语言大模型 / LLM - arXivDaily 专题

2410.06011 2024-10-10 cs.DB 89%

Large Language Model Enhanced Text-to-SQL Generation: A Survey

Xiaohu Zhu, Qian Li, Lizhen Cui, Yongkang Liu

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

Comments 14 pages, 2 figures

2409.18060 2024-10-10 cs.HC cs.SE 89%

Inferring Alt-text For UI Icons With Large Language Models During App Development

Sabrina Haque, Christoph Csallner

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

2404.02525 2024-10-08 cs.SE 89%

Large Language Model for Vulnerability Detection and Repair: Literature Review and the Road Ahead

Xin Zhou, Sicong Cao, Xiaobing Sun, David Lo

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

Comments 24 pages

2403.06259 2024-10-08 cs.CL cs.AI cs.DB cs.IR cs.LG 89%

Editing Conceptual Knowledge for Large Language Models

Xiaohan Wang, Shengyu Mao, Ningyu Zhang, Shumin Deng, Yunzhi Yao, Yue Shen, Lei Liang, Jinjie Gu, Huajun 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 EMNLP 2024 Findings; Code: https://github.com/zjunlp/EasyEdit Dataset: https://huggingface.co/datasets/zjunlp/ConceptEdit

2408.07082 2024-10-07 cs.SE 89%

Evaluating Source Code Quality with Large Language Models: a comparative study

Igor Regis da Silva Simões, Elaine Venson

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

2406.15468 2024-10-07 cs.CL cs.AI cs.LG 89%

MMLU-SR: A Benchmark for Stress-Testing Reasoning Capability of Large Language Models

Wentian Wang, Sarthak Jain, Paul Kantor, Jacob Feldman, Lazaros Gallos, Hao 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

2410.02301 2024-10-04 cs.NE 89%

Large Language Model Aided Multi-objective Evolutionary Algorithm: a Low-cost Adaptive Approach

Wanyi Liu, Long Chen, Zhenzhou Tang

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

2312.06908 2024-10-03 cs.HC 89%

"I Want It That Way": Enabling Interactive Decision Support Using Large Language Models and Constraint Programming

Connor Lawless, Jakob Schoeffer, Lindy Le, Kael Rowan, Shilad Sen, Cristina St. Hill, Jina Suh, Bahareh Sarrafzadeh

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

Journal ref ACM Trans. Interact. Intell. Syst., Vol. 14, No. 3, Article 22. 2024

2409.17561 2024-09-27 cs.SE 89%

TestBench: Evaluating Class-Level Test Case Generation Capability of Large Language Models

Quanjun Zhang, Ye Shang, Chunrong Fang, Siqi Gu, Jianyi Zhou, Zhenyu Chen

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

2409.16605 2024-09-26 cs.CL cs.AI cs.IR cs.LG 89%

Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications

Ethan Lin, Zhiyuan Peng, Yi Fang

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 under review

2407.04219 2024-09-23 eess.AS 89%

Semi-supervised Learning for Code-Switching ASR with Large Language Model Filter

Yu Xi, Wen Ding, Kai Yu, Junjie Lai

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

Comments Accepted by SLT2024

2409.08444 2024-09-16 cs.CV 89%

Towards Unified Facial Action Unit Recognition Framework by Large Language Models

Guohong Hu, Xing Lan, Hanyu Jiang, Jiayi Lyu, Jian Xue

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

2409.08014 2024-09-13 cs.IR 89%

An Evaluation Framework for Attributed Information Retrieval using Large Language Models

Hanane Djeddal, Pierre Erbacher, Raouf Toukal, Laure Soulier, Karen Pinel-Sauvagnat, Sophia Katrenko, Lynda Tamine

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

2406.11346 2024-09-12 cs.SE 89%

WaDec: Decompiling WebAssembly Using Large Language Model

Xinyu She, Yanjie Zhao, Haoyu Wang

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

Comments This paper was accepted by ASE 2024

2409.05703 2024-09-10 cs.HC 89%

The Influence of Task and Group Disparities over Users' Attitudes Toward Using Large Language Models for Psychotherapy

