语言大模型 / LLM - arXivDaily 专题

2403.01586 2024-03-05 cs.CR cs.NI 88%

IoT Device Labeling Using Large Language Models

Bar Meyuhas, Anat Bremler-Barr, Tal Shapira

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

2403.00448 2024-03-04 cs.SE 88%

When Large Language Models Confront Repository-Level Automatic Program Repair: How Well They Done?

Yuxiao Chen, Jingzheng Wu, Xiang Ling, Changjiang Li, Zhiqing Rui, Tianyue Luo, Yanjun Wu

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

Comments Accepted by ICSE 2024 Industry Challenge Track

2402.19106 2024-03-01 eess.AS cs.IR cs.SD 88%

A SOUND APPROACH: Using Large Language Models to generate audio descriptions for egocentric text-audio retrieval

Andreea-Maria Oncescu, João F. Henriques, Andrew Zisserman, Samuel Albanie, A. Sophia Koepke

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

Comments 9 pages, 2 figures, 9 tables, Accepted at ICASSP 2024

2402.14767 2024-02-23 cs.CV 88%

DualFocus: Integrating Macro and Micro Perspectives in Multi-modal Large Language Models

Yuhang Cao, Pan Zhang, Xiaoyi Dong, Dahua Lin, Jiaqi Wang

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

2308.03784 2024-02-16 cs.SE 88%

Improving Requirements Completeness: Automated Assistance through Large Language Models

Dipeeka Luitel, Shabnam Hassani, Mehrdad Sabetzadeh

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

Comments This article has been accepted at the Requirements Engineering Journal (REJ), REFSQ'23 Special Issue. arXiv admin note: text overlap with arXiv:2302.04792

2402.03147 2024-02-06 cs.CR 88%

Detecting Scams Using Large Language Models

Liming Jiang

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

2306.06347 2024-02-06 cs.SE 88%

DocChecker: Bootstrapping Code Large Language Model for Detecting and Resolving Code-Comment Inconsistencies

Anh T. V. Dau, Jin L. C. Guo, Nghi D. Q. Bui

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

Journal ref EACL 2024 - Demonstration track

2401.13266 2024-01-25 cs.AR 88%

SpecLLM: Exploring Generation and Review of VLSI Design Specification with Large Language Model

Mengming Li, Wenji Fang, Qijun Zhang, Zhiyao Xie

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

2304.07366 2024-01-23 cs.HC 88%

CollabCoder: A Lower-barrier, Rigorous Workflow for Inductive Collaborative Qualitative Analysis with Large Language Models

Jie Gao, Yuchen Guo, Gionnieve Lim, Tianqin Zhang, Zheng Zhang, Toby Jia-Jun Li, Simon Tangi Perrault

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

Comments Will be published at the ACM CHI Conference on Human Factors in Computing Systems (CHI'24)

2311.10388 2024-01-17 cs.SE 88%

Automatic Smart Contract Comment Generation via Large Language Models and In-Context Learning

Junjie Zhao, Xiang Chen, Guang Yang, Yiheng Shen

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

2311.10372 2024-01-09 cs.SE 88%

A Survey of Large Language Models for Code: Evolution, Benchmarking, and Future Trends

Zibin Zheng, Kaiwen Ning, Yanlin Wang, Jingwen Zhang, Dewu Zheng, Mingxi Ye, Jiachi Chen

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

2401.01735 2024-01-04 cs.GT 88%

Economics Arena for Large Language Models

Shangmin Guo, Haoran Bu, Haochuan Wang, Yi Ren, Dianbo Sui, Yuming Shang, Siting Lu

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

2312.06739 2023-12-13 cs.CV 88%

SmartEdit: Exploring Complex Instruction-based Image Editing with Multimodal Large Language Models

Yuzhou Huang, Liangbin Xie, Xintao Wang, Ziyang Yuan, Xiaodong Cun, Yixiao Ge, Jiantao Zhou, Chao Dong, Rui Huang, Ruimao Zhang, Ying Shan

