语言大模型 / LLM

The Hallucinations Leaderboard -- An Open Effort to Measure Hallucinations in Large Language Models

Giwon Hong, Aryo Pradipta Gema, Rohit Saxena, Xiaotang Du, Ping Nie, Yu Zhao, Laura Perez-Beltrachini, Max Ryabinin, Xuanli He, Clémentine Fourrier, Pasquale Minervini

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

Toward Informal Language Processing: Knowledge of Slang in Large Language Models

Zhewei Sun, Qian Hu, Rahul Gupta, Richard Zemel, Yang Xu

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

Comments Accepted to NAACL 2024 main conference

Linguistic Changes in Spontaneous Speech for Detecting Parkinsons Disease Using Large Language Models

Jonathan Crawford

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

Comments 12 pages, 3 figures

Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers

Libo Qin, Qiguang Chen, Yuhang Zhou, Zhi Chen, Yinghui Li, Lizi Liao, Min Li, Wanxiang Che, Philip S. Yu

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

How Can Large Language Models Enable Better Socially Assistive Human-Robot Interaction: A Brief Survey

Zhonghao Shi, Ellen Landrum, Amy O' Connell, Mina Kian, Leticia Pinto-Alva, Kaleen Shrestha, Xiaoyuan Zhu, Maja J Matarić

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

Comments 2 pages, accepted to the Proceedings of the AAAI Symposium Series, 2024

FakeGPT: Fake News Generation, Explanation and Detection of Large Language Models

Yue Huang, Lichao Sun

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

AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators

Xingwei He, Zhenghao Lin, Yeyun Gong, A-Long Jin, Hang Zhang, Chen Lin, Jian Jiao, Siu Ming Yiu, Nan Duan, Weizhu 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 to NAACL 2024

An Investigation into Misuse of Java Security APIs by Large Language Models

Zahra Mousavi, Chadni Islam, Kristen Moore, Alsharif Abuadbba, Muhammad Ali Babar

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

Comments This paper has been accepted by ACM ASIACCS 2024

Machine Unlearning for Traditional Models and Large Language Models: A Short Survey

Yi Xu

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

Comments 16 pages

VDC: Versatile Data Cleanser based on Visual-Linguistic Inconsistency by Multimodal Large Language Models

Zihao Zhu, Mingda Zhang, Shaokui Wei, Bingzhe Wu, Baoyuan Wu

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

Comments Accepted to ICLR 2024

Large Language Model based Situational Dialogues for Second Language Learning

Shuyao Xu, Long Qin, Tianyang Chen, Zhenzhou Zha, Bingxue Qiu, Weizhi Wang

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

Comments 14 pages, 6 figures

Exploring the Privacy Protection Capabilities of Chinese Large Language Models

Yuqi Yang, Xiaowen Huang, Jitao Sang

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

Comments 11 pages

First Tragedy, then Parse: History Repeats Itself in the New Era of Large Language Models

Naomi Saphra, Eve Fleisig, Kyunghyun Cho, Adam Lopez

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

A Little Leak Will Sink a Great Ship: Survey of Transparency for Large Language Models from Start to Finish

Masahiro Kaneko, Timothy Baldwin

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

Argument Quality Assessment in the Age of Instruction-Following Large Language Models

Henning Wachsmuth, Gabriella Lapesa, Elena Cabrio, Anne Lauscher, Joonsuk Park, Eva Maria Vecchi, Serena Villata, Timon Ziegenbein

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

Comments Accepted to LREC-COLING 2024

ARO: Large Language Model Supervised Robotics Text2Skill Autonomous Learning

Yiwen Chen, Yuyao Ye, Ziyi Chen, Chuheng Zhang, Marcelo H. Ang

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

Comments 6 pages, 2 figures

AI for Biomedicine in the Era of Large Language Models

Zhenyu Bi, Sajib Acharjee Dip, Daniel Hajialigol, Sindhura Kommu, Hanwen Liu, Meng Lu, Xuan Wang

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

Comments 8 pages, 3 figures

Construction of a Japanese Financial Benchmark for Large Language Models

Masanori Hirano

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

Comments 9 pages, Joint Workshop of the 7th Financial Technology and Natural Language Processing (FinNLP), the 5th Knowledge Discovery from Unstructured Data in Financial Services (KDF), and The 4th Workshop on Economics and Natural Language Processing (ECONLP) In conjunction with LREC-COLING-2024

Piecing Together Clues: A Benchmark for Evaluating the Detective Skills of Large Language Models

Zhouhong Gu, Lin Zhang, Jiangjie Chen, Haoning Ye, Xiaoxuan Zhu, Zihan Li, Zheyu Ye, Yan Gao, Yao Hu, Yanghua Xiao, Hongwei Feng

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

LHMKE: A Large-scale Holistic Multi-subject Knowledge Evaluation Benchmark for Chinese Large Language Models

Chuang Liu, Renren Jin, Yuqi Ren, Deyi Xiong

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 LREC-COLING 2024

BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models

Zican Dong, Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen

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

Comments Accepted for the Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING) 2024

BenLLMEval: A Comprehensive Evaluation into the Potentials and Pitfalls of Large Language Models on Bengali NLP

Mohsinul Kabir, Mohammed Saidul Islam, Md Tahmid Rahman Laskar, Mir Tafseer Nayeem, M Saiful Bari, Enamul Hoque

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 LREC-COLING 2024. The first two authors contributed equally

Welcome Your New AI Teammate: On Safety Analysis by Leashing Large Language Models

Ali Nouri, Beatriz Cabrero-Daniel, Fredrik Törner, Hȧkan Sivencrona, Christian Berger

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

Comments Accepted in CAIN 2024, 6 pages, 1 figure

Towards Personalized Evaluation of Large Language Models with An Anonymous Crowd-Sourcing Platform

Mingyue Cheng, Hao Zhang, Jiqian Yang, Qi Liu, Li Li, Xin Huang, Liwei Song, Zhi Li, Zhenya Huang, Enhong Chen

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

AC-EVAL: Evaluating Ancient Chinese Language Understanding in Large Language Models

Yuting Wei, Yuanxing Xu, Xinru Wei, Simin Yang, Yangfu Zhu, Yuqing Li, Di Liu, Bin Wu

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

LM4OPT: Unveiling the Potential of Large Language Models in Formulating Mathematical Optimization Problems

Tasnim Ahmed, Salimur Choudhury

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

Exploring Multimodal Large Language Models for Radiology Report Error-checking

Jinge Wu, Yunsoo Kim, Eva C. Keller, Jamie Chow, Adam P. Levine, Nikolas Pontikos, Zina Ibrahim, Paul Taylor, Michelle C. Williams, Honghan Wu

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

Exploring the Efficacy of Large Language Models in Summarizing Mental Health Counseling Sessions: A Benchmark Study

Prottay Kumar Adhikary, Aseem Srivastava, Shivani Kumar, Salam Michael Singh, Puneet Manuja, Jini K Gopinath, Vijay Krishnan, Swati Kedia, Koushik Sinha Deb, Tanmoy Chakraborty

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

Random Silicon Sampling: Simulating Human Sub-Population Opinion Using a Large Language Model Based on Group-Level Demographic Information

Seungjong Sun, Eungu Lee, Dongyan Nan, Xiangying Zhao, Wonbyung Lee, Bernard J. Jansen, Jang Hyun Kim

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

Comments 25 pages, 4 figures, 19 Tables

A Survey of Large Language Models in Cybersecurity

Gabriel de Jesus Coelho da Silva, Carlos Becker Westphall

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