语言大模型 / LLM - arXivDaily 专题

2310.02932 2024-05-29 cs.CL cs.AI cs.CY cs.LG 90%

Assessing Large Language Models on Climate Information

Jannis Bulian, Mike S. Schäfer, Afra Amini, Heidi Lam, Massimiliano Ciaramita, Ben Gaiarin, Michelle Chen Hübscher, Christian Buck, Niels G. Mede, Markus Leippold, Nadine Strauß

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

Journal ref Proceedings of the 41st International Conference on Machine Learning (ICML), 2024

2405.14863 2024-05-24 cs.CL cs.AI cs.LG 90%

A Nurse is Blue and Elephant is Rugby: Cross Domain Alignment in Large Language Models Reveal Human-like Patterns

Asaf Yehudai, Taelin Karidi, Gabriel Stanovsky, Ariel Goldstein, Omri Abend

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

Comments CogSci

2405.13007 2024-05-24 cs.CL cs.AI cs.IR cs.LG 90%

News Recommendation with Category Description by a Large Language Model

Yuki Yada, Hayato Yamana

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

Comments 5 pages, 5 figures

2312.10225 2024-05-15 cs.CY 90%

Customizing Large Language Models for Business Context: Framework and Experiments

Wen Wang, Zhenyue Zhao, Tianshu Sun

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

2309.11295 2024-05-03 cs.CL cs.AI cs.LG 90%

CPLLM: Clinical Prediction with Large Language Models

Ofir Ben Shoham, Nadav Rappoport

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

Comments v2

2403.00843 2024-04-29 cs.IR cs.AI cs.CL cs.LG 90%

Large Language Models are Learnable Planners for Long-Term Recommendation

Wentao Shi, Xiangnan He, Yang Zhang, Chongming Gao, Xinyue Li, Jizhi Zhang, Qifan Wang, Fuli Feng

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

Comments 11 pages, 5 figures

2404.08705 2024-04-16 cs.CL cs.AI cs.LG 90%

Introducing L2M3, A Multilingual Medical Large Language Model to Advance Health Equity in Low-Resource Regions

Agasthya Gangavarapu

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

2311.01343 2024-02-23 cs.IR 90%

Collaborative Large Language Model for Recommender Systems

Yaochen Zhu, Liang Wu, Qi Guo, Liangjie Hong, Jundong Li

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

Comments Accepted by WWW2024

2402.03366 2024-02-07 cs.IR cs.AI cs.CL cs.LG 90%

Uncertainty-Aware Explainable Recommendation with Large Language Models

Yicui Peng, Hao Chen, Chingsheng Lin, Guo Huang, Jinrong Hu, Hui Guo, Bin Kong, Shu Hu, Xi Wu, Xin Wang

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

2402.00891 2024-02-05 cs.CR cs.AI cs.CL cs.LG 90%

Large Language Models in Cybersecurity: State-of-the-Art

Farzad Nourmohammadzadeh Motlagh, Mehrdad Hajizadeh, Mehryar Majd, Pejman Najafi, Feng Cheng, Christoph Meinel

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

2401.01262 2024-01-04 cs.CL cs.AI cs.CY cs.LG 90%

Fairness Certification for Natural Language Processing and Large Language Models

Vincent Freiberger, Erik Buchmann

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

Comments In depth discussion of our results can be found in the Appendix B

2207.08143 2023-12-27 cs.CL cs.AI cs.LG 90%

Can large language models reason about medical questions?

