 88%

Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering

Yuan Gao, Yiheng Zhu, Yuanbin Cao, Yinzhi Zhou, Zhen Wu, Yujie Chen, Shenglan Wu, Haoyuan Hu, Xinyu Dai

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

Comments LREC-COLING 2024, Long Paper

2403.10774 2024-03-19 cs.CL 88%

Detecting Bias in Large Language Models: Fine-tuned KcBERT

J. K. Lee, T. M. Chung

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

Comments 14 pages, 5 figures

2403.09163 2024-03-15 cs.CL cs.CY 88%

Caveat Lector: Large Language Models in Legal Practice

Eliza Mik

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

Comments Vol 19 Rutgers Bus L R 2 2024 (forthcoming)

2403.06465 2024-03-12 cs.IR cs.AI 88%

RecAI: Leveraging Large Language Models for Next-Generation Recommender Systems

Jianxun Lian, Yuxuan Lei, Xu Huang, Jing Yao, Wei Xu, Xing Xie

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

Comments 4 pages. Webconf 2024 demo track

2403.05075 2024-03-11 cs.LG q-bio.BM 88%

Benchmarking Large Language Models for Molecule Prediction Tasks

Zhiqiang Zhong, Kuangyu Zhou, Davide Mottin

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

2311.07619 2024-03-08 cs.IR cs.AI 88%

Modeling User Viewing Flow Using Large Language Models for Article Recommendation

Zhenghao Liu, Zulong Chen, Moufeng Zhang, Shaoyang Duan, Hong Wen, Liangyue Li, Nan Li, Yu Gu, Ge Yu

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

Comments Accepted by WebConf 2024

2403.01481 2024-03-05 cs.CL 88%

Infusing Knowledge into Large Language Models with Contextual Prompts

Kinshuk Vasisht, Balaji Ganesan, Vikas Kumar, Vasudha Bhatnagar

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

Comments 5 pages, 1 figure, In Proceedings of ICON 2023

2402.16810 2024-02-27 cs.CL 88%

OncoGPT: A Medical Conversational Model Tailored with Oncology Domain Expertise on a Large Language Model Meta-AI (LLaMA)

Fujian Jia, Xin Liu, Lixi Deng, Jiwen Gu, Chunchao Pu, Tunan Bai, Mengjiang Huang, Yuanzhi Lu, Kang Liu

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

2402.14293 2024-02-23 cs.CL 88%

Leveraging Large Language Models for Concept Graph Recovery and Question Answering 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

2401.06774 2024-02-23 cs.CL 88%

Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data

Rumeng Li, Xun Wang, Hong Yu

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

Comments Appear in EMNLP2023 Findings

1. 领域大模型 12659 篇

Can Large Language Models abstract Medical Coded Language?

Assessing the Performance of Chinese Open Source Large Language Models in Information Extraction Tasks

Generative Query Reformulation Using Ensemble Prompting, Document Fusion, and Relevance Feedback

LG AI Research & KAIST at EHRSQL 2024: Self-Training Large Language Models with Pseudo-Labeled Unanswerable Questions for a Reliable Text-to-SQL System on EHRs

Exploring Large Language Models for Communication Games: An Empirical Study on Werewolf

Conversational Topic Recommendation in Counseling and Psychotherapy with Decision Transformer and Large Language Models

Automated Generation of High-Quality Medical Simulation Scenarios Through Integration of Semi-Structured Data and Large Language Models

Enhancing Traffic Incident Management with Large Language Models: A Hybrid Machine Learning Approach for Severity Classification

Enhancing Legal Compliance and Regulation Analysis with Large Language Models

Enhancing Software-Related Information Extraction via Single-Choice Question Answering with Large Language Models

Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation

MING-MOE: Enhancing Medical Multi-Task Learning in Large Language Models with Sparse Mixture of Low-Rank Adapter Experts

Adapted Large Language Models Can Outperform Medical Experts in Clinical Text Summarization

FedJudge: Federated Legal Large Language Model

General-Purpose vs. Domain-Adapted Large Language Models for Extraction of Structured Data from Chest Radiology Reports

WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine

Exploring the Nexus of Large Language Models and Legal Systems: A Short Survey

Accelerating Radio Spectrum Regulation Workflows with Large Language Models (LLMs)

Large Language Models meet Network Slicing Management and Orchestration

VCounselor: A Psychological Intervention Chat Agent Based on a Knowledge-Enhanced Large Language Model

Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering

Detecting Bias in Large Language Models: Fine-tuned KcBERT

Caveat Lector: Large Language Models in Legal Practice

RecAI: Leveraging Large Language Models for Next-Generation Recommender Systems

Benchmarking Large Language Models for Molecule Prediction Tasks

Modeling User Viewing Flow Using Large Language Models for Article Recommendation

Infusing Knowledge into Large Language Models with Contextual Prompts

OncoGPT: A Medical Conversational Model Tailored with Oncology Domain Expertise on a Large Language Model Meta-AI (LLaMA)

Leveraging Large Language Models for Concept Graph Recovery and Question Answering in NLP Education

Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data