语言大模型 / LLM - arXivDaily 专题

2408.17431 2024-09-02 eess.AS cs.AI 89%

Advancing Multi-talker ASR Performance with Large Language Models

Mohan Shi, Zengrui Jin, Yaoxun Xu, Yong Xu, Shi-Xiong Zhang, Kun Wei, Yiwen Shao, Chunlei Zhang, Dong Yu

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 8 pages, accepted by IEEE SLT 2024

2408.16740 2024-08-30 cs.CL 89%

Theoretical and Methodological Framework for Studying Texts Produced by Large Language Models

Jiří Milička

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

2405.05418 2024-08-30 cs.CL 89%

Mitigating Exaggerated Safety in Large Language Models

Ruchira Ray, Ruchi Bhalani

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

Comments 17 pages, 8 figures, 2 tables

2309.11911 2024-08-30 cs.CL 89%

InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language Models

Shanglin Lei, Guanting Dong, Xiaoping Wang, Keheng Wang, Runqi Qiao, Sirui 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

2408.14834 2024-08-28 cs.SE cs.AI 89%

Strategic Optimization and Challenges of Large Language Models in Object-Oriented Programming

Zinan Wang

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 10 pages

2406.05885 2024-08-28 cs.CL 89%

Are Large Language Models Actually Good at Text Style Transfer?

Sourabrata Mukherjee, Atul Kr. Ojha, Ondřej Dušek

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

2406.07595 2024-08-22 cs.CR cs.AI cs.SE 89%

VulDetectBench: Evaluating the Deep Capability of Vulnerability Detection with Large Language Models

Yu Liu, Lang Gao, Mingxin Yang, Yu Xie, Ping Chen, Xiaojin Zhang, Wei 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

2408.11043 2024-08-21 cs.CY cs.AI 89%

Reconciling Methodological Paradigms: Employing Large Language Models as Novice Qualitative Research Assistants in Talent Management Research

Sreyoshi Bhaduri, Satya Kapoor, Alex Gil, Anshul Mittal, Rutu Mulkar

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 to KDD '24 workshop on Talent Management and Computing (TMC 2024). 9 pages

2408.10357 2024-08-21 cs.CL cs.IR 89%

Beyond Relevant Documents: A Knowledge-Intensive Approach for Query-Focused Summarization using Large Language Models

Weijia Zhang, Jia-Hong Huang, Svitlana Vakulenko, Yumo Xu, Thilina Rajapakse, Evangelos Kanoulas

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 by the 27th International Conference on Pattern Recognition (ICPR 2024)

2406.08068 2024-08-19 cs.CL 89%

Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey

Hao Yang, Yanyan Zhao, Yang Wu, Shilong Wang, Tian Zheng, Hongbo Zhang, Zongyang Ma, Wanxiang Che, Bing Qin

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 arXiv admin note: text overlap with arXiv:2210.14556 by other authors

2408.07884 2024-08-16 cs.CL 89%

Instruct Large Language Models to Generate Scientific Literature Survey Step by Step

Yuxuan Lai, Yupeng Wu, Yidan Wang, Wenpeng Hu, Chen Zheng

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 NLPCC 2024

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

1. 评测与基准 32006 篇

Advancing Multi-talker ASR Performance with Large Language Models

Theoretical and Methodological Framework for Studying Texts Produced by Large Language Models

Mitigating Exaggerated Safety in Large Language Models

InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language Models

Strategic Optimization and Challenges of Large Language Models in Object-Oriented Programming

Are Large Language Models Actually Good at Text Style Transfer?

VulDetectBench: Evaluating the Deep Capability of Vulnerability Detection with Large Language Models

Reconciling Methodological Paradigms: Employing Large Language Models as Novice Qualitative Research Assistants in Talent Management Research

Beyond Relevant Documents: A Knowledge-Intensive Approach for Query-Focused Summarization using Large Language Models

Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey

Instruct Large Language Models to Generate Scientific Literature Survey Step by Step

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