语言大模型 / LLM

From Text to Talent: A Pipeline for Extracting Insights from Candidate Profiles

Paolo Frazzetto, Muhammad Uzair Ul Haq, Flavia Fabris, Alessandro Sperduti

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Comments ITADATA 2024

LogLLaMA: Transformer-based log anomaly detection with LLaMA

Zhuoyi Yang, Ian G. Harris

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Comments 8 pages, 5 figures

MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG

Pingyu Wu, Daiheng Gao, Jing Tang, Huimin Chen, Wenbo Zhou, Weiming Zhang, Nenghai Yu

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments NAACL 2025

Why LLMs Cannot Think and How to Fix It

Marius Jahrens, Thomas Martinetz

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Comments Original conference submission for neurips 2024

AI Conversational Interviewing: Transforming Surveys with LLMs as Adaptive Interviewers

Alexander Wuttke, Matthias Aßenmacher, Christopher Klamm, Max M. Lang, Quirin Würschinger, Frauke Kreuter

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Journal ref LaTeCH-CLfL2025

Generative Artificial Intelligence: Evolving Technology, Growing Societal Impact, and Opportunities for Information Systems Research

Veda C. Storey, Wei Thoo Yue, J. Leon Zhao, Roman Lukyanenko

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

What I cannot execute, I do not understand: Training and Evaluating LLMs on Program Execution Traces

Jordi Armengol-Estapé, Quentin Carbonneaux, Tianjun Zhang, Aram H. Markosyan, Volker Seeker, Chris Cummins, Melanie Kambadur, Michael F. P. O'Boyle, Sida Wang, Gabriel Synnaeve, Hugh James Leather

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Solving Word-Sense Disambiguation and Word-Sense Induction with Dictionary Examples

Tadej Škvorc, Marko Robnik-Šikonja

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 12 pages, 1 figure

The Illusion of State in State-Space Models

William Merrill, Jackson Petty, Ashish Sabharwal

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Comments To appear at ICML 2024. 9 pages + appendices

Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders

Min Shi, Fuxiao Liu, Shihao Wang, Shijia Liao, Subhashree Radhakrishnan, Yilin Zhao, De-An Huang, Hongxu Yin, Karan Sapra, Yaser Yacoob, Humphrey Shi, Bryan Catanzaro, Andrew Tao, Jan Kautz, Zhiding Yu, Guilin Liu

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments Github: https://github.com/NVlabs/Eagle, HuggingFace: https://huggingface.co/NVEagle

Adaptive Keyframe Sampling for Long Video Understanding

Xi Tang, Jihao Qiu, Lingxi Xie, Yunjie Tian, Jianbin Jiao, Qixiang Ye

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments CVPR2025

Knowledge Localization: Mission Not Accomplished? Enter Query Localization!

Yuheng Chen, Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments ICLR 2025 Spotlight

MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs

Jiarui Zhang, Mahyar Khayatkhoei, Prateek Chhikara, Filip Ilievski

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Published as a conference paper at ICLR 2025. Code at: https://github.com/saccharomycetes/mllms_know

Towards Auto-Regressive Next-Token Prediction: In-Context Learning Emerges from Generalization

Zixuan Gong, Xiaolin Hu, Huayi Tang, Yong Liu

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Comments Published at ICLR 2025

CharacterGPT: A Persona Reconstruction Framework for Role-Playing Agents

Jeiyoon Park, Chanjun Park, Heuiseok Lim

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments NAACL 2025 Industry Track (Oral)

AIDE: AI-Driven Exploration in the Space of Code

Zhengyao Jiang, Dominik Schmidt, Dhruv Srikanth, Dixing Xu, Ian Kaplan, Deniss Jacenko, Yuxiang Wu

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Understanding and Rectifying Safety Perception Distortion in VLMs

Xiaohan Zou, Jian Kang, George Kesidis, Lu Lin

专题命中 其他LLM ：LLM(abstract)；language model(abstract)；分类 cs.CL、cs.LG

ALGEN: Few-shot Inversion Attacks on Textual Embeddings using Alignment and Generation

Yiyi Chen, Qiongkai Xu, Johannes Bjerva

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 18 pages, 13 tables, 6 figures

Learning to Substitute Words with Model-based Score Ranking

Hongye Liu, Ricardo Henao

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted at NAACL 2025 (main, long)

LP-LM: No Hallucinations in Question Answering with Logic Programming

Katherine Wu, Yanhong A. Liu

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments In Proceedings ICLP 2024, arXiv:2502.08453

Journal ref EPTCS 416, 2025, pp. 69-77

One-shot Federated Learning Methods: A Practical Guide

Xiang Liu, Zhenheng Tang, Xia Li, Yijun Song, Sijie Ji, Zemin Liu, Bo Han, Linshan Jiang, Jialin Li

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments 10 pages, 1 figure

Self-Improving Transformers Overcome Easy-to-Hard and Length Generalization Challenges

Nayoung Lee, Ziyang Cai, Avi Schwarzschild, Kangwook Lee, Dimitris Papailiopoulos

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments Added references

Watermarking across Modalities for Content Tracing and Generative AI

Pierre Fernandez

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments PhD thesis - webpage available at https://pierrefdz.github.io/publications/phd-thesis

Avoiding spurious sharpness minimization broadens applicability of SAM

Sidak Pal Singh, Hossein Mobahi, Atish Agarwala, Yann Dauphin

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

DART: An AIGT Detector using AMR of Rephrased Text

Hyeonchu Park, Byungjun Kim, Bugeun Kim

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Presented in NAACL 2025

A Comprehensive Framework for Semantic Similarity Analysis of Human and AI-Generated Text Using Transformer Architectures and Ensemble Techniques

Lifu Gao, Ziwei Liu, Qi Zhang

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Is Open Source the Future of AI? A Data-Driven Approach

Domen Vake, Bogdan Šinik, Jernej Vičič, Aleksandar Tošić

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Learning Personalized Decision Support Policies

Umang Bhatt, Valerie Chen, Katherine M. Collins, Parameswaran Kamalaruban, Emma Kallina, Adrian Weller, Ameet Talwalkar

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments AAAI 2025

Watching the AI Watchdogs: A Fairness and Robustness Analysis of AI Safety Moderation Classifiers

Akshit Achara, Anshuman Chhabra

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted to NAACL 2025 Main Conference

Toyteller: AI-powered Visual Storytelling Through Toy-Playing with Character Symbols

John Joon Young Chung, Melissa Roemmele, Max Kreminski

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted to CHI2025