语言大模型 / LLM - arXivDaily 专题

2407.12858 2024-07-19 cs.CL cs.AI cs.CV cs.LG 89%

Grounding and Evaluation for Large Language Models: Practical Challenges and Lessons Learned (Survey)

Krishnaram Kenthapadi, Mehrnoosh Sameki, Ankur Taly

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

Comments Survey Article for the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2024) Tutorial

Journal ref Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2024)

2407.10227 2024-07-16 cs.SE 89%

KAT: Dependency-aware Automated API Testing with Large Language Models

Tri Le, Thien Tran, Duy Cao, Vy Le, Tien Nguyen, Vu Nguyen

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

Comments ICST 2024

2406.18125 2024-07-16 cs.CL cs.AI cs.CY cs.LG 89%

ResumeAtlas: Revisiting Resume Classification with Large-Scale Datasets and Large Language Models

Ahmed Heakl, Youssef Mohamed, Noran Mohamed, Aly Elsharkawy, Ahmed Zaky

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

Comments 8 pages, 6 figures, 1 table, 6th International Conference on AI in Computational Linguistics

2309.00770 2024-07-16 cs.CL cs.AI cs.CY cs.LG 89%

Bias and Fairness in Large Language Models: A Survey

Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md Mehrab Tanjim, Sungchul Kim, Franck Dernoncourt, Tong Yu, Ruiyi Zhang, Nesreen K. Ahmed

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

Comments Accepted at Computational Linguistics, Volume 50, Number 3

2407.08532 2024-07-12 cs.CR cs.SE 89%

Tactics, Techniques, and Procedures (TTPs) in Interpreted Malware: A Zero-Shot Generation with Large Language Models

Ying Zhang, Xiaoyan Zhou, Hui Wen, Wenjia Niu, Jiqiang Liu, Haining Wang, Qiang Li

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

Comments 19 pages, 11 figures

2403.10854 2024-07-12 cs.CV 89%

A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment

Tianhe Wu, Kede Ma, Jie Liang, Yujiu Yang, Lei Zhang

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

2406.16442 2024-07-02 cs.CV 89%

EmoLLM: Multimodal Emotional Understanding Meets Large Language Models

Qu Yang, Mang Ye, Bo Du

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；foundation model(abstract)

Comments 9 pages

2402.15422 2024-06-26 cs.CL cs.AI cs.LG 89%

A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models

Stefan Hegselmann, Shannon Zejiang Shen, Florian Gierse, Monica Agrawal, David Sontag, Xiaoyi Jiang

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

2406.15704 2024-06-25 cs.CV 89%

video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models

Guangzhi Sun, Wenyi Yu, Changli Tang, Xianzhao Chen, Tian Tan, Wei Li, Lu Lu, Zejun Ma, Yuxuan Wang, Chao Zhang

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

Comments Accepted at ICML 2024. arXiv admin note: substantial text overlap with arXiv:2310.05863

2406.11213 2024-06-25 cs.SE 89%

A Survey of AIOps for Failure Management in the Era of Large Language Models

Lingzhe Zhang, Tong Jia, Mengxi Jia, Yifan Wu, Aiwei Liu, Yong Yang, Zhonghai Wu, Xuming Hu, Philip S. Yu, Ying Li

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

Comments 35 pages

2403.00794 2024-06-24 cs.CL cs.AI cs.LG 89%

Getting Serious about Humor: Crafting Humor Datasets with Unfunny Large Language Models

Zachary Horvitz, Jingru Chen, Rahul Aditya, Harshvardhan Srivastava, Robert West, Zhou Yu, Kathleen McKeown

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

2311.17600 2024-06-21 cs.CV 89%

MM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models

Xin Liu, Yichen Zhu, Jindong Gu, Yunshi Lan, Chao Yang, Yu Qiao

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

2406.13232 2024-06-21 cs.CL cs.AI cs.IR cs.LG 89%

Towards Robust Evaluation: A Comprehensive Taxonomy of Datasets and Metrics for Open Domain Question Answering in the Era of Large Language Models

Akchay Srivastava, Atif Memon

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

Comments 22 pages, 13 tables, 7 figures

2406.12224 2024-06-19 cs.RO 89%

Leveraging Large Language Model for Heterogeneous Ad Hoc Teamwork Collaboration

Xinzhu Liu, Peiyan Li, Wenju Yang, Di Guo, Huaping Liu

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

Comments 20 pages

2406.09799 2024-06-17 cs.CY 89%

GeoSEE: Regional Socio-Economic Estimation With a Large Language Model

Sungwon Han, Donghyun Ahn, Seungeon Lee, Minhyuk Song, Sungwon Park, Sangyoon Park, Jihee Kim, Meeyoung Cha

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

2406.07914 2024-06-17 cs.SD eess.AS 89%

Can Large Language Models Understand Spatial Audio?

Changli Tang, Wenyi Yu, Guangzhi Sun, Xianzhao Chen, Tian Tan, Wei Li, Jun Zhang, Lu Lu, Zejun Ma, Yuxuan Wang, Chao Zhang

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

Comments Accepted at Interspeech 2024

2406.01133 2024-06-17 cs.PF 89%

Impact of Generative AI (Large Language Models) on the PRA model construction and maintenance, observations

Valentin Rychkov, Claudia Picoco, Emilie Caleca

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

2402.14860 2024-06-11 cs.CL cs.AI cs.LG 89%

Ranking Large Language Models without Ground Truth

Amit Dhurandhar, Rahul Nair, Moninder Singh, Elizabeth Daly, Karthikeyan Natesan Ramamurthy

