语言大模型 / LLM - arXivDaily 专题

2409.18459 2025-03-04 cs.CV cs.MM 88%

FoodMLLM-JP: Leveraging Multimodal Large Language Models for Japanese Recipe Generation

Yuki Imajuku, Yoko Yamakata, Kiyoharu Aizawa

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

Comments 15 pages, 5 figures. We found errors in the calculation of evaluation metrics, which were corrected in this version with $\color{blue}{\text{modifications highlighted in blue}}$. Please also see the Appendix

2402.18180 2025-03-04 cs.CY 88%

Human Simulacra: Benchmarking the Personification of Large Language Models

Qiuejie Xie, Qiming Feng, Tianqi Zhang, Qingqiu Li, Linyi Yang, Yuejie Zhang, Rui Feng, Liang He, Shang Gao, Yue Zhang

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

Comments ICLR 2025

2502.21108 2025-03-03 cs.NE 88%

Large Language Model-Based Benchmarking Experiment Settings for Evolutionary Multi-Objective Optimization

Lie Meng Pang, Hisao Ishibuchi

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

2502.19423 2025-02-28 cs.CY 88%

Are Large Language Models Ready for Business Integration? A Study on Generative AI Adoption

Julius Sechang Mboli, John G. O. Marko, Rose Anazin Yemson

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

Comments IBIMA

2502.18992 2025-02-27 cs.IR 88%

OntologyRAG: Better and Faster Biomedical Code Mapping with Retrieval-Augmented Generation (RAG) Leveraging Ontology Knowledge Graphs and Large Language Models

Hui Feng, Yuntzu Yin, Emiliano Reynares, Jay Nanavati

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

Comments This paper has been accepted as a workshop paper for KEIR@ECIR 2025

2502.16586 2025-02-25 cs.CV 88%

Multimodal Large Language Models for Text-rich Image Understanding: A Comprehensive Review

Pei Fu, Tongkun Guan, Zining Wang, Zhentao Guo, Chen Duan, Hao Sun, Boming Chen, Jiayao Ma, Qianyi Jiang, Kai Zhou, Junfeng Luo

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

2502.15292 2025-02-24 cs.SE 88%

Bridging Bug Localization and Issue Fixing: A Hierarchical Localization Framework Leveraging Large Language Models

Jianming Chang, Xin Zhou, Lulu Wang, David Lo, Bixin Li

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

2502.15246 2025-02-24 cs.SE 88%

An approach for API synthesis using large language models

Hua Zhong, Shan Jiang, Sarfraz Khurshid

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

2502.13832 2025-02-20 cs.HC 88%

ArtMentor: AI-Assisted Evaluation of Artworks to Explore Multimodal Large Language Models Capabilities

Chanjin Zheng, Zengyi Yu, Yilin Jiang, Mingzi Zhang, Xunuo Lu, Jing Jin, Liteng Gao

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

Comments 18 pages, 12 figures. Accepted by CHI 2025

2502.11832 2025-02-18 cs.AR 88%

HAAN: A Holistic Approach for Accelerating Normalization Operations in Large Language Models

Tianfan Peng, Jiajun Qin, Tianhua Xia, Sai Qian Zhang

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

2406.08731 2025-02-14 cs.SE 88%

Towards Understanding the Characteristics of Code Generation Errors Made by Large Language Models

Zhijie Wang, Zijie Zhou, Da Song, Yuheng Huang, Shengmai Chen, Lei Ma, Tianyi Zhang

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

Comments To appear in the 47th IEEE/ACM Conference on Software Engineering (ICSE 2025). The first three authors contributed equally to this work

2408.02574 2025-02-11 cs.HC 88%

DanModCap: Designing a Danmaku Moderation Tool for Video-Sharing Platforms that Leverages Impact Captions with Large Language Models

Siying Hu, Huanchen Wang, Yu Zhang, Piaohong Wang, Zhicong Lu

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

Comments Accepted by CSCW 2025

2310.09874 2025-02-11 cs.IR 88%

TF-DCon: Leveraging Large Language Models (LLMs) to Empower Training-Free Dataset Condensation for Content-Based Recommendation

