语言大模型 / LLM - arXivDaily 专题

2408.06352 2024-08-14 cs.HC cs.AI 89%

Using Large Language Models to Compare Explainable Models for Smart Home Human Activity Recognition

Michele Fiori, Gabriele Civitarese, Claudio Bettini

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Comments Accepted for publication at UbiComp / ISWC 2024's XAIforU workshop

2407.05365 2024-08-13 cs.AI 89%

ElecBench: a Power Dispatch Evaluation Benchmark for Large Language Models

Xiyuan Zhou, Huan Zhao, Yuheng Cheng, Yuji Cao, Gaoqi Liang, Guolong Liu, Wenxuan Liu, Yan Xu, Junhua Zhao

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

2311.01043 2024-08-13 cs.AI 89%

LLM4Drive: A Survey of Large Language Models for Autonomous Driving

Zhenjie Yang, Xiaosong Jia, Hongyang Li, Junchi Yan

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Comments GitHub Repo: https://github.com/Thinklab-SJTU/Awesome-LLM4AD

2305.18279 2024-08-13 cs.CV cs.AI 89%

Contextual Object Detection with Multimodal Large Language Models

Yuhang Zang, Wei Li, Jun Han, Kaiyang Zhou, Chen Change Loy

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Comments IJCV 2024

2405.09373 2024-08-13 cs.CL 89%

PolygloToxicityPrompts: Multilingual Evaluation of Neural Toxic Degeneration in Large Language Models

Devansh Jain, Priyanshu Kumar, Samuel Gehman, Xuhui Zhou, Thomas Hartvigsen, Maarten Sap

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments Accepted to COLM 2024

2312.07913 2024-08-12 cs.CL 89%

A Survey of Text Watermarking in the Era of Large Language Models

Aiwei Liu, Leyi Pan, Yijian Lu, Jingjing Li, Xuming Hu, Xi Zhang, Lijie Wen, Irwin King, Hui Xiong, Philip S. Yu

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments 35 pages, 11 figures, 2 tables

2309.08573 2024-08-12 cs.CL cs.CY 89%

Indian-BhED: A Dataset for Measuring India-Centric Biases in Large Language Models

Khyati Khandelwal, Manuel Tonneau, Andrew M. Bean, Hannah Rose Kirk, Scott A. Hale

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments To be published in GoodIT '24, doi:10.1145/3677525.3678666. 14 pages

2408.04522 2024-08-09 cs.CL 89%

Compromesso! Italian Many-Shot Jailbreaks Undermine the Safety of Large Language Models

Fabio Pernisi, Dirk Hovy, Paul Röttger

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments Accepted at ACL 2024 (Student Research Workshop)

2408.04388 2024-08-09 cs.MM cs.AI cs.IR 89%

MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language Models

Haoxuan Li, Zhengmao Yang, Yunshan Ma, Yi Bin, Yang Yang, Tat-Seng Chua

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

2404.01288 2024-08-09 cs.CL 89%

Large Language Models are Capable of Offering Cognitive Reappraisal, if Guided

Hongli Zhan, Allen Zheng, Yoon Kyung Lee, Jina Suh, Junyi Jessy Li, Desmond C. Ong

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments Accepted to COLM 2024

2311.00217 2024-08-09 cs.AI cs.CY 89%

Can Large Language Models Capture Public Opinion about Global Warming? An Empirical Assessment of Algorithmic Fidelity and Bias

S. Lee, T. Q. Peng, M. H. Goldberg, S. A. Rosenthal, J. E. Kotcher, E. W. Maibach, A. Leiserowitz

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Comments 34 pages, 6 figures, 1 table

Journal ref PLOS Climate, 3(2024), e0000429

2408.03834 2024-08-08 cs.CV cs.AI 89%

Target Prompting for Information Extraction with Vision Language Model

Dipankar Medhi

专题命中评测与基准：language model(title,abstract)；prompting(title,abstract)；large language model(abstract)；分类 cs.AI

Comments 7 pages, 5 figures

2408.02213 2024-08-06 cs.DB cs.AI 89%

Is Large Language Model Good at Database Knob Tuning? A Comprehensive Experimental Evaluation

