语言大模型 / LLM - arXivDaily 专题

2501.09655 2025-01-17 cs.LG 89%

A Survey of Research in Large Language Models for Electronic Design Automation

Jingyu Pan, Guanglei Zhou, Chen-Chia Chang, Isaac Jacobson, Jiang Hu, Yiran Chen

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

Comments 21 pages, 2 figures, 3 tables, accepted by TODAES

2501.07837 2025-01-15 cs.AI 89%

A Driver Advisory System Based on Large Language Model for High-speed Train

Y. C. Luo, J. Xun, W. Wang, R. Z. Zhang, Z. C. 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

Comments 18 pages, 7 figures, presented at 104th TRB Annual Meeting

2501.07532 2025-01-14 cs.CL 89%

Investigating Large Language Models in Inferring Personality Traits from User Conversations

Jianfeng Zhu, Ruoming Jin, Karin G. Coifman

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 13 pages, 5 figures

2501.06271 2025-01-14 q-bio.QM cs.AI cs.CE 89%

Large Language Models for Bioinformatics

Wei Ruan, Yanjun Lyu, Jing Zhang, Jiazhang Cai, Peng Shu, Yang Ge, Yao Lu, Shang Gao, Yue Wang, Peilong Wang, Lin Zhao, Tao Wang, Yufang Liu, Luyang Fang, Ziyu Liu, Zhengliang Liu, Yiwei Li, Zihao Wu, Junhao Chen, Hanqi Jiang, Yi Pan, Zhenyuan Yang, Jingyuan Chen, Shizhe Liang, Wei Zhang, Terry Ma, Yuan Dou, Jianli Zhang, Xinyu Gong, Qi Gan, Yusong Zou, Zebang Chen, Yuanxin Qian, Shuo Yu, Jin Lu, Kenan Song, Xianqiao Wang, Andrea Sikora, Gang Li, Xiang Li, Quanzheng Li, Yingfeng Wang, Lu Zhang, Yohannes Abate, Lifang He, Wenxuan Zhong, Rongjie Liu, Chao Huang, Wei Liu, Ye Shen, Ping Ma, Hongtu Zhu, Yajun Yan, Dajiang Zhu, Tianming Liu

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 64 pages, 1 figure

2402.02315 2025-01-14 cs.CL q-fin.GN 89%

A Survey of Large Language Models in Finance (FinLLMs)

Jean Lee, Nicholas Stevens, Soyeon Caren Han, Minseok Song

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 More information on https://github.com/adlnlp/FinLLMs

2501.04927 2025-01-10 cs.CL 89%

Investigating Numerical Translation with Large Language Models

Wei Tang, Jiawei Yu, Yuang Li, Yanqing Zhao, Weidong Zhang, Wei Feng, Min Zhang, Hao Yang

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 ICASSP 2025

2401.03506 2025-01-10 eess.AS cs.LG cs.SD 89%

DiarizationLM: Speaker Diarization Post-Processing with Large Language Models

Quan Wang, Yiling Huang, Guanlong Zhao, Evan Clark, Wei Xia, Hank Liao

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

Journal ref Proc. Interspeech 2024, 3754-3758 (2024)

2501.03566 2025-01-08 cs.MA cs.AI cs.SE 89%

Applying Large Language Models in Knowledge Graph-based Enterprise Modeling: Challenges and Opportunities

Benedikt Reitemeyer, Hans-Georg Fill

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

2412.20340 2025-01-07 cs.SE cs.AI 89%

Distilling Desired Comments for Enhanced Code Review with Large Language Models

Yongda Yu, Lei Zhang, Guoping Rong, Haifeng Shen, Jiahao Zhang, Haoxiang Yan, Guohao Shi, Dong Shao, Ruiqi Pan, Yuan Li, Qiushi Wang, Zhao Tian

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 12 pages, 9 figures

2403.12196 2025-01-07 cs.CR cs.AI 89%

Leveraging Large Language Models to Detect npm Malicious Packages

Nusrat Zahan, Philipp Burckhardt, Mikola Lysenko, Feross Aboukhadijeh, Laurie Williams

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 13 pages, 2 Figure, 6 tables

2501.01273 2025-01-03 cs.CL stat.AP 89%

Does a Large Language Model Really Speak in Human-Like Language?

Mose Park, Yunjin Choi, Jong-June Jeon

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

2404.15639 2024-12-31 cs.CL 89%

CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code

Batu Guan, Yao Wan, Zhangqian Bi, Zheng Wang, Hongyu Zhang, Pan Zhou, Lichao Sun

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 16 pages, 13 figures

2412.18727 2024-12-30 cs.SE cs.AI cs.SY eess.SY 89%

SAFLITE: Fuzzing Autonomous Systems via Large Language Models

Taohong Zhu, Adrians Skapars, Fardeen Mackenzie, Declan Kehoe, William Newton, Suzanne Embury, Youcheng Sun

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

2412.18443 2024-12-25 cs.CL 89%

Is Large Language Model Good at Triple Set Prediction? An Empirical Study

Yuan Yuan, Yajing Xu, Wen Zhang

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

2412.17011 2024-12-24 cs.CL 89%

Robustness of Large Language Models Against Adversarial Attacks

Yiyi Tao, Yixian Shen, Hang Zhang, Yanxin Shen, Lun Wang, Chuanqi Shi, Shaoshuai 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

2409.07790 2024-12-24 cs.CL eess.AS 89%

Full-text Error Correction for Chinese Speech Recognition with Large Language Model

Zhiyuan Tang, Dong Wang, Shen Huang, Shidong Shang

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 ICASSP 2025

2412.15352 2024-12-23 cs.LG cs.CC 89%

Large Language Models on Small Resource-Constrained Systems: Performance Characterization, Analysis and Trade-offs

