语言大模型 / LLM - arXivDaily 专题

2412.14093 2024-12-23 cs.AI cs.CL cs.LG 89%

Alignment faking in large language models

Ryan Greenblatt, Carson Denison, Benjamin Wright, Fabien Roger, Monte MacDiarmid, Sam Marks, Johannes Treutlein, Tim Belonax, Jack Chen, David Duvenaud, Akbir Khan, Julian Michael, Sören Mindermann, Ethan Perez, Linda Petrini, Jonathan Uesato, Jared Kaplan, Buck Shlegeris, Samuel R. Bowman, Evan Hubinger

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2412.12581 2024-12-23 cs.HC 89%

Understanding Emotional Body Expressions via Large Language Models

Haifeng Lu, Jiuyi Chen, Feng Liang, Mingkui Tan, Runhao Zeng, Xiping Hu

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments Accepted by AAAI 2025

2412.02980 2024-12-11 cs.LG cs.AI cs.CL 89%

Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models

Alex Havrilla, Andrew Dai, Laura O'Mahony, Koen Oostermeijer, Vera Zisler, Alon Albalak, Fabrizio Milo, Sharath Chandra Raparthy, Kanishk Gandhi, Baber Abbasi, Duy Phung, Maia Iyer, Dakota Mahan, Chase Blagden, Srishti Gureja, Mohammed Hamdy, Wen-Ding Li, Giovanni Paolini, Pawan Sasanka Ammanamanchi, Elliot Meyerson

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2412.02775 2024-12-05 cs.CL cs.AI cs.LG 89%

Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training

H. Toprak Kesgin, M. Kaan Yuce, Eren Dogan, M. Egemen Uzun, Atahan Uz, Elif Ince, Yusuf Erdem, Osama Shbib, Ahmed Zeer, M. Fatih Amasyali

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments 2024 Innovations in Intelligent Systems and Applications Conference (ASYU)

Journal ref 2024 Innovations in Intelligent Systems and Applications Conference (ASYU) published in IEEE Xplore

2402.10946 2024-12-04 cs.CL cs.AI cs.LG 89%

CultureLLM: Incorporating Cultural Differences into Large Language Models

Cheng Li, Mengzhou Chen, Jindong Wang, Sunayana Sitaram, Xing Xie

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments NeurIPS 2024; Code is at https://github.com/Scarelette/CultureLLM

2411.10665 2024-11-19 cs.CR 89%

AutoIoT: Automated IoT Platform Using Large Language Models

Ye Cheng, Minghui Xu, Yue Zhang, Kun Li, Ruoxi Wang, Lian Yang

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 12 pages, 10 figures, 6 tables

2405.17815 2024-11-05 cs.CV 89%

Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model

Haogeng Liu, Quanzeng You, Xiaotian Han, Yongfei Liu, Huaibo Huang, Ran He, Hongxia Yang

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；pretraining(abstract)

2410.22182 2024-10-30 cs.IR 89%

Synthetic Data Generation with Large Language Models for Personalized Community Question Answering

Marco Braga, Pranav Kasela, Alessandro Raganato, Gabriella Pasi

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments Accepted in WI-IAT '24

2410.16973 2024-10-28 cs.CL cs.AI cs.LG 89%

Learning Mathematical Rules with Large Language Models

Antoine Gorceix, Bastien Le Chenadec, Ahmad Rammal, Nelson Vadori, Manuela Veloso

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments NeurIPS'24 MATH-AI, the 4th Workshop on Mathematical Reasoning and AI

2407.01300 2024-10-04 cs.CL cs.AI cs.LG 89%

Collaborative Performance Prediction for Large Language Models

Qiyuan Zhang, Fuyuan Lyu, Xue Liu, Chen Ma

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments In Proceedings of EMNLP 2024 Main Track

2405.20309 2024-10-03 cs.LG cs.AI cs.CL 89%

Large Language Models Can Self-Improve At Web Agent Tasks

Ajay Patel, Markus Hofmarcher, Claudiu Leoveanu-Condrei, Marius-Constantin Dinu, Chris Callison-Burch, Sepp Hochreiter