Yiyan Li, Haoyang Li, Zhao Pu, Jing Zhang, Xinyi Zhang, Tao Ji, Luming Sun, Cuiping Li, Hong Chen

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

2402.12193 2024-08-06 cs.CL 89%

A Chinese Dataset for Evaluating the Safeguards in Large Language Models

Yuxia Wang, Zenan Zhai, Haonan Li, Xudong Han, Lizhi Lin, Zhenxuan Zhang, Jingru Zhao, Preslav Nakov, Timothy Baldwin

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments 14 pages

Journal ref ACL2024-Findings

2404.19509 2024-08-01 cs.CL 89%

Do Large Language Models Understand Conversational Implicature -- A case study with a chinese sitcom

Shisen Yue, Siyuan Song, Xinyuan Cheng, Hai Hu

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments 14 pages, 8 tables and 5 figures

2407.21459 2024-08-01 cs.AI 89%

KemenkeuGPT: Leveraging a Large Language Model on Indonesia's Government Financial Data and Regulations to Enhance Decision Making

Gilang Fajar Febrian, Grazziela Figueredo

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Comments 14 pages, 7 figures, 10 tables

2407.18369 2024-07-29 cs.CY cs.CL 89%

AI Safety in Generative AI Large Language Models: A Survey

Jaymari Chua, Yun Li, Shiyi Yang, Chen Wang, Lina Yao

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

2407.17730 2024-07-26 cs.CL 89%

Are Large Language Models Possible to Conduct Cognitive Behavioral Therapy?

Hao Shen, Zihan Li, Minqiang Yang, Minghui Ni, Yongfeng Tao, Zhengyang Yu, Weihao Zheng, Chen Xu, Bin Hu

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

2407.15346 2024-07-23 cs.CV cs.CL cs.MM 89%

Knowledge Acquisition Disentanglement for Knowledge-based Visual Question Answering with Large Language Models

Wenbin An, Feng Tian, Jiahao Nie, Wenkai Shi, Haonan Lin, Yan Chen, QianYing Wang, Yaqiang Wu, Guang Dai, Ping Chen

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments Pre-print

2407.15248 2024-07-23 cs.CL 89%

XAI meets LLMs: A Survey of the Relation between Explainable AI and Large Language Models

Erik Cambria, Lorenzo Malandri, Fabio Mercorio, Navid Nobani, Andrea Seveso

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

2403.08495 2024-07-23 cs.CL 89%

Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator

Yusheng Liao, Yutong Meng, Yuhao Wang, Hongcheng Liu, Yanfeng Wang, Yu Wang

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments 23 pages, 5 figures

2401.07598 2024-07-23 cs.CL 89%

MAPLE: Multilingual Evaluation of Parameter Efficient Finetuning of Large Language Models

Divyanshu Aggarwal, Ashutosh Sathe, Ishaan Watts, Sunayana Sitaram

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；instruction tuning(abstract)；分类 cs.CL

Comments 46 pages, 23 figures, 45 tables. Accepted in ACL 2024 findings

2407.12024 2024-07-18 cs.HC cs.AI 89%

Leveraging Large Language Models for enhanced personalised user experience in Smart Homes

Jordan Rey-Jouanchicot, André Bottaro, Eric Campo, Jean-Léon Bouraoui, Nadine Vigouroux, Frédéric Vella

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

2407.10873 2024-07-16 cs.NE cs.AI 89%

Understanding the Importance of Evolutionary Search in Automated Heuristic Design with Large Language Models

Rui Zhang, Fei Liu, Xi Lin, Zhenkun Wang, Zhichao Lu, Qingfu Zhang

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Comments Accepted by the 18th International Conference on Parallel Problem Solving From Nature (PPSN 2024)

2407.08940 2024-07-16 cs.CL 89%

Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation

Biqing Qi, Kaiyan Zhang, Kai Tian, Haoxiang Li, Zhang-Ren Chen, Sihang Zeng, Ermo Hua, Hu Jinfang, Bowen Zhou

