语言大模型 / LLM

Large Language Models Are Active Critics in NLG Evaluation

Shuying Xu, Junjie Hu, Ming Jiang

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

PlagBench: Exploring the Duality of Large Language Models in Plagiarism Generation and Detection

Jooyoung Lee, Toshini Agrawal, Adaku Uchendu, Thai Le, Jinghui Chen, Dongwon Lee

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

Comments This is a camera-ready version of NAACL 2025

Co-designing Large Language Model Tools for Project-Based Learning with K12 Educators

Prerna Ravi, John Masla, Gisella Kakoti, Grace Lin, Emma Anderson, Matt Taylor, Anastasia Ostrowski, Cynthia Breazeal, Eric Klopfer, Hal Abelson

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

Comments 25 pages

Journal ref CHI Conference on Human Factors in Computing Systems (CHI '25), April 26-May 01, 2025, Yokohama, Japan. ACM, New York, NY, USA

Evaluating and Improving Graph to Text Generation with Large Language Models

Jie He, Yijun Yang, Wanqiu Long, Deyi Xiong, Victor Gutierrez-Basulto, Jeff Z. Pan

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

Comments NAACL 2025

A Systematic Review on the Evaluation of Large Language Models in Theory of Mind Tasks

Karahan Sarıtaş, Kıvanç Tezören, Yavuz Durmazkeser

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

Mitigating Social Bias in Large Language Models: A Multi-Objective Approach within a Multi-Agent Framework

Zhenjie Xu, Wenqing Chen, Yi Tang, Xuanying Li, Cheng Hu, Zhixuan Chu, Kui Ren, Zibin Zheng, Zhichao Lu

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

Comments This work has been accepted at The 39th Annual AAAI Conference on Artificial Intelligence (AAAI-2025)

Know Your Limits: A Survey of Abstention in Large Language Models

Bingbing Wen, Jihan Yao, Shangbin Feng, Chenjun Xu, Yulia Tsvetkov, Bill Howe, Lucy Lu Wang

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

Comments TACL 2024

TOKON: TOKenization-Optimized Normalization for time series analysis with a large language model

Janghoon Yang

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

UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models

Yuzhe Yang, Yifei Zhang, Yan Hu, Yilin Guo, Ruoli Gan, Yueru He, Mingcong Lei, Xiao Zhang, Haining Wang, Qianqian Xie, Jimin Huang, Honghai Yu, Benyou Wang

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

A Systematic Approach for Assessing Large Language Models' Test Case Generation Capability

Hung-Fu Chang, Mohammad Shokrolah Shirazi

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

Comments 17 pages, 9 figures

"Not Aligned" is Not "Malicious": Being Careful about Hallucinations of Large Language Models' Jailbreak

Lingrui Mei, Shenghua Liu, Yiwei Wang, Baolong Bi, Jiayi Mao, Xueqi Cheng

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

Comments COLING 2025

Survey and Improvement Strategies for Gene Prioritization with Large Language Models

Matthew Neeley, Guantong Qi, Guanchu Wang, Ruixiang Tang, Dongxue Mao, Chaozhong Liu, Sasidhar Pasupuleti, Bo Yuan, Fan Xia, Pengfei Liu, Zhandong Liu, Xia Hu

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

Comments 11 pages, 4 figures, 10 pages of supplementary figures

Simulation Streams: A Programming Paradigm for Controlling Large Language Models and Building Complex Systems with Generative AI

Peter Sunehag, Joel Z. Leibo

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

Comments Technical report accompanying the release of code on GitHub

Normative Evaluation of Large Language Models with Everyday Moral Dilemmas

Pratik S. Sachdeva, Tom van Nuenen

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

Automated Assignment Grading with Large Language Models: Insights From a Bioinformatics Course

Pavlin G. Poličar, Martin Špendl, Tomaž Curk, Blaž Zupan

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

A Survey of Large Language Model-Based Generative AI for Text-to-SQL: Benchmarks, Applications, Use Cases, and Challenges

Aditi Singh, Akash Shetty, 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)；LLM(abstract)；分类 cs.AI