Jiahao Wu, Qijiong Liu, Hengchang Hu, Wenqi Fan, Shengcai Liu, Qing Li, Xiao-Ming Wu, Ke Tang

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

Comments Full version of TheWebConf'25 accepted paper

2405.00574 2025-02-05 cs.CV cs.MM 88%

EALD-MLLM: Emotion Analysis in Long-sequential and De-identity videos with Multi-modal Large Language Model

Deng Li, Xin Liu, Bohao Xing, Baiqiang Xia, Yuan Zong, Bihan Wen, Heikki Kälviäinen

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

2406.04531 2025-02-04 cs.SE 88%

TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Wenhan Wang, Chenyuan Yang, Zhijie Wang, Yuheng Huang, Zhaoyang Chu, Da Song, Lingming Zhang, An Ran Chen, Lei Ma

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

Comments In NAACL 2025 findings

2501.19359 2025-02-03 cond-mat.soft physics.med-ph 88%

Mechanical Properties of the Meninges: Large Language Model Assisted Systematic Review of over 25,000 Studies

Brandon P. Chelstrom, Maciej P. Polak, Dane Morgan, Corinne R. Henak

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

Comments 56 pages including supplemental. One graphical abstract, 6 main text figures, 2 supplemental figures

2501.18954 2025-02-03 cs.CV 88%

LLMDet: Learning Strong Open-Vocabulary Object Detectors under the Supervision of Large Language Models

Shenghao Fu, Qize Yang, Qijie Mo, Junkai Yan, Xihan Wei, Jingke Meng, Xiaohua Xie, Wei-Shi Zheng

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

2501.18908 2025-02-03 cs.SE 88%

Streamlining Security Vulnerability Triage with Large Language Models

Mohammad Jalili Torkamani, Joey NG, Nikita Mehrotra, Mahinthan Chandramohan, Padmanabhan Krishnan, Rahul Purandare

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

Comments 16 pages, 22 figures, 6 tables, preprint

2501.14530 2025-01-27 cs.CY cs.HC q-bio.NC 88%

Design and Implementation of a Psychiatry Resident Training System Based on Large Language Models

Zhenguang Zhong, Jia Tang

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

2411.10362 2025-01-24 cs.HC 88%

Interactive Cycle Model: The Linkage Combination among Automatic Speech Recognition, Large Language Models and Smart Glasses

Libo Wang

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

Comments OpenReview submitted. 10 pages of text and 2 figures

2409.09914 2025-01-22 eess.AS cs.SD 88%

A Study on Zero-shot Non-intrusive Speech Assessment using Large Language Models

Ryandhimas E. Zezario, Sabato M. Siniscalchi, Hsin-Min Wang, Yu Tsao

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

Comments Accepted to IEEE ICASSP 2025

2412.19406 2024-12-30 cs.CV 88%

MLLM-SUL: Multimodal Large Language Model for Semantic Scene Understanding and Localization in Traffic Scenarios

Jiaqi Fan, Jianhua Wu, Jincheng Gao, Jianhao Yu, Yafei Wang, Hongqing Chu, Bingzhao Gao

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

2412.14554 2024-12-30 cs.SE 88%

The Current Challenges of Software Engineering in the Era of Large Language Models

Cuiyun Gao, Xing Hu, Shan Gao, Xin Xia, Zhi Jin

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

Comments Accepted by ACM Transactions on Software Engineering and Methodology (TOSEM)

2411.07498 2024-12-19 cs.CR 88%

Semantic Sleuth: Identifying Ponzi Contracts via Large Language Models

Cong Wu, Jing Chen, Ziwei Wang, Ruichao Liang, Ruiying Du

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

Comments 12 pages

2412.07422 2024-12-11 cs.CY 88%

Beyond Search Engines: Can Large Language Models Improve Curriculum Development?

