语言大模型 / LLM

LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics

Niki van Stein, Thomas Bäck

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

Comments Accepted at IEEE TEVC

A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics

Kai He, Rui Mao, Qika Lin, Yucheng Ruan, Xiang Lan, Mengling Feng, Erik Cambria

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

Argos: Agentic Time-Series Anomaly Detection with Autonomous Rule Generation via Large Language Models

Yile Gu, Yifan Xiong, Jonathan Mace, Yuting Jiang, Yigong Hu, Baris Kasikci, Peng Cheng

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

Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization

Lei Huang, Xiaocheng Feng, Weitao Ma, Yuchun Fan, Xiachong Feng, Yangfan Ye, Weihong Zhong, Yuxuan Gu, Baoxin Wang, Dayong Wu, Guoping Hu, Bing Qin

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

Comments Submitted to ARR October 2024

Find the Intention of Instruction: Comprehensive Evaluation of Instruction Understanding for Large Language Models

Hyeonseok Moon, Jaehyung Seo, Seungyoon Lee, Chanjun Park, Heuiseok Lim

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

Comments NAACL25-Findings

A Hybrid Attention Framework for Fake News Detection with Large Language Models

Xiaochuan Xu, Peiyang Yu, Zeqiu Xu, Jiani Wang

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

Proverbs Run in Pairs: Evaluating Proverb Translation Capability of Large Language Model

Minghan Wang, Viet-Thanh Pham, Farhad Moghimifar, Thuy-Trang Vu

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

How Propense Are Large Language Models at Producing Code Smells? A Benchmarking Study

Alejandro Velasco, Daniel Rodriguez-Cardenas, Luftar Rahman Alif, David N. Palacio, Denys Poshyvanyk

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

A Survey of Sustainability in Large Language Models: Applications, Economics, and Challenges

Aditi Singh, Nirmal Prakashbhai Patel, Abul Ehtesham, Saket Kumar, Tala Talaei Khoei

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

A Survey on Multi-Turn Interaction Capabilities of Large Language Models

Chen Zhang, Xinyi Dai, Yaxiong Wu, Qu Yang, Yasheng Wang, Ruiming Tang, Yong Liu

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

Comments Draft Version, 14 pages, Ongoing refinement over time

Empowering Large Language Models in Wireless Communication: A Novel Dataset and Fine-Tuning Framework

Yushen Lin, Ruichen Zhang, Wenqi Huang, Kaidi Wang, Zhiguo Ding, Daniel K. C. So, Dusit Niyato

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

Comments 13 pages, 13 figure, journal

Comparative Analysis of Listwise Reranking with Large Language Models in Limited-Resource Language Contexts

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

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

Environmental large language model Evaluation (ELLE) dataset: A Benchmark for Evaluating Generative AI applications in Eco-environment Domain

Jing Guo, Nan Li, Ming Xu

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

On Large Language Models in Mission-Critical IT Governance: Are We Ready Yet?

Matteo Esposito, Francesco Palagiano, Valentina Lenarduzzi, Davide Taibi

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

Leveraging Large Language Models for Zero-shot Lay Summarisation in Biomedicine and Beyond

Tomas Goldsack, Carolina Scarton, Chenghua Lin

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

Comments Preprint

LLM4SR: A Survey on Large Language Models for Scientific Research

Ziming Luo, Zonglin Yang, Zexin Xu, Wei Yang, Xinya Du

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

A Sequential Optimal Learning Approach to Automated Prompt Engineering in Large Language Models

Shuyang Wang, Somayeh Moazeni, Diego Klabjan

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

NesTools: A Dataset for Evaluating Nested Tool Learning Abilities of Large Language Models

Han Han, Tong Zhu, Xiang Zhang, Mengsong Wu, Hao Xiong, Wenliang Chen

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

Comments Accepted by COLING 2025

Evaluating the Capabilities of Large Language Models for Multi-label Emotion Understanding

Tadesse Destaw Belay, Israel Abebe Azime, Abinew Ali Ayele, Grigori Sidorov, Dietrich Klakow, Philipp Slusallek, Olga Kolesnikova, Seid Muhie Yimam

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

Comments COLING 2025, main conference, long

OV-HHIR: Open Vocabulary Human Interaction Recognition Using Cross-modal Integration of Large Language Models

Lala Shakti Swarup Ray, Bo Zhou, Sungho Suh, Paul Lukowicz

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

Comments Accepted in IEEE ICASSP 2025

A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine

Hanguang Xiao, Feizhong Zhou, Xingyue Liu, Tianqi Liu, Zhipeng Li, Xin Liu, Xiaoxuan Huang

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

Journal ref Information Fusion, 117 (2025) 102888

Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents

Weiwei Sun, Lingyong Yan, Xinyu Ma, Shuaiqiang Wang, Pengjie Ren, Zhumin Chen, Dawei Yin, Zhaochun Ren

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

Comments EMNLP 2023

KRAIL: A Knowledge-Driven Framework for Base Human Reliability Analysis Integrating IDHEAS and Large Language Models

Xingyu Xiao, Peng Chen, Ben Qi, Hongru Zhao, Jingang Liang, Jiejuan Tong, Haitao Wang

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

Omni-MATH: A Universal Olympiad Level Mathematic Benchmark For Large Language Models

Bofei Gao, Feifan Song, Zhe Yang, Zefan Cai, Yibo Miao, Qingxiu Dong, Lei Li, Chenghao Ma, Liang Chen, Runxin Xu, Zhengyang Tang, Benyou Wang, Daoguang Zan, Shanghaoran Quan, Ge Zhang, Lei Sha, Yichang Zhang, Xuancheng Ren, Tianyu Liu, Baobao Chang

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

Comments 30 pages

Attention Heads of Large Language Models: A Survey

Zifan Zheng, Yezhaohui Wang, Yuxin Huang, Shichao Song, Mingchuan Yang, Bo Tang, Feiyu Xiong, Zhiyu Li

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

Comments 33 pages, 11 figures, 7 tables, 7 equations

Is ChatGPT Massively Used by Students Nowadays? A Survey on the Use of Large Language Models such as ChatGPT in Educational Settings

Jérémie Sublime, Ilaria Renna

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

Comments 33 pages + references

AgriBench: A Hierarchical Agriculture Benchmark for Multimodal Large Language Models

Yutong Zhou, Masahiro Ryo

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

Comments Accepted by CVPPA @ECCV2024. Dataset: https://github.com/Yutong-Zhou-cv/AgriBench

RIRO: Reshaping Inputs, Refining Outputs Unlocking the Potential of Large Language Models in Data-Scarce Contexts

Ali Hamdi, Hozaifa Kassab, Mohamed Bahaa, Marwa Mohamed

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

BlenderLLM: Training Large Language Models for Computer-Aided Design with Self-improvement

Yuhao Du, Shunian Chen, Wenbo Zan, Peizhao Li, Mingxuan Wang, Dingjie Song, Bo Li, Yan Hu, Benyou Wang

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

Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models

Qirui Jiao, Daoyuan Chen, Yilun Huang, Bolin Ding, Yaliang Li, Ying Shen

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

Comments 22 pages, 10 figures, 16 tables