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments Accepted to COLM 2024. This is an extended version of the paper at arXiv:2311.05965

2401.17043 2024-07-16 cs.CL 89%

CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models

Yuanjie Lyu, Zhiyu Li, Simin Niu, Feiyu Xiong, Bo Tang, Wenjin Wang, Hao Wu, Huanyong Liu, Tong Xu, Enhong Chen

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments 40 Pages

2407.09424 2024-07-15 eess.SP cs.AI 89%

TelecomGPT: A Framework to Build Telecom-Specfic Large Language Models

Hang Zou, Qiyang Zhao, Yu Tian, Lina Bariah, Faouzi Bader, Thierry Lestable, Merouane Debbah

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Comments arXiv admin note: text overlap with arXiv:1303.2654 by other authors

2407.07531 2024-07-11 cs.CL 89%

Beyond Benchmarking: A New Paradigm for Evaluation and Assessment of Large Language Models

Jin Liu, Qingquan Li, Wenlong Du

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

2306.14027 2024-07-11 cs.CR cs.AI 89%

(Security) Assertions by Large Language Models

Rahul Kande, Hammond Pearce, Benjamin Tan, Brendan Dolan-Gavitt, Shailja Thakur, Ramesh Karri, Jeyavijayan Rajendran

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Comments This article has been accepted for publication in IEEE Transactions on Information Forensics and Security. This is the author's version. See https://ieeexplore.ieee.org/document/10458667 for the published version of the paper. Citation information: DOI 10.1109/TIFS.2024.3372809. See https://www.ieee.org/publications/rights/index.html for information on publication rights

Journal ref IEEE Transactions on Information Forensics and Security. 2024 Mar 4

2407.07019 2024-07-10 cs.CL 89%

Using Large Language Models for Generating Smart Contracts for Health Insurance from Textual Policies

Inwon Kang, William Van Woensel, Oshani Seneviratne

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

1. 评测与基准 32207 篇

Using Large Language Models to Compare Explainable Models for Smart Home Human Activity Recognition

ElecBench: a Power Dispatch Evaluation Benchmark for Large Language Models

LLM4Drive: A Survey of Large Language Models for Autonomous Driving

Contextual Object Detection with Multimodal Large Language Models

PolygloToxicityPrompts: Multilingual Evaluation of Neural Toxic Degeneration in Large Language Models

A Survey of Text Watermarking in the Era of Large Language Models

Indian-BhED: A Dataset for Measuring India-Centric Biases in Large Language Models

Compromesso! Italian Many-Shot Jailbreaks Undermine the Safety of Large Language Models

MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language Models

Large Language Models are Capable of Offering Cognitive Reappraisal, if Guided

Can Large Language Models Capture Public Opinion about Global Warming? An Empirical Assessment of Algorithmic Fidelity and Bias

Target Prompting for Information Extraction with Vision Language Model

Is Large Language Model Good at Database Knob Tuning? A Comprehensive Experimental Evaluation

A Chinese Dataset for Evaluating the Safeguards in Large Language Models

Do Large Language Models Understand Conversational Implicature -- A case study with a chinese sitcom

KemenkeuGPT: Leveraging a Large Language Model on Indonesia's Government Financial Data and Regulations to Enhance Decision Making

AI Safety in Generative AI Large Language Models: A Survey

Are Large Language Models Possible to Conduct Cognitive Behavioral Therapy?

Knowledge Acquisition Disentanglement for Knowledge-based Visual Question Answering with Large Language Models

XAI meets LLMs: A Survey of the Relation between Explainable AI and Large Language Models

Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator

MAPLE: Multilingual Evaluation of Parameter Efficient Finetuning of Large Language Models

Leveraging Large Language Models for enhanced personalised user experience in Smart Homes

Understanding the Importance of Evolutionary Search in Automated Heuristic Design with Large Language Models

Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation

CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models

TelecomGPT: A Framework to Build Telecom-Specfic Large Language Models

Beyond Benchmarking: A New Paradigm for Evaluation and Assessment of Large Language Models

(Security) Assertions by Large Language Models

Using Large Language Models for Generating Smart Contracts for Health Insurance from Textual Policies