Liam Seymour, Basar Kutukcu, Sabur Baidya

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

2412.11851 2024-12-17 cs.CL cs.MM 89%

A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity Detection

Simon Hachmeier, Robert Jäschke

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

2412.11068 2024-12-17 cs.IR cs.AI 89%

RecSys Arena: Pair-wise Recommender System Evaluation with Large Language Models

Zhuo Wu, Qinglin Jia, Chuhan Wu, Zhaocheng Du, Shuai Wang, Zan Wang, Zhenhua Dong

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

2407.07086 2024-12-13 cs.AI 89%

Hypothetical Minds: Scaffolding Theory of Mind for Multi-Agent Tasks with Large Language Models

Logan Cross, Violet Xiang, Agam Bhatia, Daniel LK Yamins, Nick Haber

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

2308.04748 2024-12-11 cs.SE cs.LG 89%

Fuzz4All: Universal Fuzzing with Large Language Models

Chunqiu Steven Xia, Matteo Paltenghi, Jia Le Tian, Michael Pradel, Lingming Zhang

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

Comments Accepted at ICSE 2024

Journal ref ICSE 2024: Proceedings of the IEEE/ACM 46th International Conference on Software Engineering

2306.07951 2024-12-10 cs.CL 89%

Questioning the Survey Responses of Large Language Models

Ricardo Dominguez-Olmedo, Moritz Hardt, Celestine Mendler-Dünner

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 NeurIPS 2024

2406.14955 2024-12-10 cs.CL 89%

ICLEval: Evaluating In-Context Learning Ability of Large Language Models

Wentong Chen, Yankai Lin, ZhenHao Zhou, HongYun Huang, Yantao Jia, Zhao Cao, Ji-Rong Wen

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

2412.04485 2024-12-09 cs.AR cs.AI 89%

EDA-Aware RTL Generation with Large Language Models

Mubashir ul Islam, Humza Sami, Pierre-Emmanuel Gaillardon, Valerio Tenace

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

2409.04475 2024-12-09 cs.DB cs.AI 89%

Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation

Yihang Zheng, Bo Li, Zhenghao Lin, Yi Luo, Xuanhe Zhou, Chen Lin, Jinsong Su, Guoliang Li, Shifu Li

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 12 pages

2310.03128 2024-12-06 cs.SE cs.CL 89%

MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use

Yue Huang, Jiawen Shi, Yuan Li, Chenrui Fan, Siyuan Wu, Qihui Zhang, Yixin Liu, Pan Zhou, Yao Wan, Neil Zhenqiang Gong, Lichao Sun

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

2412.03563 2024-12-05 cs.CL cs.CY 89%

From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents

Xinyi Mou, Xuanwen Ding, Qi He, Liang Wang, Jingcong Liang, Xinnong Zhang, Libo Sun, Jiayu Lin, Jie Zhou, Xuanjing Huang, Zhongyu Wei

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

2412.03220 2024-12-05 cs.LG 89%

Survey of different Large Language Model Architectures: Trends, Benchmarks, and Challenges

Minghao Shao, Abdul Basit, Ramesh Karri, Muhammad Shafique

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

2412.03075 2024-12-05 cs.CL cs.SD eess.AS 89%

ASR-EC Benchmark: Evaluating Large Language Models on Chinese ASR Error Correction

Victor Junqiu Wei, Weicheng Wang, Di Jiang, Yuanfeng Song, Lu Wang

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

2412.02915 2024-12-05 cs.CL q-bio.GN 89%

Single-Cell Omics Arena: A Benchmark Study for Large Language Models on Cell Type Annotation Using Single-Cell Data

Junhao Liu, Siwei Xu, Lei Zhang, Jing Zhang

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

1. 评测与基准 32006 篇

A Survey of Research in Large Language Models for Electronic Design Automation

A Driver Advisory System Based on Large Language Model for High-speed Train

Investigating Large Language Models in Inferring Personality Traits from User Conversations

Large Language Models for Bioinformatics

A Survey of Large Language Models in Finance (FinLLMs)

Investigating Numerical Translation with Large Language Models

DiarizationLM: Speaker Diarization Post-Processing with Large Language Models

Applying Large Language Models in Knowledge Graph-based Enterprise Modeling: Challenges and Opportunities

Distilling Desired Comments for Enhanced Code Review with Large Language Models

Leveraging Large Language Models to Detect npm Malicious Packages

Does a Large Language Model Really Speak in Human-Like Language?

CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code

SAFLITE: Fuzzing Autonomous Systems via Large Language Models

Is Large Language Model Good at Triple Set Prediction? An Empirical Study

Robustness of Large Language Models Against Adversarial Attacks

Full-text Error Correction for Chinese Speech Recognition with Large Language Model

Large Language Models on Small Resource-Constrained Systems: Performance Characterization, Analysis and Trade-offs

A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity Detection

RecSys Arena: Pair-wise Recommender System Evaluation with Large Language Models

Hypothetical Minds: Scaffolding Theory of Mind for Multi-Agent Tasks with Large Language Models

Fuzz4All: Universal Fuzzing with Large Language Models

Questioning the Survey Responses of Large Language Models

ICLEval: Evaluating In-Context Learning Ability of Large Language Models

EDA-Aware RTL Generation with Large Language Models

Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation

MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use

From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents

Survey of different Large Language Model Architectures: Trends, Benchmarks, and Challenges

ASR-EC Benchmark: Evaluating Large Language Models on Chinese ASR Error Correction

Single-Cell Omics Arena: A Benchmark Study for Large Language Models on Cell Type Annotation Using Single-Cell Data