语言大模型 / LLM

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)

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

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

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

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

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

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

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

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

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

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

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

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)

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

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

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)

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

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)

mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models

Jiabo Ye, Haiyang Xu, Haowei Liu, Anwen Hu, Ming Yan, Qi Qian, Ji Zhang, Fei Huang, Jingren Zhou

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

MANGO: A Benchmark for Evaluating Mapping and Navigation Abilities of Large Language Models

Peng Ding, Jiading Fang, Peng Li, Kangrui Wang, Xiaochen Zhou, Mo Yu, Jing Li, Matthew R. Walter, Hongyuan Mei

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 COLM 2024 camera-ready

GAIA -- A Large Language Model for Advanced Power Dispatch

Yuheng Cheng, Huan Zhao, Xiyuan Zhou, Junhua Zhao, Yuji Cao, Chao Yang

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

Evaluating Large Language Models for Automatic Register Transfer Logic Generation via High-Level Synthesis

Sneha Swaroopa, Rijoy Mukherjee, Anushka Debnath, Rajat Subhra Chakraborty

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

The opportunities and risks of large language models in mental health

Hannah R. Lawrence, Renee A. Schneider, Susan B. Rubin, Maja J. Mataric, Daniel J. McDuff, Megan Jones Bell

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, 2 tables, 4 figures

Journal ref JMIR Ment Health 2024;11:e59479

On Inter-dataset Code Duplication and Data Leakage in Large Language Models

José Antonio Hernández López, Boqi Chen, Mootez Saaz, Tushar Sharma, Dániel Varró

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

Chat-like Asserts Prediction with the Support of Large Language Model

Han Wang, Han Hu, Chunyang Chen, Burak Turhan

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

Efficient Training of Large Language Models on Distributed Infrastructures: A Survey

Jiangfei Duan, Shuo Zhang, Zerui Wang, Lijuan Jiang, Wenwen Qu, Qinghao Hu, Guoteng Wang, Qizhen Weng, Hang Yan, Xingcheng Zhang, Xipeng Qiu, Dahua Lin, Yonggang Wen, Xin Jin, Tianwei Zhang, Peng Sun

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

Performance Evaluation of Lightweight Open-source Large Language Models in Pediatric Consultations: A Comparative Analysis

Qiuhong Wei, Ying Cui, Mengwei Ding, Yanqin Wang, Lingling Xiang, Zhengxiong Yao, Ceran Chen, Ying Long, Zhezhen Jin, Ximing Xu

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 27 pages in total with 17 pages of main manuscript and 10 pages of supplementary materials; 4 figures in the main manuscript and 2 figures in supplementary material

SegPoint: Segment Any Point Cloud via Large Language Model

Shuting He, Henghui Ding, Xudong Jiang, Bihan Wen

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

Comments ECCV 2024, Project Page: https://heshuting555.github.io/SegPoint

Chat2Scenario: Scenario Extraction From Dataset Through Utilization of Large Language Model

Yongqi Zhao, Wenbo Xiao, Tomislav Mihalj, Jia Hu, Arno Eichberger

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

Comments IEEE Intelligent Vehicles Symposium (IV 2024)

Journal ref 2024 IEEE Intelligent Vehicles Symposium (IV)

SA-DS: A Dataset for Large Language Model-Driven AI Accelerator Design Generation

Deepak Vungarala, Mahmoud Nazzal, Mehrdad Morsali, Chao Zhang, Arnob Ghosh, Abdallah Khreishah, Shaahin Angizi

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

Comments 4 pages, 5 Figures