Qihang He, Jiyao Wang, Dengbo He

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

Comments Accepted by HFES 2025

2312.15223 2024-09-10 cs.SE 89%

A Survey on Large Language Models for Software Engineering

Quanjun Zhang, Chunrong Fang, Yang Xie, Yaxin Zhang, Yun Yang, Weisong Sun, Shengcheng Yu, Zhenyu Chen

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

Comments updating 1009 papers

2409.00105 2024-09-05 cs.CL cs.AI cs.LG 89%

Negation Blindness in Large Language Models: Unveiling the NO Syndrome in Image Generation

Mohammad Nadeem, Shahab Saquib Sohail, Erik Cambria, Björn W. Schuller, Amir Hussain

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 15 pages, 7 figures

2409.00922 2024-09-04 cs.CR 89%

ProphetFuzz: Fully Automated Prediction and Fuzzing of High-Risk Option Combinations with Only Documentation via Large Language Model

Dawei Wang, Geng Zhou, Li Chen, Dan Li, Yukai Miao

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

Comments Preprint

2401.04478 2024-09-04 q-bio.BM cs.AI cs.CL cs.LG 89%

TwinBooster: Synergising Large Language Models with Barlow Twins and Gradient Boosting for Enhanced Molecular Property Prediction

Maximilian G. Schuh, Davide Boldini, Stephan A. Sieber

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 13(+9) pages(+appendix), 5 figures, 11 tables

Journal ref J. Chem. Inf. Model. 2024, 64, 12, 4640-4650

2312.08800 2024-09-04 cs.CL cs.AI cs.HC cs.LG 89%

Evaluating Large Language Models for Health-related Queries with Presuppositions

Navreet Kaur, Monojit Choudhury, Danish Pruthi

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 Findings of ACL 2024

2310.02168 2024-09-04 cs.CL cs.AI cs.CY cs.LG cs.MA 89%

Editing Personality for Large Language Models

Shengyu Mao, Xiaohan Wang, Mengru Wang, Yong Jiang, Pengjun Xie, Fei Huang, Ningyu Zhang

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 NLPCC 2024

2407.04295 2024-09-02 cs.CR cs.AI cs.CL cs.LG 89%

Jailbreak Attacks and Defenses Against Large Language Models: A Survey

Sibo Yi, Yule Liu, Zhen Sun, Tianshuo Cong, Xinlei He, Jiaxing Song, Ke Xu, Qi 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

2408.16100 2024-08-30 cs.CR cs.DC 89%

LLMSecCode: Evaluating Large Language Models for Secure Coding

Anton Rydén, Erik Näslund, Elad Michael Schiller, Magnus Almgren

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

Comments This manuscript serves as a complementary technical report to the proceedings version, which will be presented at the International Symposium on Cyber Security, Cryptography, and Machine Learning (CSCML) 2024

2408.14812 2024-08-28 cs.CV 89%

HPT++: Hierarchically Prompting Vision-Language Models with Multi-Granularity Knowledge Generation and Improved Structure Modeling

Yubin Wang, Xinyang Jiang, De Cheng, Wenli Sun, Dongsheng Li, Cairong Zhao

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

Comments 19 pages, 7 figures, 7 tables. arXiv admin note: substantial text overlap with arXiv:2312.06323

2408.13391 2024-08-28 cs.HC 89%

Generating Analytic Specifications for Data Visualization from Natural Language Queries using Large Language Models

Subham Sah, Rishab Mitra, Arpit Narechania, Alex Endert, John Stasko, Wenwen Dou

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

Comments 6 pages, 3 figures. To appear in NLVIZ workshop 2024 (IEEE VIS 2024)

2402.18093 2024-08-26 cs.CR 89%

ChatSpamDetector: Leveraging Large Language Models for Effective Phishing Email Detection