OnionEval: An Unified Evaluation of Fact-conflicting Hallucination for Small-Large Language Models

Chongren Sun, Yuran Li, Di Wu, Benoit Boulet

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

Grammar-based Game Description Generation using Large Language Models

Tsunehiko Tanaka, Edgar Simo-Serra

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

Comments Accepted for publication at the IEEE Transactions on Games

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

Towards Advancing Code Generation with Large Language Models: A Research Roadmap

Haolin Jin, Huaming Chen, Qinghua Lu, Liming Zhu

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

A Survey of Research in Large Language Models for Electronic Design Automation

Jingyu Pan, Guanglei Zhou, Chen-Chia Chang, Isaac Jacobson, Jiang Hu, Yiran Chen

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

Comments 21 pages, 2 figures, 3 tables, accepted by TODAES

A Driver Advisory System Based on Large Language Model for High-speed Train

Y. C. Luo, J. Xun, W. Wang, R. Z. Zhang, Z. C. Zhao

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

Comments 18 pages, 7 figures, presented at 104th TRB Annual Meeting

Investigating Large Language Models in Inferring Personality Traits from User Conversations

Jianfeng Zhu, Ruoming Jin, Karin G. Coifman

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

Comments 13 pages, 5 figures

Large Language Models for Bioinformatics

Wei Ruan, Yanjun Lyu, Jing Zhang, Jiazhang Cai, Peng Shu, Yang Ge, Yao Lu, Shang Gao, Yue Wang, Peilong Wang, Lin Zhao, Tao Wang, Yufang Liu, Luyang Fang, Ziyu Liu, Zhengliang Liu, Yiwei Li, Zihao Wu, Junhao Chen, Hanqi Jiang, Yi Pan, Zhenyuan Yang, Jingyuan Chen, Shizhe Liang, Wei Zhang, Terry Ma, Yuan Dou, Jianli Zhang, Xinyu Gong, Qi Gan, Yusong Zou, Zebang Chen, Yuanxin Qian, Shuo Yu, Jin Lu, Kenan Song, Xianqiao Wang, Andrea Sikora, Gang Li, Xiang Li, Quanzheng Li, Yingfeng Wang, Lu Zhang, Yohannes Abate, Lifang He, Wenxuan Zhong, Rongjie Liu, Chao Huang, Wei Liu, Ye Shen, Ping Ma, Hongtu Zhu, Yajun Yan, Dajiang Zhu, Tianming Liu

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

Comments 64 pages, 1 figure

A Survey of Large Language Models in Finance (FinLLMs)

Jean Lee, Nicholas Stevens, Soyeon Caren Han, Minseok Song

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

Comments More information on https://github.com/adlnlp/FinLLMs

Investigating Numerical Translation with Large Language Models

Wei Tang, Jiawei Yu, Yuang Li, Yanqing Zhao, Weidong Zhang, Wei Feng, Min Zhang, Hao Yang

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

Comments Accepted by ICASSP 2025

DiarizationLM: Speaker Diarization Post-Processing with Large Language Models

Quan Wang, Yiling Huang, Guanlong Zhao, Evan Clark, Wei Xia, Hank Liao

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

Journal ref Proc. Interspeech 2024, 3754-3758 (2024)

Applying Large Language Models in Knowledge Graph-based Enterprise Modeling: Challenges and Opportunities

Benedikt Reitemeyer, Hans-Georg Fill

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

Distilling Desired Comments for Enhanced Code Review with Large Language Models

Yongda Yu, Lei Zhang, Guoping Rong, Haifeng Shen, Jiahao Zhang, Haoxiang Yan, Guohao Shi, Dong Shao, Ruiqi Pan, Yuan Li, Qiushi Wang, Zhao Tian

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

Comments 12 pages, 9 figures

Leveraging Large Language Models to Detect npm Malicious Packages

Nusrat Zahan, Philipp Burckhardt, Mikola Lysenko, Feross Aboukhadijeh, Laurie Williams

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

Comments 13 pages, 2 Figure, 6 tables

Does a Large Language Model Really Speak in Human-Like Language?

Mose Park, Yunjin Choi, Jong-June Jeon

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