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

Comments Project page: https://yuzhou914.github.io/SmartEdit/

2311.11567 2023-12-06 cs.CV 88%

InfiMM-Eval: Complex Open-Ended Reasoning Evaluation For Multi-Modal Large Language Models

Xiaotian Han, Quanzeng You, Yongfei Liu, Wentao Chen, Huangjie Zheng, Khalil Mrini, Xudong Lin, Yiqi Wang, Bohan Zhai, Jianbo Yuan, Heng Wang, Hongxia Yang

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

2311.17092 2023-11-30 cs.CV 88%

SEED-Bench-2: Benchmarking Multimodal Large Language Models

Bohao Li, Yuying Ge, Yixiao Ge, Guangzhi Wang, Rui Wang, Ruimao Zhang, Ying Shan

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

Comments Project released at: https://github.com/AILab-CVC/SEED-Bench. arXiv admin note: text overlap with arXiv:2307.16125

2311.11865 2023-11-21 cs.CV 88%

VLM-Eval: A General Evaluation on Video Large Language Models

Shuailin Li, Yuang Zhang, Yucheng Zhao, Qiuyue Wang, Fan Jia, Yingfei Liu, Tiancai Wang

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

2311.07792 2023-11-15 cs.CY 88%

Western, Religious or Spiritual: An Evaluation of Moral Justification in Large Language Models

Eyup Engin Kucuk, Muhammed Yusuf Kocyigit

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

Comments 16 pages total, 8 pages main paper

2305.15778 2023-11-14 cs.SE 88%

Automatic Root Cause Analysis via Large Language Models for Cloud Incidents

Yinfang Chen, Huaibing Xie, Minghua Ma, Yu Kang, Xin Gao, Liu Shi, Yunjie Cao, Xuedong Gao, Hao Fan, Ming Wen, Jun Zeng, Supriyo Ghosh, Xuchao Zhang, Chaoyun Zhang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Tianyin Xu

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

2311.02692 2023-11-07 cs.CV 88%

ChEF: A Comprehensive Evaluation Framework for Standardized Assessment of Multimodal Large Language Models

Zhelun Shi, Zhipin Wang, Hongxing Fan, Zhenfei Yin, Lu Sheng, Yu Qiao, Jing Shao

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

Comments 39 pages, 26 figures

2310.08669 2023-11-07 cs.CV cs.RO 88%

Multimodal Large Language Model for Visual Navigation

Yao-Hung Hubert Tsai, Vansh Dhar, Jialu Li, Bowen Zhang, Jian Zhang

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

2310.17888 2023-10-30 cs.CY 88%

Large Language Models as Subpopulation Representative Models: A Review

Gabriel Simmons, Christopher Hare

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

2306.16017 2023-10-10 cs.HC 88%

Toward Pioneering Sensors and Features Using Large Language Models in Human Activity Recognition

Haru Kaneko, Sozo Inoue

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

Comments 5 pages

2308.15276 2023-10-03 cs.SE 88%

Large Language Models in Fault Localisation

Yonghao Wu, Zheng Li, Jie M. Zhang, Mike Papadakis, Mark Harman, Yong Liu

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

2308.14367 2023-09-07 cs.CR 88%

A Comprehensive Overview of Backdoor Attacks in Large Language Models within Communication Networks

Haomiao Yang, Kunlan Xiang, Mengyu Ge, Hongwei Li, Rongxing Lu, Shui Yu

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

2308.08031 2023-08-17 q-fin.ST q-fin.CP stat.AP 88%

Company Similarity using Large Language Models

Dimitrios Vamvourellis, Máté Toth, Snigdha Bhagat, Dhruv Desai, Dhagash Mehta, Stefano Pasquali

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

Comments 8 pages, 2 figures, 2 tables

2307.10337 2023-07-21 cs.SI 88%

Are you in a Masquerade? Exploring the Behavior and Impact of Large Language Model Driven Social Bots in Online Social Networks

