语言大模型 / LLM - arXivDaily 专题

2412.20357 2024-12-31 cs.CL cs.AI 90%

HindiLLM: Large Language Model for Hindi

Sanjay Chouhan, Shubha Brata Nath, Aparajita Dutta

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

Journal ref Pattern Recognition. ICPR 2024. Lecture Notes in Computer Science, vol 15306, pp. 255--270, Springer, Cham, 2025

2412.15431 2024-12-23 cs.LG cs.CL cs.CR 90%

Time Will Tell: Timing Side Channels via Output Token Count in Large Language Models

Tianchen Zhang, Gururaj Saileshwar, David Lie

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

2409.19998 2024-12-23 cs.CL cs.AI 90%

Do Influence Functions Work on Large Language Models?

Zhe Li, Wei Zhao, Yige Li, Jun Sun

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

Comments 15 pages, 4 figures

2404.10630 2024-11-26 cs.CL cs.LG 90%

HLAT: High-quality Large Language Model Pre-trained on AWS Trainium

Haozheng Fan, Hao Zhou, Guangtai Huang, Parameswaran Raman, Xinwei Fu, Gaurav Gupta, Dhananjay Ram, Yida Wang, Jun Huan

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

2404.08262 2024-11-07 cs.CL cs.AI 90%

Pretraining and Updates of Domain-Specific LLM: A Case Study in the Japanese Business Domain

Kosuke Takahashi, Takahiro Omi, Kosuke Arima, Tatsuya Ishigaki

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

Comments Accepted at PACLIC 38

2404.05188 2024-11-05 cs.CR cs.AI cs.CL 90%

Have You Merged My Model? On The Robustness of Large Language Model IP Protection Methods Against Model Merging

Tianshuo Cong, Delong Ran, Zesen Liu, Xinlei He, Jinyuan Liu, Yichen Gong, Qi Li, Anyu Wang, Xiaoyun Wang

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

Comments Accepted by ACM CCS-LAMPS 2024 (Best Paper Award)

2403.00801 2024-11-05 cs.IR cs.AI cs.CL 90%

Self-Retrieval: End-to-End Information Retrieval with One Large Language Model

Qiaoyu Tang, Jiawei Chen, Zhuoqun Li, Bowen Yu, Yaojie Lu, Cheng Fu, Haiyang Yu, Hongyu Lin, Fei Huang, Ben He, Xianpei Han, Le Sun, Yongbin Li

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

Comments NeurIPS 2024 Camera-ready Version. Code: https://github.com/icip-cas/SelfRetrieval

2406.12670 2024-10-31 cs.AI cs.LG 90%

Stealth edits to large language models

Oliver J. Sutton, Qinghua Zhou, Wei Wang, Desmond J. Higham, Alexander N. Gorban, Alexander Bastounis, Ivan Y. Tyukin

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

Comments 28 pages, 14 figures. Open source implementation: https://github.com/qinghua-zhou/stealth-edits

2410.21717 2024-10-30 cs.LG cs.AI 90%

Generating Realistic Tabular Data with Large Language Models

Dang Nguyen, Sunil Gupta, Kien Do, Thin Nguyen, Svetha Venkatesh

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

Comments To appear at ICDM 2024

2405.11724 2024-10-24 cs.CL cs.AI cs.CR cs.IR 90%

Token-wise Influential Training Data Retrieval for Large Language Models

Huawei Lin, Jikai Long, Zhaozhuo Xu, Weijie Zhao

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

Comments Accepted to ACL 2024. Keywords: Influence Function, Influence Estimation, Training Data Attribution

2410.15966 2024-10-22 cs.CL cs.AI cs.SE 90%

Self-Explained Keywords Empower Large Language Models for Code Generation

Lishui Fan, Mouxiang Chen, Zhongxin Liu

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

2310.11244 2024-10-21 cs.CL cs.LG 90%

Entity Matching using Large Language Models

Ralph Peeters, Aaron Steiner, Christian Bizer

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

Comments Published in Proceedings of the 28th International Conference on Extending Database Technology (EDBT), 25th March-28th March, 2025, ISBN 978-3-89318-098-1 on OpenProceedings.org

2410.12989 2024-10-18 cs.CL cs.AI 90%

Qtok: A Comprehensive Framework for Evaluating Multilingual Tokenizer Quality in Large Language Models

Iaroslav Chelombitko, Egor Safronov, Aleksey Komissarov

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

Comments 24 pages, 9 figures, 6 tables. Code and data available at https://github.com/nup-csai/Qtok/

2410.11550 2024-10-16 cs.AI cs.CL 90%

Y-Mol: A Multiscale Biomedical Knowledge-Guided Large Language Model for Drug Development

Tengfei Ma, Xuan Lin, Tianle Li, Chaoyi Li, Long Chen, Peng Zhou, Xibao Cai, Xinyu Yang, Daojian Zeng, Dongsheng Cao, Xiangxiang Zeng

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

Comments 12 pages, Under Review

2410.07951 2024-10-11 cs.CL cs.LG 90%

Disease Entity Recognition and Normalization is Improved with Large Language Model Derived Synthetic Normalized Mentions

