语言大模型 / LLM

AGENT: An Aerial Vehicle Generation and Design Tool Using Large Language Models

Colin Samplawski, Adam D. Cobb, Susmit Jha

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

Efficient Evaluation of Large Language Models via Collaborative Filtering

Xu-Xiang Zhong, Chao Yi, Han-Jia Ye

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

Metamorphic Testing for Fairness Evaluation in Large Language Models: Identifying Intersectional Bias in LLaMA and GPT

Harishwar Reddy, Madhusudan Srinivasan, Upulee Kanewala

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

A Flexible Large Language Models Guardrail Development Methodology Applied to Off-Topic Prompt Detection

Gabriel Chua, Shing Yee Chan, Shaun Khoo

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

Comments 8 pages, 5 figures

Rank-Then-Score: Enhancing Large Language Models for Automated Essay Scoring

Yida Cai, Kun Liang, Sanwoo Lee, Qinghan Wang, Yunfang Wu

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

Comments 17 pages

On the Impact of Language Nuances on Sentiment Analysis with Large Language Models: Paraphrasing, Sarcasm, and Emojis

Naman Bhargava, Mohammed I. Radaideh, O Hwang Kwon, Aditi Verma, Majdi I. Radaideh

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

Comments 21 pages, 10 Tables, 5 figures

Integrating Large Language Models with Human Expertise for Disease Detection in Electronic Health Records

Jie Pan, Seungwon Lee, Cheligeer Cheligeer, Elliot A. Martin, Kiarash Riazi, Hude Quan, Na Li

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

Assessing SPARQL capabilities of Large Language Models

Lars-Peter Meyer, Johannes Frey, Felix Brei, Natanael Arndt

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

Comments Peer reviewed and published at NLP4KGc @ Semantics 2024, see original publication at https://ceur-ws.org/Vol-3874/paper3.pdf . Updated Metadata

Journal ref CEUR-WS Vol.3874 (12/2024) 35-53

BEATS: Bias Evaluation and Assessment Test Suite for Large Language Models

Alok Abhishek, Lisa Erickson, Tushar Bandopadhyay

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

Comments 32 pages, 33 figures, preprint version

Prompt, Divide, and Conquer: Bypassing Large Language Model Safety Filters via Segmented and Distributed Prompt Processing

Johan Wahréus, Ahmed Hussain, Panos Papadimitratos

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

Comments 22 pages; 26 figures

MedHallBench: A New Benchmark for Assessing Hallucination in Medical Large Language Models

Kaiwen Zuo, Yirui Jiang

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

Comments Published to AAAI-25 Bridge Program

Controlling Large Language Model with Latent Actions

Chengxing Jia, Ziniu Li, Pengyuan Wang, Yi-Chen Li, Zhenyu Hou, Yuxiao Dong, Yang Yu

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

FLEX: A Benchmark for Evaluating Robustness of Fairness in Large Language Models

Dahyun Jung, Seungyoon Lee, Hyeonseok Moon, Chanjun Park, Heuiseok Lim

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

Comments Accepted to NAACL 2025 findings

A Survey of Large Language Model Agents for Question Answering

Murong Yue

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

An Empirical Study of the Role of Incompleteness and Ambiguity in Interactions with Large Language Models

Riya Naik, Ashwin Srinivasan, Estrid He, Swati Agarwal

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

ChatGPT or A Silent Everywhere Helper: A Survey of Large Language Models

Azim Akhtarshenas, Afshin Dini, Navid Ayoobi

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

Large Language Models: A Survey

Shervin Minaee, Tomas Mikolov, Narjes Nikzad, Meysam Chenaghlu, Richard Socher, Xavier Amatriain, Jianfeng Gao

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

Distributed LLMs and Multimodal Large Language Models: A Survey on Advances, Challenges, and Future Directions

Hadi Amini, Md Jueal Mia, Yasaman Saadati, Ahmed Imteaj, Seyedsina Nabavirazavi, Urmish Thakker, Md Zarif Hossain, Awal Ahmed Fime, S. S. Iyengar

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

From Divergence to Consensus: Evaluating the Role of Large Language Models in Facilitating Agreement through Adaptive Strategies

Loukas Triantafyllopoulos, Dimitris Kalles

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

Comments 32 pages, 5 figures, 4 tables

Language Model Council: Democratically Benchmarking Foundation Models on Highly Subjective Tasks

Justin Zhao, Flor Miriam Plaza-del-Arco, Benjamin Genchel, Amanda Cercas Curry

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

Evaluating the Process Modeling Abilities of Large Language Models -- Preliminary Foundations and Results

Peter Fettke, Constantin Houy

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

Comments 10 pages, 1 figure, submitted to 20th International Conference on Wirtschaftsinformatik 2025

PaCoST: Paired Confidence Significance Testing for Benchmark Contamination Detection in Large Language Models

Huixuan Zhang, Yun Lin, Xiaojun Wan

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

Comments Accepted by EMNLP 2024 Findings

MAP: Evaluation and Multi-Agent Enhancement of Large Language Models for Inpatient Pathways

Zhen Chen, Zhihao Peng, Xusheng Liang, Cheng Wang, Peigan Liang, Linsheng Zeng, Minjie Ju, Yixuan Yuan

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

A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications

Pranab Sahoo, Ayush Kumar Singh, Sriparna Saha, Vinija Jain, Samrat Mondal, Aman Chadha

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

Comments 12 pages, 2 figures

Review GIDE -- Restaurant Review Gastrointestinal Illness Detection and Extraction with Large Language Models

Timothy Laurence, Joshua Harris, Leo Loman, Amy Douglas, Yung-Wai Chan, Luke Hounsome, Lesley Larkin, Michael Borowitz

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

Comments 20 pages

Exploring the Word Sense Disambiguation Capabilities of Large Language Models

Pierpaolo Basile, Lucia Siciliani, Elio Musacchio, Giovanni Semeraro

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

Delusions of Large Language Models

Hongshen Xu, Zixv yang, Zichen Zhu, Kunyao Lan, Zihan Wang, Mengyue Wu, Ziwei Ji, Lu Chen, Pascale Fung, Kai Yu

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

Cyber for AI at SemEval-2025 Task 4: Forgotten but Not Lost: The Balancing Act of Selective Unlearning in Large Language Models

Dinesh Srivasthav P, Bala Mallikarjunarao Garlapati

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

RIDE: Enhancing Large Language Model Alignment through Restyled In-Context Learning Demonstration Exemplars

Yuncheng Hua, Lizhen Qu, Zhuang Li, Hao Xue, Flora D. Salim, Gholamreza Haffari

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

Comments 38 pages, 2 figures, 20 tables; The paper is under review in ARR

When Continue Learning Meets Multimodal Large Language Model: A Survey

Yukang Huo, Hao Tang

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

Comments 42 pages, 6 figures, 37 tables