语言大模型 / LLM - arXivDaily 专题

2502.15954 2025-02-25 cs.CL cs.AI 88%

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

2502.15702 2025-02-25 cs.IR cs.AI cs.CL 88%

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

2502.11379 2025-02-18 cs.CR cs.AI cs.CL 88%

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

2410.01692 2025-02-13 cs.AI cs.CL 88%

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

2402.06049 2025-02-04 cs.AI cs.CL cs.HC stat.AP 88%

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

2410.09295 2025-01-28 cs.AI cs.CL 88%

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

2402.11541 2025-01-24 cs.CL cs.AI 88%

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

2501.08335 2025-01-23 cs.CL cs.AI 88%

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

2501.08618 2025-01-16 cs.CL cs.AI 88%

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

2408.08894 2025-01-07 cs.IR cs.AI cs.CL 88%

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

2501.00330 2025-01-03 cs.CL cs.AI cs.IR 88%

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

2409.10542 2024-12-17 cs.AI cs.CL cs.CV 88%

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

2412.10428 2024-12-17 physics.soc-ph cs.AI cs.CL 88%

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

2311.18021 2024-12-10 cs.CV cs.AI cs.LG 88%

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

2412.03801 2024-12-06 cs.CL cs.AI 88%

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

2410.18142 2024-12-04 cs.CL cs.AI 88%

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

2405.14129 2024-11-26 cs.CL cs.AI cs.CV 88%

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

2411.13223 2024-11-21 cs.CY cs.AI cs.LG 88%

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

2411.11247 2024-11-19 cs.CL cs.AI 88%

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

2411.06008 2024-11-13 cs.CL cs.AI 88%

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

2402.17262 2024-10-31 cs.CL cs.AI 88%

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

2410.12895 2024-10-18 cs.CL cs.AI 88%

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

2406.18221 2024-10-17 cs.CL cs.AI 88%

Enhancing Data Privacy in Large Language Models through Private Association Editing

Davide Venditti, Elena Sofia Ruzzetti, Giancarlo A. Xompero, Cristina Giannone, Andrea Favalli, Raniero Romagnoli, Fabio Massimo Zanzotto

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

2410.08545 2024-10-14 cs.CL cs.AI 88%

Humanity in AI: Detecting the Personality of Large Language Models

Baohua Zhan, Yongyi Huang, Wenyao Cui, Huaping Zhang, Jianyun Shang

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

2406.17532 2024-10-11 cs.AI cs.CL cs.LO 88%

Can Large Language Models Understand DL-Lite Ontologies? An Empirical Study

Keyu Wang, Guilin Qi, Jiaqi Li, Songlin Zhai

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

2312.06149 2024-10-07 cs.CL cs.AI 88%

Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding

Lifu Tu, Semih Yavuz, Jin Qu, Jiacheng Xu, Rui Meng, Caiming Xiong, Yingbo Zhou

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

Comments EMNLP 2024 Main

2409.10146 2024-09-17 cs.CL cs.AI 88%

LLMs4OL 2024 Overview: The 1st Large Language Models for Ontology Learning Challenge

Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer

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

Comments 15 pages, 1 figure, Will appear in "The 1st LLMs4OL Challenge @ ISWC 2024" proceedings

2409.06107 2024-09-11 cs.CL cs.AI 88%

Doppelgänger's Watch: A Split Objective Approach to Large Language Models

Shervin Ghasemlou, Ashish Katiyar, Aparajita Saraf, Seungwhan Moon, Mangesh Pujari, Pinar Donmez, Babak Damavandi, Anuj Kumar

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

2409.03668 2024-09-10 cs.LG cs.CL 88%

A Fused Large Language Model for Predicting Startup Success

Abdurahman Maarouf, Stefan Feuerriegel, Nicolas Pröllochs

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

Journal ref European Journal of Operational Research (2024)

2408.16942 2024-09-02 cs.CL cs.AI 88%

A longitudinal sentiment analysis of Sinophobia during COVID-19 using large language models

Chen Wang, Rohitash Chandra

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

1. 其他LLM 12266 篇

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

Large language models streamline automated systematic review: A preliminary study

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

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

Limits of Large Language Models in Debating Humans

Natural Language Counterfactual Explanations for Graphs Using Large Language Models

Large Language Models Can Better Understand Knowledge Graphs Than We Thought

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

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

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

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

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

Observing Micromotives and Macrobehavior of Large Language Models

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

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

Analyzing Nobel Prize Literature with Large Language Models

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

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

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

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

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

Large Language Models and the Rationalist Empiricist Debate

Enhancing Data Privacy in Large Language Models through Private Association Editing

Humanity in AI: Detecting the Personality of Large Language Models

Can Large Language Models Understand DL-Lite Ontologies? An Empirical Study

Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding

LLMs4OL 2024 Overview: The 1st Large Language Models for Ontology Learning Challenge

Doppelgänger's Watch: A Split Objective Approach to Large Language Models

A Fused Large Language Model for Predicting Startup Success

A longitudinal sentiment analysis of Sinophobia during COVID-19 using large language models