Valentin Liévin, Christoffer Egeberg Hother, Andreas Geert Motzfeldt, Ole Winther

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

Comments 37 pages, 23 figures. v1: results using InstructGPT, v2.0: added the Codex experiments, v2.1: added the missing test MedMCQA results for Codex 5-shot CoT and using k=100 samples, v3.0: added results for open source models -- ready for publication (final version)

2312.07069 2023-12-22 cs.CL cs.AI cs.LG 90%

Context Matters: Data-Efficient Augmentation of Large Language Models for Scientific Applications

Xiang Li, Haoran Tang, Siyu Chen, Ziwei Wang, Anurag Maravi, Marcin Abram

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

Comments 11 pages, 6 figures, 4 tables, 3 pages of supplementary material

2303.17564 2023-12-22 cs.LG cs.AI cs.CL q-fin.GN 90%

BloombergGPT: A Large Language Model for Finance

Shijie Wu, Ozan Irsoy, Steven Lu, Vadim Dabravolski, Mark Dredze, Sebastian Gehrmann, Prabhanjan Kambadur, David Rosenberg, Gideon Mann

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

Comments Updated to include Training Chronicles (Appendix C)

2312.03360 2023-12-19 cs.CL cs.AI cs.LG 90%

Teaching Specific Scientific Knowledge into Large Language Models through Additional Training

Kan Hatakeyama-Sato, Yasuhiko Igarashi, Shun Katakami, Yuta Nabae, Teruaki Hayakawa

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

Comments added token information for some texts, and fixed typo

2306.10933 2023-12-05 cs.IR 90%

Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models

Yunjia Xi, Weiwen Liu, Jianghao Lin, Xiaoling Cai, Hong Zhu, Jieming Zhu, Bo Chen, Ruiming Tang, Weinan Zhang, Rui Zhang, Yong Yu

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

2311.15548 2023-11-28 cs.CL cs.AI cs.LG q-fin.ST 90%

Deficiency of Large Language Models in Finance: An Empirical Examination of Hallucination

Haoqiang Kang, Xiao-Yang Liu

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

2307.07870 2023-11-08 cs.CL cs.AI cs.LG 90%

Large Language Models as Superpositions of Cultural Perspectives

Grgur Kovač, Masataka Sawayama, Rémy Portelas, Cédric Colas, Peter Ford Dominey, Pierre-Yves Oudeyer

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

Comments Preprint

2311.01918 2023-11-06 cs.CL cs.AI cs.LG 90%

Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assistant: A Review

Mingze Yuan, Peng Bao, Jiajia Yuan, Yunhao Shen, Zifan Chen, Yi Xie, Jie Zhao, Yang Chen, Li Zhang, Lin Shen, Bin Dong

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

Comments 24 pages, 1 figure, 3 tables

2305.00447 2023-10-18 cs.IR 90%

TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation

Keqin Bao, Jizhi Zhang, Yang Zhang, Wenjie Wang, Fuli Feng, Xiangnan He

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

Comments RecSys '23: Proceedings of the 17th ACM Conference on Recommender Systems; September 2023 Pages; 1007-1014

2310.01783 2023-10-04 cs.LG cs.AI cs.CL cs.HC 90%

Can large language models provide useful feedback on research papers? A large-scale empirical analysis

Weixin Liang, Yuhui Zhang, Hancheng Cao, Binglu Wang, Daisy Ding, Xinyu Yang, Kailas Vodrahalli, Siyu He, Daniel Smith, Yian Yin, Daniel McFarland, James Zou

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

2309.16289 2023-09-29 cs.CL cs.AI cs.LG 90%

LawBench: Benchmarking Legal Knowledge of Large Language Models

Zhiwei Fei, Xiaoyu Shen, Dawei Zhu, Fengzhe Zhou, Zhuo Han, Songyang Zhang, Kai Chen, Zongwen Shen, Jidong Ge

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

2308.14683 2023-08-29 cs.CL cs.AI cs.LG 90%

Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts

Thanh Thi Nguyen, Campbell Wilson, Janis Dalins

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

2308.06921 2023-08-15 cs.CY 90%

CodeHelp: Using Large Language Models with Guardrails for Scalable Support in Programming Classes