Siyu Li, Jin Yang, Kui Zhao

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

Comments 18 pages, 7 figures

2305.17553 2023-06-06 cs.CL cs.AI cs.LG 88%

Detecting Edit Failures In Large Language Models: An Improved Specificity Benchmark

Jason Hoelscher-Obermaier, Julia Persson, Esben Kran, Ioannis Konstas, Fazl Barez

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

Comments To be published in ACL Findings 2023; for code see https://github.com/apartresearch/specificityplus; for a homepage see https://specificityplus.apartresearch.com/; updated Figures to uniform style

2306.00190 2023-06-02 cs.HC 88%

Contextualizing Problems to Student Interests at Scale in Intelligent Tutoring System Using Large Language Models

Gautam Yadav, Ying-Jui Tseng, Xiaolin Ni

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

2305.18084 2023-05-30 cs.SE 88%

Assess and Summarize: Improve Outage Understanding with Large Language Models

Pengxiang Jin, Shenglin Zhang, Minghua Ma, Haozhe Li, Yu Kang, Liqun Li, Yudong Liu, Bo Qiao, Chaoyun Zhang, Pu Zhao, Shilin He, Federica Sarro, Yingnong Dang, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang

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

2305.12943 2023-05-25 cs.CV 88%

Album Storytelling with Iterative Story-aware Captioning and Large Language Models

Munan Ning, Yujia Xie, Dongdong Chen, Zeyin Song, Lu Yuan, Yonghong Tian, Qixiang Ye, Li Yuan

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

1. 评测与基准 32271 篇

IoT Device Labeling Using Large Language Models

When Large Language Models Confront Repository-Level Automatic Program Repair: How Well They Done?

A SOUND APPROACH: Using Large Language Models to generate audio descriptions for egocentric text-audio retrieval

DualFocus: Integrating Macro and Micro Perspectives in Multi-modal Large Language Models

Improving Requirements Completeness: Automated Assistance through Large Language Models

Detecting Scams Using Large Language Models

DocChecker: Bootstrapping Code Large Language Model for Detecting and Resolving Code-Comment Inconsistencies

SpecLLM: Exploring Generation and Review of VLSI Design Specification with Large Language Model

CollabCoder: A Lower-barrier, Rigorous Workflow for Inductive Collaborative Qualitative Analysis with Large Language Models

Automatic Smart Contract Comment Generation via Large Language Models and In-Context Learning

A Survey of Large Language Models for Code: Evolution, Benchmarking, and Future Trends

Economics Arena for Large Language Models

SmartEdit: Exploring Complex Instruction-based Image Editing with Multimodal Large Language Models

InfiMM-Eval: Complex Open-Ended Reasoning Evaluation For Multi-Modal Large Language Models

SEED-Bench-2: Benchmarking Multimodal Large Language Models

VLM-Eval: A General Evaluation on Video Large Language Models

Western, Religious or Spiritual: An Evaluation of Moral Justification in Large Language Models

Automatic Root Cause Analysis via Large Language Models for Cloud Incidents

ChEF: A Comprehensive Evaluation Framework for Standardized Assessment of Multimodal Large Language Models

Multimodal Large Language Model for Visual Navigation

Large Language Models as Subpopulation Representative Models: A Review

Toward Pioneering Sensors and Features Using Large Language Models in Human Activity Recognition

Large Language Models in Fault Localisation

A Comprehensive Overview of Backdoor Attacks in Large Language Models within Communication Networks

Company Similarity using Large Language Models

Are you in a Masquerade? Exploring the Behavior and Impact of Large Language Model Driven Social Bots in Online Social Networks

Detecting Edit Failures In Large Language Models: An Improved Specificity Benchmark

Contextualizing Problems to Student Interests at Scale in Intelligent Tutoring System Using Large Language Models

Assess and Summarize: Improve Outage Understanding with Large Language Models

Album Storytelling with Iterative Story-aware Captioning and Large Language Models