语言大模型 / LLM

Agreeing to Interact in Human-Robot Interaction using Large Language Models and Vision Language Models

Kazuhiro Sasabuchi, Naoki Wake, Atsushi Kanehira, Jun Takamatsu, Katsushi Ikeuchi

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

ConSCompF: Consistency-focused Similarity Comparison Framework for Generative Large Language Models

Alexey Karev, Dong Xu

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

Journal ref Journal of Artificial Intelligence Research 82 (2025) 1325-1347

HInter: Exposing Hidden Intersectional Bias in Large Language Models

Badr Souani, Ezekiel Soremekun, Mike Papadakis, Setsuko Yokoyama, Sudipta Chattopadhyay, Yves Le Traon

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

TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents

Geon Lee, Wenchao Yu, Kijung Shin, Wei Cheng, Haifeng Chen

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

Comments AAAI 2025

Measuring Human and AI Values Based on Generative Psychometrics with Large Language Models

Haoran Ye, Yuhang Xie, Yuanyi Ren, Hanjun Fang, Xin Zhang, Guojie Song

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

Comments Accepted at AAAI 2025

Dataverse: Open-Source ETL (Extract, Transform, Load) Pipeline for Large Language Models

Hyunbyung Park, Sukyung Lee, Gyoungjin Gim, Yungi Kim, Dahyun Kim, Chanjun Park

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

Comments Accepted to NAACL 2025 Demo

To Ensemble or Not: Assessing Majority Voting Strategies for Phishing Detection with Large Language Models

Fouad Trad, Ali Chehab

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

Comments Accepted in 4th International Conference on Intelligent Systems and Pattern Recognition (ISPR24)

Mapping and Influencing the Political Ideology of Large Language Models using Synthetic Personas

Pietro Bernardelle, Leon Fröhling, Stefano Civelli, Riccardo Lunardi, Kevin Roitero, Gianluca Demartini

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

Comments Companion Proceedings of the ACM Web Conference 2025 (WWW Companion'25)

CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language Models

Zhenhong Zhou, Zherui Li, Jie Zhang, Yuanhe Zhang, Kun Wang, Yang Liu, Qing Guo

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

Complex Ontology Matching with Large Language Model Embeddings

Guilherme Sousa, Rinaldo Lima, Cassia Trojahn

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

Atoxia: Red-teaming Large Language Models with Target Toxic Answers

Yuhao Du, Zhuo Li, Pengyu Cheng, Xiang Wan, Anningzhe Gao

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

Comments Accepted to Findings of NAACL-2025

Mind What You Ask For: Emotional and Rational Faces of Persuasion by Large Language Models

Wiktoria Mieleszczenko-Kowszewicz, Beata Bajcar, Jolanta Babiak, Berenika Dyczek, Jakub Świstak, Przemysław Biecek

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

GroverGPT: A Large Language Model with 8 Billion Parameters for Quantum Searching

Haoran Wang, Pingzhi Li, Min Chen, Jinglei Cheng, Junyu Liu, Tianlong Chen

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

Comments 12 pages including appendices. v2, v3, v4: Add more experiments include ablation tests. Fix the terminology about infidelity. Add more benchmarks including Llama-3.2-3B and DeepSeek-v2-Lite

The Adoption and Efficacy of Large Language Models: Evidence From Consumer Complaints in the Financial Industry

Minkyu Shin, Jin Kim, Jiwoong Shin

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

Learning vs Retrieval: The Role of In-Context Examples in Regression with Large Language Models

Aliakbar Nafar, Kristen Brent Venable, Parisa Kordjamshidi

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

Large Language Model-Enhanced Multi-Armed Bandits

Jiahang Sun, Zhiyong Wang, Runhan Yang, Chenjun Xiao, John C. S. Lui, Zhongxiang Dai

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

Comments Preprint

Large Language Models Reflect the Ideology of their Creators

Maarten Buyl, Alexander Rogiers, Sander Noels, Guillaume Bied, Iris Dominguez-Catena, Edith Heiter, Iman Johary, Alexandru-Cristian Mara, Raphaël Romero, Jefrey Lijffijt, Tijl De Bie

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

From Critique to Clarity: A Pathway to Faithful and Personalized Code Explanations with Large Language Models

Zexing Xu, Zhuang Luo, Yichuan Li, Kyumin Lee, S. Rasoul Etesami

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

Large Language Model is Secretly a Protein Sequence Optimizer

Yinkai Wang, Jiaxing He, Yuanqi Du, Xiaohui Chen, Jianan Canal Li, Li-Ping Liu, Xiaolin Xu, Soha Hassoun

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

Comments Preprint

CALM: Curiosity-Driven Auditing for Large Language Models

Xiang Zheng, Longxiang Wang, Yi Liu, Xingjun Ma, Chao Shen, Cong Wang

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

Comments Accepted by AAAI 2025 AI Alignment Track

Large Language Models have Intrinsic Self-Correction Ability

Dancheng Liu, Amir Nassereldine, Ziming Yang, Chenhui Xu, Yuting Hu, Jiajie Li, Utkarsh Kumar, Changjae Lee, Ruiyang Qin, Yiyu Shi, Jinjun Xiong

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

Comments in submission

HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding

Rihui Jin, Yu Li, Guilin Qi, Nan Hu, Yuan-Fang Li, Jiaoyan Chen, Jianan Wang, Yongrui Chen, Dehai Min, Sheng Bi

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

Comments AAAI 2025

Unveiling Performance Challenges of Large Language Models in Low-Resource Healthcare: A Demographic Fairness Perspective

Yue Zhou, Barbara Di Eugenio, Lu Cheng

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

Comments Accepted to the main conference of COLING 2025

A Primer on Large Language Models and their Limitations

Sandra Johnson, David Hyland-Wood

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

Comments 33 pages, 19 figures

Improved Large Language Model Jailbreak Detection via Pretrained Embeddings

Erick Galinkin, Martin Sablotny

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

Comments Submitted to AICS 2025: https://aics.site

Integrating Large Language Models and Knowledge Graphs for Extraction and Validation of Textual Test Data

Antonio De Santis, Marco Balduini, Federico De Santis, Andrea Proia, Arsenio Leo, Marco Brambilla, Emanuele Della Valle

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

Comments Paper Accepted at ISWC 2024 In-Use Track

Journal ref ISWC 2024

Knowledge Graphs, Large Language Models, and Hallucinations: An NLP Perspective

Ernests Lavrinovics, Russa Biswas, Johannes Bjerva, Katja Hose

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

Comments 7 pages, 2 Figures, 1 Table

DROJ: A Prompt-Driven Attack against Large Language Models

Leyang Hu, Boran Wang

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

Target-driven Attack for Large Language Models

Chong Zhang, Mingyu Jin, Dong Shu, Taowen Wang, Dongfang Liu, Xiaobo Jin

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

Comments 12 pages, 7 figures. This work is an extension of the arXiv:2404.07234 work. We propose new methods. 27th European Conference on Artificial Intelligence 2024

Gradient Boosting Trees and Large Language Models for Tabular Data Few-Shot Learning

Carlos Huertas

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

Comments FedCSIS 2024 - Data Mining Competition - 1st Place Winner