语言大模型 / LLM

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

How Personality Traits Influence Negotiation Outcomes? A Simulation based on Large Language Models

Yin Jou Huang, Rafik Hadfi

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 Findings of EMNLP 2024

Conceptual Engineering Using Large Language Models

Bradley P. Allen

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 22 pages, 2 figures, to appear in Vincent C. Müller, Aliya R. Dewey, Leonard Dung & Guido Löhr (eds.), Philosophy of Artificial Intelligence: The State of the Art. Berlin: SpringerNature (forthcoming), for associated code and data see https://github.com/bradleypallen/zero-shot-classifiers-for-conceptual-engineering

Multi-round jailbreak attack on large language models

Yihua Zhou, Xiaochuan Shi

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 It is not fully completed

Rewriting Conversational Utterances with Instructed Large Language Models

Elnara Galimzhanova, Cristina Ioana Muntean, Franco Maria Nardini, Raffaele Perego, Guido Rocchietti

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

Journal ref 2023 IEEE/WIC International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)

FlakyFix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair

Sakina Fatima, Hadi Hemmati, Lionel Briand

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 26 pages, 20 Figures

Journal ref IEEE Transactions on Software Engineering (TSE) (2024) 1-26

Are Large Language Models In-Context Personalized Summarizers? Get an iCOPERNICUS Test Done!

Divya Patel, Pathik Patel, Ankush Chander, Sourish Dasgupta, Tanmoy Chakraborty

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

'Simulacrum of Stories': Examining Large Language Models as Qualitative Research Participants

Shivani Kapania, William Agnew, Motahhare Eslami, Hoda Heidari, Sarah Fox

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

In-Context Symbolic Regression: Leveraging Large Language Models for Function Discovery

Matteo Merler, Katsiaryna Haitsiukevich, Nicola Dainese, Pekka Marttinen

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

Comments 18 pages, 11 figures

Journal ref ACL Student Research Workshop 2024

Large language models and linguistic intentionality

Jumbly Grindrod

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 Synthese, Vol. 204: 71 (2024)

STLLM-DF: A Spatial-Temporal Large Language Model with Diffusion for Enhanced Multi-Mode Traffic System Forecasting

Zhiqi Shao, Haoning Xi, Haohui Lu, Ze Wang, Michael G. H. Bell, Junbin Gao

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 26 pages, 11 figures