语言大模型 / LLM

Localized Cultural Knowledge is Conserved and Controllable in Large Language Models

Veniamin Veselovsky, Berke Argin, Benedikt Stroebl, Chris Wendler, Robert West, James Evans, Thomas L. Griffiths, Arvind Narayanan

专题命中 其他LLM ：large language model(title)；language model(title)；LLM(abstract)；prompting(abstract)

Fast-Slow-Thinking: Complex Task Solving with Large Language Models

Yiliu Sun, Yanfang Zhang, Zicheng Zhao, Sheng Wan, Dacheng Tao, Chen Gong

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

Comments 37 pages, 7 figures

"Moralized" Multi-Step Jailbreak Prompts: Black-Box Testing of Guardrails in Large Language Models for Verbal Attacks

Libo Wang

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

Comments This paper has been submitted to Nature Machine Intelligence and OpenReview preprints. It has 7 pages of text, 3 figures, and 3 tables

Large Language Models are Biased Because They Are Large Language Models

Philip Resnik

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

Comments To appear in Computational Linguistics. Significantly revised since the prior arXiv version. This preprint has 22 pages

Prompt Selection Matters: Enhancing Text Annotations for Social Sciences with Large Language Models

Louis Abraham, Charles Arnal, Antoine Marie

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

Enhancing Large Language Models with Pseudo- and Multisource- Knowledge Graphs for Open-ended Question Answering

Jiaxiang Liu, Tong Zhou, Yubo Chen, Kang Liu, Jun Zhao

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

Transforming Tuberculosis Care: Optimizing Large Language Models For Enhanced Clinician-Patient Communication

Daniil Filienko, Mahek Nizar, Javier Roberti, Denise Galdamez, Haroon Jakher, Sarah Iribarren, Weichao Yuwen, Martine De Cock

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

Comments GenAI4Health at AAAI-25

Speed and Conversational Large Language Models: Not All Is About Tokens per Second

Javier Conde, Miguel González, Pedro Reviriego, Zhen Gao, Shanshan Liu, Fabrizio Lombardi

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

Journal ref Computer (Volume: 57, Issue: 8, August 2024)

MMRAG: Multi-Mode Retrieval-Augmented Generation with Large Language Models for Biomedical In-Context Learning

Zaifu Zhan, Jun Wang, Shuang Zhou, Jiawen Deng, Rui Zhang

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

Comments Submitted to JAMIA

Large language models streamline automated systematic review: A preliminary study

Xi Chen, Xue Zhang

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

Comments 25 pages, 9 figures

CCJA: Context-Coherent Jailbreak Attack for Aligned Large Language Models

Guanghao Zhou, Panjia Qiu, Mingyuan Fan, Cen Chen, Mingyuan Chu, Xin Zhang, Jun Zhou

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

U-shaped and Inverted-U Scaling behind Emergent Abilities of Large Language Models

Tung-Yu Wu, Pei-Yu Lo

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

Comments accepted to ICLR 2025

Limits of Large Language Models in Debating Humans

James Flamino, Mohammed Shahid Modi, Boleslaw K. Szymanski, Brendan Cross, Colton Mikolajczyk

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

Comments 23 pages, 4 figures, 3 tables, 42 pages of supplemental materials, 9 supplemental figures, 24 supplemental tables

Natural Language Counterfactual Explanations for Graphs Using Large Language Models

Flavio Giorgi, Cesare Campagnano, Fabrizio Silvestri, Gabriele Tolomei

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

Large Language Models Can Better Understand Knowledge Graphs Than We Thought

Xinbang Dai, Yuncheng Hua, Tongtong Wu, Yang Sheng, Qiu Ji, Guilin Qi

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

Comments 24 pages

MERaLiON-TextLLM: Cross-Lingual Understanding of Large Language Models in Chinese, Indonesian, Malay, and Singlish

Xin Huang, Tarun Kumar Vangani, Minh Duc Pham, Xunlong Zou, Bin Wang, Zhengyuan Liu, Ai Ti Aw

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

Disjoint Processing Mechanisms of Hierarchical and Linear Grammars in Large Language Models

Aruna Sankaranarayanan, Dylan Hadfield-Menell, Aaron Mueller

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

Enhancing Exploratory Learning through Exploratory Search with the Emergence of Large Language Models

Yiming Luo, Patrick Cheong-Iao Pang, Shanton Chang

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

Comments 11 pages, 7 figures Accpted by HICSS 2024

Exploring the Implicit Semantic Ability of Multimodal Large Language Models: A Pilot Study on Entity Set Expansion

Hebin Wang, Yangning Li, Yinghui Li, Hai-Tao Zheng, Wenhao Jiang, Hong-Gee Kim

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

Comments ICASSP 2025

SAM4MLLM: Enhance Multi-Modal Large Language Model for Referring Expression Segmentation

Yi-Chia Chen, Wei-Hua Li, Cheng Sun, Yu-Chiang Frank Wang, Chu-Song Chen

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

Comments ECCV 2024

Observing Micromotives and Macrobehavior of Large Language Models

Yuyang Cheng, Xingwei Qu, Tomas Goldsack, Chenghua Lin, Chung-Chi Chen

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

Can Multimodal Large Language Models Truly Perform Multimodal In-Context Learning?

Shuo Chen, Zhen Han, Bailan He, Jianzhe Liu, Mark Buckley, Yao Qin, Philip Torr, Volker Tresp, Jindong Gu

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

Comments accepted by WACV2025

Agent AI with LangGraph: A Modular Framework for Enhancing Machine Translation Using Large Language Models

Jialin Wang, Zhihua Duan

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

Analyzing Nobel Prize Literature with Large Language Models

Zhenyuan Yang, Zhengliang Liu, Jing Zhang, Cen Lu, Jiaxin Tai, Tianyang Zhong, Yiwei Li, Siyan Zhao, Teng Yao, Qing Liu, Jinlin Yang, Qixin Liu, Zhaowei Li, Kexin Wang, Longjun Ma, Dajiang Zhu, Yudan Ren, Bao Ge, Wei Zhang, Ning Qiang, Tuo Zhang, Tianming Liu

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

AlignGPT: Multi-modal Large Language Models with Adaptive Alignment Capability

Fei Zhao, Taotian Pang, Chunhui Li, Zhen Wu, Junjie Guo, Shangyu Xing, Xinyu Dai

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

Existential Conversations with Large Language Models: Content, Community, and Culture

Murray Shanahan, Beth Singler

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

ZeFaV: Boosting Large Language Models for Zero-shot Fact Verification

Son T. Luu, Hiep Nguyen, Trung Vo, Le-Minh Nguyen

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

Comments This pre-print has been published in PRICAI 2024: Trends in Artificial Intelligence. The published version is available at https://doi.org/10.1007/978-981-96-0119-6_28

The Dark Patterns of Personalized Persuasion in Large Language Models: Exposing Persuasive Linguistic Features for Big Five Personality Traits in LLMs Responses

Wiktoria Mieleszczenko-Kowszewicz, Dawid Płudowski, Filip Kołodziejczyk, Jakub Świstak, Julian Sienkiewicz, Przemysław Biecek

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

Comments 31 pages

Speak Out of Turn: Safety Vulnerability of Large Language Models in Multi-turn Dialogue

Zhenhong Zhou, Jiuyang Xiang, Haopeng Chen, Quan Liu, Zherui Li, Sen Su

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

Comments working in progress 23pages, 18 figures

Large Language Models and the Rationalist Empiricist Debate

David King

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