Mark Liffiton, Brad Sheese, Jaromir Savelka, Paul Denny

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

2307.00457 2023-07-11 cs.IR cs.AI cs.CL cs.LG 90%

GenRec: Large Language Model for Generative Recommendation

Jianchao Ji, Zelong Li, Shuyuan Xu, Wenyue Hua, Yingqiang Ge, Juntao Tan, Yongfeng Zhang

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

2307.03678 2023-07-10 cs.CL cs.AI cs.LG 90%

Evaluating the Effectiveness of Large Language Models in Representing Textual Descriptions of Geometry and Spatial Relations

Yuhan Ji, Song Gao

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

Journal ref GIScience 2023

2306.05052 2023-06-09 cs.LG cs.AI cs.CL 90%

Interpretable Medical Diagnostics with Structured Data Extraction by Large Language Models

Aleksa Bisercic, Mladen Nikolic, Mihaela van der Schaar, Boris Delibasic, Pietro Lio, Andrija Petrovic

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

2305.02220 2023-06-06 cs.CL cs.AI cs.LG 90%

WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models

John Giorgi, Augustin Toma, Ronald Xie, Sondra S. Chen, Kevin R. An, Grace X. Zheng, Bo Wang

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

Comments Camera-ready submission to ClinicalNLP @ ACL 2023

2304.03022 2023-04-07 cs.IR 90%

TagGPT: Large Language Models are Zero-shot Multimodal Taggers

Chen Li, Yixiao Ge, Jiayong Mao, Dian Li, Ying Shan

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

Comments 13 pages, 6 figures

2404.08850 2024-05-29 cs.AI cs.CE cs.LG 90%

Assessing Economic Viability: A Comparative Analysis of Total Cost of Ownership for Domain-Adapted Large Language Models versus State-of-the-art Counterparts in Chip Design Coding Assistance

Amit Sharma, Teodor-Dumitru Ene, Kishor Kunal, Mingjie Liu, Zafar Hasan, Haoxing Ren

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

Comments Paper accepted in IEEE-ACM conference: 2024 IEEE LLM-Aided Design Workshop (LAD)

1. 领域大模型 12496 篇

Assessing Large Language Models on Climate Information

A Nurse is Blue and Elephant is Rugby: Cross Domain Alignment in Large Language Models Reveal Human-like Patterns

News Recommendation with Category Description by a Large Language Model

Customizing Large Language Models for Business Context: Framework and Experiments

CPLLM: Clinical Prediction with Large Language Models

Large Language Models are Learnable Planners for Long-Term Recommendation

Introducing L2M3, A Multilingual Medical Large Language Model to Advance Health Equity in Low-Resource Regions

Collaborative Large Language Model for Recommender Systems

Uncertainty-Aware Explainable Recommendation with Large Language Models

Large Language Models in Cybersecurity: State-of-the-Art

Fairness Certification for Natural Language Processing and Large Language Models

Can large language models reason about medical questions?

Context Matters: Data-Efficient Augmentation of Large Language Models for Scientific Applications

BloombergGPT: A Large Language Model for Finance

Teaching Specific Scientific Knowledge into Large Language Models through Additional Training

Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models

Deficiency of Large Language Models in Finance: An Empirical Examination of Hallucination

Large Language Models as Superpositions of Cultural Perspectives

Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assistant: A Review

TALLRec: An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation

Can large language models provide useful feedback on research papers? A large-scale empirical analysis

LawBench: Benchmarking Legal Knowledge of Large Language Models

Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts

CodeHelp: Using Large Language Models with Guardrails for Scalable Support in Programming Classes

GenRec: Large Language Model for Generative Recommendation

Evaluating the Effectiveness of Large Language Models in Representing Textual Descriptions of Geometry and Spatial Relations

Interpretable Medical Diagnostics with Structured Data Extraction by Large Language Models

WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models

TagGPT: Large Language Models are Zero-shot Multimodal Taggers

Assessing Economic Viability: A Comparative Analysis of Total Cost of Ownership for Domain-Adapted Large Language Models versus State-of-the-art Counterparts in Chip Design Coding Assistance