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2408.13450 2024-08-27 cs.HC 89%

vitaLITy 2: Reviewing Academic Literature Using Large Language Models

Hongye An, Arpit Narechania, Emily Wall, Kai Xu

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments 7 pages, 4 figures, NLVIZ Workshop 2024 (IEEE VIS 2024)

2406.16383 2024-08-01 cs.IR 89%

Context-augmented Retrieval: A Novel Framework for Fast Information Retrieval based Response Generation using Large Language Model

Sai Ganesh, Anupam Purwar, Gautam B

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments Because the dataset in which the model was trained upon wasn't consistent across different sections so it was preferred to delete this preprint

2403.13031 2024-07-25 cs.CR cs.AI cs.CL cs.LG 89%

RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content

Zhuowen Yuan, Zidi Xiong, Yi Zeng, Ning Yu, Ruoxi Jia, Dawn Song, Bo Li

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2312.03490 2024-07-02 eess.IV cs.CV 89%

PneumoLLM: Harnessing the Power of Large Language Model for Pneumoconiosis Diagnosis

Meiyue Song, Zhihua Yu, Jiaxin Wang, Jiarui Wang, Yuting Lu, Baicun Li, Xiaoxu Wang, Qinghua Huang, Zhijun Li, Nikolaos I. Kanellakis, Jiangfeng Liu, Jing Wang, Binglu Wang, Juntao Yang

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；pretraining(abstract)

Comments Medical Image Analysis

2406.17990 2024-06-27 cs.CL cs.AI cs.LG 89%

Explicit Diversity Conditions for Effective Question Answer Generation with Large Language Models

Vikas Yadav, Hyuk Joon Kwon, Vijay Srinivasan, Hongxia Jin

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Published at COLING 2024

2406.08246 2024-06-13 cs.CL cs.AI cs.LG 89%

Leveraging Large Language Models for Web Scraping

Aman Ahluwalia, Suhrud Wani

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2405.11196 2024-05-21 cs.SE 89%

Natural Is The Best: Model-Agnostic Code Simplification for Pre-trained Large Language Models

Yan Wang, Xiaoning Li, Tien Nguyen, Shaohua Wang, Chao Ni, Ling Ding

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2405.05990 2024-05-21 cs.CR cs.AI cs.CL cs.LG 89%

Special Characters Attack: Toward Scalable Training Data Extraction From Large Language Models

Yang Bai, Ge Pei, Jindong Gu, Yong Yang, Xingjun Ma

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2302.01215 2024-05-10 cs.CR 89%

Fixing Hardware Security Bugs with Large Language Models

Baleegh Ahmad, Shailja Thakur, Benjamin Tan, Ramesh Karri, Hammond Pearce

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2404.15236 2024-04-24 cs.SE 89%

Revisiting Unnaturalness for Automated Program Repair in the Era of Large Language Models

Aidan Z. H. Yang, Sophia Kolak, Vincent J. Hellendoorn, Ruben Martins, Claire Le Goues

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

2310.08879 2024-04-18 cs.SE 89%

A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair

Quanjun Zhang, Tongke Zhang, Juan Zhai, Chunrong Fang, Bowen Yu, Weisong Sun, Zhenyu Chen

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments add EvalGPTFix URL

2404.02650 2024-04-04 cs.LG cs.AI cs.CL 89%

Towards detecting unanticipated bias in Large Language Models

Anna Kruspe

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2403.13073 2024-03-21 cs.CY 89%

A Canary in the AI Coal Mine: American Jews May Be Disproportionately Harmed by Intellectual Property Dispossession in Large Language Model Training

Heila Precel, Allison McDonald, Brent Hecht, Nicholas Vincent

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments Preprint, to appear in CHI 2024 proceedings

2403.00758 2024-03-21 cs.CL cs.AI cs.LG 89%

Mitigating Reversal Curse in Large Language Models via Semantic-aware Permutation Training