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

Comments Accepted to ACL 2024

2402.14865 2024-06-10 cs.CL cs.AI cs.LG 89%

Dynamic Evaluation of Large Language Models by Meta Probing Agents

Kaijie Zhu, Jindong Wang, Qinlin Zhao, Ruochen Xu, Xing Xie

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

Comments International Conference on Machine Learning (ICML) 2024

2403.18969 2024-05-29 cs.CL cs.AI cs.IT cs.LG math.IT 89%

A Survey on Large Language Models from Concept to Implementation

Chen Wang, Jin Zhao, Jiaqi Gong

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

Comments Section 3 lacks to clarity and accuracy in defining the applications and capabilities of LLMs. More rework needs to be done on illustrate how LLMs being used in cross-domains

2312.10897 2024-05-28 cs.CL cs.AI cs.LG 89%

Generalized Category Discovery with Large Language Models in the Loop

Wenbin An, Wenkai Shi, Feng Tian, Haonan Lin, QianYing Wang, Yaqiang Wu, Mingxiang Cai, Luyan Wang, Yan Chen, Haiping Zhu, Ping Chen

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

Comments Accepted by ACL 2024 Findings, code and data are available at https://github.com/Lackel/LOOP

2405.13052 2024-05-24 cs.HC cs.AI cs.CL cs.CY cs.LG 89%

Large Language Models Can Infer Personality from Free-Form User Interactions

Heinrich Peters, Moran Cerf, Sandra C. Matz

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

2404.02491 2024-05-24 cs.CL cs.AI cs.LG 89%

Measuring Social Norms of Large Language Models

Ye Yuan, Kexin Tang, Jianhao Shen, Ming Zhang, Chenguang Wang

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

2308.16458 2024-05-22 cs.LG cs.AI cs.CL 89%

BioCoder: A Benchmark for Bioinformatics Code Generation with Large Language Models

Xiangru Tang, Bill Qian, Rick Gao, Jiakang Chen, Xinyun Chen, Mark Gerstein

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

2405.11971 2024-05-21 cs.CV 89%

Data Augmentation for Text-based Person Retrieval Using Large Language Models

Zheng Li, Lijia Si, Caili Guo, Yang Yang, Qiushi Cao

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

2309.10621 2024-05-20 cs.IR cs.AI cs.CL cs.LG 89%

Large language models can accurately predict searcher preferences

Paul Thomas, Seth Spielman, Nick Craswell, Bhaskar Mitra

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

2405.06725 2024-05-16 q-bio.NC cs.AI cs.CL cs.LG 89%

On the Shape of Brainscores for Large Language Models (LLMs)

Jingkai Li

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

Comments Published as a workshop paper at ICLR AGI Workshop 2024

2401.15595 2024-05-15 cs.HC cs.CY 89%

Comuniqa : Exploring Large Language Models for improving speaking skills

Manas Mhasakar, Shikhar Sharma, Apurv Mehra, Utkarsh Venaik, Ujjwal Singhal, Dhruv Kumar, Kashish Mittal

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

Comments Accepted at 7th ACM SIGCAS/SIGCHI Conference of Computing and Sustainable Societies : ACM COMPASS 2024

2404.11595 2024-05-13 cs.SE 89%

A Deep Dive into Large Language Models for Automated Bug Localization and Repair

Soneya Binta Hossain, Nan Jiang, Qiang Zhou, Xiaopeng Li, Wen-Hao Chiang, Yingjun Lyu, Hoan Nguyen, Omer Tripp

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

2405.05438 2024-05-10 cs.IR 89%

Information Extraction from Historical Well Records Using A Large Language Model

Zhiwei Ma, Javier E. Santo, Greg Lackey, Hari Viswanathan, Daniel O'Malley

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

1. 评测与基准 32096 篇

Grounding and Evaluation for Large Language Models: Practical Challenges and Lessons Learned (Survey)

KAT: Dependency-aware Automated API Testing with Large Language Models

ResumeAtlas: Revisiting Resume Classification with Large-Scale Datasets and Large Language Models

Bias and Fairness in Large Language Models: A Survey

Tactics, Techniques, and Procedures (TTPs) in Interpreted Malware: A Zero-Shot Generation with Large Language Models

A Comprehensive Study of Multimodal Large Language Models for Image Quality Assessment

EmoLLM: Multimodal Emotional Understanding Meets Large Language Models

A Data-Centric Approach To Generate Faithful and High Quality Patient Summaries with Large Language Models

video-SALMONN: Speech-Enhanced Audio-Visual Large Language Models

A Survey of AIOps for Failure Management in the Era of Large Language Models

Getting Serious about Humor: Crafting Humor Datasets with Unfunny Large Language Models

MM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models

Towards Robust Evaluation: A Comprehensive Taxonomy of Datasets and Metrics for Open Domain Question Answering in the Era of Large Language Models

Leveraging Large Language Model for Heterogeneous Ad Hoc Teamwork Collaboration

GeoSEE: Regional Socio-Economic Estimation With a Large Language Model

Can Large Language Models Understand Spatial Audio?

Impact of Generative AI (Large Language Models) on the PRA model construction and maintenance, observations

Ranking Large Language Models without Ground Truth

Dynamic Evaluation of Large Language Models by Meta Probing Agents

A Survey on Large Language Models from Concept to Implementation

Generalized Category Discovery with Large Language Models in the Loop

Large Language Models Can Infer Personality from Free-Form User Interactions

Measuring Social Norms of Large Language Models

BioCoder: A Benchmark for Bioinformatics Code Generation with Large Language Models

Data Augmentation for Text-based Person Retrieval Using Large Language Models

Large language models can accurately predict searcher preferences

On the Shape of Brainscores for Large Language Models (LLMs)

Comuniqa : Exploring Large Language Models for improving speaking skills

A Deep Dive into Large Language Models for Automated Bug Localization and Repair

Information Extraction from Historical Well Records Using A Large Language Model