Takashi Koide, Naoki Fukushi, Hiroki Nakano, Daiki Chiba

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

Comments Accepted at SecureComm 2024

2408.12579 2024-08-23 cs.CL cs.AI cs.HC cs.IR cs.LG 89%

RuleAlign: Making Large Language Models Better Physicians with Diagnostic Rule Alignment

Xiaohan Wang, Xiaoyan Yang, Yuqi Zhu, Yue Shen, Jian Wang, Peng Wei, Lei Liang, Jinjie Gu, Huajun Chen, Ningyu Zhang

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 Ongoing work

2408.10577 2024-08-21 cs.SE 89%

Optimizing Large Language Model Hyperparameters for Code Generation

Chetan Arora, Ahnaf Ibn Sayeed, Sherlock Licorish, Fanyu Wang, Christoph Treude

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

2312.07910 2024-08-21 cs.AI cs.CL cs.LG 89%

PromptBench: A Unified Library for Evaluation of Large Language Models

Kaijie Zhu, Qinlin Zhao, Hao Chen, Jindong Wang, 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 Accepted by Journal of Machine Learning Research (JMLR); code: https://github.com/microsoft/promptbench

2404.09228 2024-08-16 cs.RO 89%

A Survey on Integration of Large Language Models with Intelligent Robots

Yeseung Kim, Dohyun Kim, Jieun Choi, Jisang Park, Nayoung Oh, Daehyung Park

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

Comments 24 pages, 5 figures, Published in Intelligent Service Robotics (ISR)

1. 评测与基准 32034 篇

Large Language Model Enhanced Text-to-SQL Generation: A Survey

Inferring Alt-text For UI Icons With Large Language Models During App Development

Large Language Model for Vulnerability Detection and Repair: Literature Review and the Road Ahead

Editing Conceptual Knowledge for Large Language Models

Evaluating Source Code Quality with Large Language Models: a comparative study

MMLU-SR: A Benchmark for Stress-Testing Reasoning Capability of Large Language Models

Large Language Model Aided Multi-objective Evolutionary Algorithm: a Low-cost Adaptive Approach

"I Want It That Way": Enabling Interactive Decision Support Using Large Language Models and Constraint Programming

TestBench: Evaluating Class-Level Test Case Generation Capability of Large Language Models

Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications

Semi-supervised Learning for Code-Switching ASR with Large Language Model Filter

Towards Unified Facial Action Unit Recognition Framework by Large Language Models

An Evaluation Framework for Attributed Information Retrieval using Large Language Models

WaDec: Decompiling WebAssembly Using Large Language Model

The Influence of Task and Group Disparities over Users' Attitudes Toward Using Large Language Models for Psychotherapy

A Survey on Large Language Models for Software Engineering

Negation Blindness in Large Language Models: Unveiling the NO Syndrome in Image Generation

ProphetFuzz: Fully Automated Prediction and Fuzzing of High-Risk Option Combinations with Only Documentation via Large Language Model

TwinBooster: Synergising Large Language Models with Barlow Twins and Gradient Boosting for Enhanced Molecular Property Prediction

Evaluating Large Language Models for Health-related Queries with Presuppositions

Editing Personality for Large Language Models

Jailbreak Attacks and Defenses Against Large Language Models: A Survey

LLMSecCode: Evaluating Large Language Models for Secure Coding

HPT++: Hierarchically Prompting Vision-Language Models with Multi-Granularity Knowledge Generation and Improved Structure Modeling

Generating Analytic Specifications for Data Visualization from Natural Language Queries using Large Language Models

ChatSpamDetector: Leveraging Large Language Models for Effective Phishing Email Detection

RuleAlign: Making Large Language Models Better Physicians with Diagnostic Rule Alignment

Optimizing Large Language Model Hyperparameters for Code Generation

PromptBench: A Unified Library for Evaluation of Large Language Models

A Survey on Integration of Large Language Models with Intelligent Robots