Qingyan Guo, Rui Wang, Junliang Guo, Xu Tan, Jiang Bian, Yujiu Yang

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2403.07874 2024-03-13 cs.CV 89%

Beyond Text: Frozen Large Language Models in Visual Signal Comprehension

Lei Zhu, Fangyun Wei, Yanye Lu

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

Comments Accepted by CVPR 2024

2402.15313 2024-02-27 cs.CL cs.AI cs.LG 89%

ArabianGPT: Native Arabic GPT-based Large Language Model

Anis Koubaa, Adel Ammar, Lahouari Ghouti, Omar Najar, Serry Sibaee

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2402.03471 2024-02-07 cs.LG cs.AI cs.CL cs.IT math.IT 89%

The Information of Large Language Model Geometry

Zhiquan Tan, Chenghai Li, Weiran Huang

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2310.15140 2023-12-15 cs.CR cs.AI cs.CL cs.LG 89%

AutoDAN: Interpretable Gradient-Based Adversarial Attacks on Large Language Models

Sicheng Zhu, Ruiyi Zhang, Bang An, Gang Wu, Joe Barrow, Zichao Wang, Furong Huang, Ani Nenkova, Tong Sun

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Version 2 updates: Added comparison of three more evaluation methods and their reliability check using human labeling. Added results for jailbreaking Llama2 (individual behavior) and included complexity and hyperparameter analysis. Revised objectives for prompt leaking. Other minor changes made

2311.13778 2023-11-27 cond-mat.mtrl-sci 89%

Accurate Prediction of Experimental Band Gaps from Large Language Model-Based Data Extraction

Samuel J. Yang, Shutong Li, Subhashini Venugopalan, Vahe Tshitoyan, Muratahan Aykol, Amil Merchant, Ekin Dogus Cubuk, Gowoon Cheon

专题命中预训练与数据：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)

1. 预训练与数据 12353 篇

Alignment faking in large language models

Understanding Emotional Body Expressions via Large Language Models

Surveying the Effects of Quality, Diversity, and Complexity in Synthetic Data From Large Language Models

Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training

CultureLLM: Incorporating Cultural Differences into Large Language Models

AutoIoT: Automated IoT Platform Using Large Language Models

Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model

Synthetic Data Generation with Large Language Models for Personalized Community Question Answering

Learning Mathematical Rules with Large Language Models

Collaborative Performance Prediction for Large Language Models

Large Language Models Can Self-Improve At Web Agent Tasks

vitaLITy 2: Reviewing Academic Literature Using Large Language Models

Context-augmented Retrieval: A Novel Framework for Fast Information Retrieval based Response Generation using Large Language Model

RigorLLM: Resilient Guardrails for Large Language Models against Undesired Content

PneumoLLM: Harnessing the Power of Large Language Model for Pneumoconiosis Diagnosis

Explicit Diversity Conditions for Effective Question Answer Generation with Large Language Models

Leveraging Large Language Models for Web Scraping

Natural Is The Best: Model-Agnostic Code Simplification for Pre-trained Large Language Models

Special Characters Attack: Toward Scalable Training Data Extraction From Large Language Models

Fixing Hardware Security Bugs with Large Language Models

Revisiting Unnaturalness for Automated Program Repair in the Era of Large Language Models

A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair

Towards detecting unanticipated bias in Large Language Models

A Canary in the AI Coal Mine: American Jews May Be Disproportionately Harmed by Intellectual Property Dispossession in Large Language Model Training

Mitigating Reversal Curse in Large Language Models via Semantic-aware Permutation Training

Beyond Text: Frozen Large Language Models in Visual Signal Comprehension

ArabianGPT: Native Arabic GPT-based Large Language Model

The Information of Large Language Model Geometry

AutoDAN: Interpretable Gradient-Based Adversarial Attacks on Large Language Models

Accurate Prediction of Experimental Band Gaps from Large Language Model-Based Data Extraction