Mohammad Moein, Mohammadreza Molavi Hajiagha, Abdolali Faraji, Mohammadreza Tavakoli, Gàbor Kismihòk

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

2412.06821 2024-12-11 cs.HC 88%

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model

Jianing Hao, Manling Yang, Qing Shi, Yuzhe Jiang, Guang Zhang, Wei Zeng

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

Comments 17 pages, 13 figures, this paper is published on IEEE Transactions on Visualization and Computer Graphics

2412.06660 2024-12-10 cs.SD cs.MM eess.AS 88%

MuMu-LLaMA: Multi-modal Music Understanding and Generation via Large Language Models

Shansong Liu, Atin Sakkeer Hussain, Qilong Wu, Chenshuo Sun, Ying Shan

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

2412.04856 2024-12-09 cs.CE 88%

Can Large Language Models Effectively Process and Execute Financial Trading Instructions?

Yu Kang, Ge Wang, Xin Yang, Yuda Wang, Mingwen Liu

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

2412.03754 2024-12-06 cs.SE 88%

Enhancing IR-based Fault Localization using Large Language Models

Shuai Shao, Tingting Yu

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

2406.12044 2024-12-03 cs.CV 88%

ARTIST: Improving the Generation of Text-rich Images with Disentangled Diffusion Models and Large Language Models

Jianyi Zhang, Yufan Zhou, Jiuxiang Gu, Curtis Wigington, Tong Yu, Yiran Chen, Tong Sun, Ruiyi Zhang

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

Comments Accepted to WACV 2025

Journal ref IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2025)

1. 评测与基准 32271 篇

FoodMLLM-JP: Leveraging Multimodal Large Language Models for Japanese Recipe Generation

Human Simulacra: Benchmarking the Personification of Large Language Models

Large Language Model-Based Benchmarking Experiment Settings for Evolutionary Multi-Objective Optimization

Are Large Language Models Ready for Business Integration? A Study on Generative AI Adoption

OntologyRAG: Better and Faster Biomedical Code Mapping with Retrieval-Augmented Generation (RAG) Leveraging Ontology Knowledge Graphs and Large Language Models

Multimodal Large Language Models for Text-rich Image Understanding: A Comprehensive Review

Bridging Bug Localization and Issue Fixing: A Hierarchical Localization Framework Leveraging Large Language Models

An approach for API synthesis using large language models

ArtMentor: AI-Assisted Evaluation of Artworks to Explore Multimodal Large Language Models Capabilities

HAAN: A Holistic Approach for Accelerating Normalization Operations in Large Language Models

Towards Understanding the Characteristics of Code Generation Errors Made by Large Language Models

DanModCap: Designing a Danmaku Moderation Tool for Video-Sharing Platforms that Leverages Impact Captions with Large Language Models

TF-DCon: Leveraging Large Language Models (LLMs) to Empower Training-Free Dataset Condensation for Content-Based Recommendation

EALD-MLLM: Emotion Analysis in Long-sequential and De-identity videos with Multi-modal Large Language Model

TESTEVAL: Benchmarking Large Language Models for Test Case Generation

Mechanical Properties of the Meninges: Large Language Model Assisted Systematic Review of over 25,000 Studies

LLMDet: Learning Strong Open-Vocabulary Object Detectors under the Supervision of Large Language Models

Streamlining Security Vulnerability Triage with Large Language Models

Design and Implementation of a Psychiatry Resident Training System Based on Large Language Models

Interactive Cycle Model: The Linkage Combination among Automatic Speech Recognition, Large Language Models and Smart Glasses

A Study on Zero-shot Non-intrusive Speech Assessment using Large Language Models

MLLM-SUL: Multimodal Large Language Model for Semantic Scene Understanding and Localization in Traffic Scenarios

The Current Challenges of Software Engineering in the Era of Large Language Models

Semantic Sleuth: Identifying Ponzi Contracts via Large Language Models

Beyond Search Engines: Can Large Language Models Improve Curriculum Development?

FinFlier: Automating Graphical Overlays for Financial Visualizations with Knowledge-Grounding Large Language Model

MuMu-LLaMA: Multi-modal Music Understanding and Generation via Large Language Models

Can Large Language Models Effectively Process and Execute Financial Trading Instructions?

Enhancing IR-based Fault Localization using Large Language Models

ARTIST: Improving the Generation of Text-rich Images with Disentangled Diffusion Models and Large Language Models