语言大模型 / LLM

Digital Forgetting in Large Language Models: A Survey of Unlearning Methods

Alberto Blanco-Justicia, Najeeb Jebreel, Benet Manzanares, David Sánchez, Josep Domingo-Ferrer, Guillem Collell, Kuan Eeik Tan

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

Comments 70 pages

Journal ref Artificial Intelligence Review, vol. 58, art. no. 90, 2025

ZNO-Eval: Benchmarking reasoning capabilities of large language models in Ukrainian

Mykyta Syromiatnikov, Victoria Ruvinskaya, Anastasiya Troynina

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

Comments 7 pages, 5 figures. X International conference "Informatics. Culture. Technology." (2024)

Journal ref X International conference "Informatics. Culture. Technology." (2024) 185-191

A Survey on Hardware Accelerators for Large Language Models

Christoforos Kachris

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

Journal ref Appl. Sci. 2025, 15(2), 586;

The dynamics of meaning through time: Assessment of Large Language Models

Mohamed Taher Alrefaie, Fatty Salem, Nour Eldin Morsy, Nada Samir, Mohamed Medhat Gaber

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

How to Bridge the Gap between Modalities: Survey on Multimodal Large Language Model

Shezheng Song, Xiaopeng Li, Shasha Li, Shan Zhao, Jie Yu, Jun Ma, Xiaoguang Mao, Weimin 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

Comments Accepted by TKDE

A Survey on Large Language Models with Multilingualism: Recent Advances and New Frontiers

Kaiyu Huang, Fengran Mo, Xinyu Zhang, Hongliang Li, You Li, Yuanchi Zhang, Weijian Yi, Yulong Mao, Jinchen Liu, Yuzhuang Xu, Jinan Xu, Jian-Yun Nie, Yang Liu

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

Comments 65 pages, Work in Progress

A Survey of Recent Backdoor Attacks and Defenses in Large Language Models

Shuai Zhao, Meihuizi Jia, Zhongliang Guo, Leilei Gan, Xiaoyu Xu, Xiaobao Wu, Jie Fu, Yichao Feng, Fengjun Pan, Luu Anh Tuan

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

Comments Accepted in TMLR

MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model

Chengze Zhang, Changshan Li, Shiyang Gao

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

An Empirical Evaluation of Large Language Models on Consumer Health Questions

Moaiz Abrar, Yusuf Sermet, Ibrahim Demir

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

Large Language Models for Classical Chinese Poetry Translation: Benchmarking, Evaluating, and Improving

Andong Chen, Lianzhang Lou, Kehai Chen, Xuefeng Bai, Yang Xiang, Muyun Yang, Tiejun Zhao, Min 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

Comments Work in progress

Towards A Holistic Landscape of Situated Theory of Mind in Large Language Models

Ziqiao Ma, Jacob Sansom, Run Peng, Joyce Chai

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

Comments EMNLP 2023 (Findings)

Born With a Silver Spoon? Investigating Socioeconomic Bias in Large Language Models

Smriti Singh, Shuvam Keshari, Vinija Jain, Aman Chadha

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

ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Study

Eric Modesitt, Ke Yang, Spencer Hulsey, Chengxiang Zhai, Volodymyr Kindratenko

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

Hansel: Output Length Controlling Framework for Large Language Models

Seoha Song, Junhyun Lee, Hyeonmok Ko

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

Comments 13 pages, 6 figures; accepted to AAAI-25

Leveraging Large Language Models for Preliminary Security Risk Analysis: A Mission-Critical Case Study

Matteo Esposito, Francesco Palagiano

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

On Adversarial Robustness and Out-of-Distribution Robustness of Large Language Models

April Yang, Jordan Tab, Parth Shah, Paul Kotchavong

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

Large Language Models in Politics and Democracy: A Comprehensive Survey

Goshi Aoki

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

Comments 12 pages

SciSafeEval: A Comprehensive Benchmark for Safety Alignment of Large Language Models in Scientific Tasks

Tianhao Li, Jingyu Lu, Chuangxin Chu, Tianyu Zeng, Yujia Zheng, Mei Li, Haotian Huang, Bin Wu, Zuoxian Liu, Kai Ma, Xuejing Yuan, Xingkai Wang, Keyan Ding, Huajun Chen, Qiang 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

Assessing Personalized AI Mentoring with Large Language Models in the Computing Field

Xiao Luo, Sean O'Connell, Shamima Mithun

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

TransitGPT: A Generative AI-based framework for interacting with GTFS data using Large Language Models

Saipraneeth Devunuri, Lewis Lehe

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

Optimizing Multi-Task Learning for Enhanced Performance in Large Language Models

Zhen Qi, Jiajing Chen, Shuo Wang, Bingying Liu, Hongye Zheng, Chihang Wang

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

A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias

Yuemei Xu, Ling Hu, Jiayi Zhao, Zihan Qiu, Kexin XU, Yuqi Ye, Hanwen Gu

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

Comments The article has been accepted by Frontiers of Computer Science (FCS), with the DOI: {10.1007/s11704-024-40579-4}

Large Language Models and Games: A Survey and Roadmap

Roberto Gallotta, Graham Todd, Marvin Zammit, Sam Earle, Antonios Liapis, Julian Togelius, Georgios N. Yannakakis

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

Comments Accepted for publication at the IEEE Transactions on Games (19 pages, 6 figures)

Journal ref IEEE Transactions on Games, 2024 (early access)

A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions

Lei Liu, Xiaoyan Yang, Junchi Lei, Yue Shen, Jian Wang, Peng Wei, Zhixuan Chu, Zhan Qin, Kui Ren

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

ToMBench: Benchmarking Theory of Mind in Large Language Models

Zhuang Chen, Jincenzi Wu, Jinfeng Zhou, Bosi Wen, Guanqun Bi, Gongyao Jiang, Yaru Cao, Mengting Hu, Yunghwei Lai, Zexuan Xiong, Minlie Huang

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

Comments ACL 2024

Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL Translation

Federico Ranaldi, Elena Sofia Ruzzetti, Dario Onorati, Leonardo Ranaldi, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto

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

Journal ref Findings of the Association for Computational Linguistics: ACL 2024

Understanding Student Sentiment on Mental Health Support in Colleges Using Large Language Models

Palak Sood, Chengyang He, Divyanshu Gupta, Yue Ning, Ping 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

Comments Accepted by '2024 IEEE International Conference on Big Data (IEEE BigData 2024)'. The paper has 8 pages, 2 figures, 4 tables

Uniform Discretized Integrated Gradients: An effective attribution based method for explaining large language models

Swarnava Sinha Roy, Ayan Kundu

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

ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios

Junjie Ye, Guanyu Li, Songyang Gao, Caishuang Huang, Yilong Wu, Sixian Li, Xiaoran Fan, Shihan Dou, Tao Ji, Qi Zhang, Tao Gui, Xuanjing Huang

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

Comments Accepted by COLING 2025 conference

Personalized Multimodal Large Language Models: A Survey

Junda Wu, Hanjia Lyu, Yu Xia, Zhehao Zhang, Joe Barrow, Ishita Kumar, Mehrnoosh Mirtaheri, Hongjie Chen, Ryan A. Rossi, Franck Dernoncourt, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Namyong Park, Sungchul Kim, Huanrui Yang, Subrata Mitra, Zhengmian Hu, Nedim Lipka, Dang Nguyen, Yue Zhao, Jiebo Luo, Julian McAuley

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