Kuleen Sasse, Shinjitha Vadlakonda, Richard E. Kennedy, John D. Osborne

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

Comments 21 pages, 3 figures, 7 tables

2406.11050 2024-10-07 cs.CL cs.AI 90%

A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners

Bowen Jiang, Yangxinyu Xie, Zhuoqun Hao, Xiaomeng Wang, Tanwi Mallick, Weijie J. Su, Camillo J. Taylor, Dan Roth

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

Comments This paper has been accepted at EMNLP 2024

2310.00646 2024-09-26 cs.LG cs.AI stat.ML 90%

Source Attribution for Large Language Model-Generated Data

Jingtan Wang, Xinyang Lu, Zitong Zhao, Zhongxiang Dai, Chuan-Sheng Foo, See-Kiong Ng, Bryan Kian Hsiang Low

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

2409.13935 2024-09-25 cs.CL cs.AI cs.CY 90%

MirrorStories: Reflecting Diversity through Personalized Narrative Generation with Large Language Models

Sarfaroz Yunusov, Hamza Sidat, Ali Emami

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

Comments 5 pages (excluding references), accepted to EMNLP 2024 Main Conference

2408.09895 2024-09-16 cs.CL cs.LG 90%

Performance Law of Large Language Models

Chuhan Wu, Ruiming Tang

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

Comments Personal opinions of the authors

2409.06756 2024-09-12 cs.LG cond-mat.mtrl-sci cs.AI 90%

Beyond designer's knowledge: Generating materials design hypotheses via large language models

Quanliang Liu, Maciej P. Polak, So Yeon Kim, MD Al Amin Shuvo, Hrishikesh Shridhar Deodhar, Jeongsoo Han, Dane Morgan, Hyunseok Oh

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

2404.05415 2024-09-10 cs.CL cs.AI 90%

Relation Extraction Using Large Language Models: A Case Study on Acupuncture Point Locations

Yiming Li, Xueqing Peng, Jianfu Li, Xu Zuo, Suyuan Peng, Donghong Pei, Cui Tao, Hua Xu, Na Hong

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

2408.16749 2024-08-30 cs.CL cs.AI 90%

Assessing Large Language Models for Online Extremism Research: Identification, Explanation, and New Knowledge

Beidi Dong, Jin R. Lee, Ziwei Zhu, Balassubramanian Srinivasan

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

2405.15739 2024-08-27 cs.DL cs.AI cs.LG cs.SI 90%

Large Language Models Reflect Human Citation Patterns with a Heightened Citation Bias

Andres Algaba, Carmen Mazijn, Vincent Holst, Floriano Tori, Sylvia Wenmackers, Vincent Ginis

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

Comments 30 pages, 13 figures, 4 tables. Added GPT-4o and Claude 3.5 results

2404.04360 2024-08-08 cs.LG cs.CL cs.CR 90%

Prompt Public Large Language Models to Synthesize Data for Private On-device Applications

Shanshan Wu, Zheng Xu, Yanxiang Zhang, Yuanbo Zhang, Daniel Ramage

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

Comments COLM 2024

2407.02659 2024-08-05 cs.CL cs.LG 90%

LLMs Plagiarize: Ensuring Responsible Sourcing of Large Language Model Training Data Through Knowledge Graph Comparison

Devam Mondal, Carlo Lipizzi

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

2407.21248 2024-08-01 cs.CL cs.CR cs.LG 90%

Adaptive Pre-training Data Detection for Large Language Models via Surprising Tokens

Anqi Zhang, Chaofeng Wu

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

2407.12835 2024-07-26 cs.CL cs.AI stat.ML 90%

Regurgitative Training: The Value of Real Data in Training Large Language Models

Jinghui Zhang, Dandan Qiao, Mochen Yang, Qiang Wei

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

2407.15390 2024-07-23 cs.CL cs.AI 90%

ALLaM: Large Language Models for Arabic and English

M Saiful Bari, Yazeed Alnumay, Norah A. Alzahrani, Nouf M. Alotaibi, Hisham A. Alyahya, Sultan AlRashed, Faisal A. Mirza, Shaykhah Z. Alsubaie, Hassan A. Alahmed, Ghadah Alabduljabbar, Raghad Alkhathran, Yousef Almushayqih, Raneem Alnajim, Salman Alsubaihi, Maryam Al Mansour, Majed Alrubaian, Ali Alammari, Zaki Alawami, Abdulmohsen Al-Thubaity, Ahmed Abdelali, Jeril Kuriakose, Abdalghani Abujabal, Nora Al-Twairesh, Areeb Alowisheq, Haidar Khan

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

2310.08279 2024-06-28 cs.CL cs.AI 90%

Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic Enhancement

Rui Yang, Jiahao Zhu, Jianping Man, Li Fang, Yi Zhou

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

Comments new version

2402.13414 2024-06-26 cs.LG cs.CL 90%

Harnessing Large Language Models as Post-hoc Correctors

Zhiqiang Zhong, Kuangyu Zhou, Davide Mottin

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

1. 预训练与数据 12318 篇

HindiLLM: Large Language Model for Hindi

Time Will Tell: Timing Side Channels via Output Token Count in Large Language Models

Do Influence Functions Work on Large Language Models?

HLAT: High-quality Large Language Model Pre-trained on AWS Trainium

Pretraining and Updates of Domain-Specific LLM: A Case Study in the Japanese Business Domain

Have You Merged My Model? On The Robustness of Large Language Model IP Protection Methods Against Model Merging

Self-Retrieval: End-to-End Information Retrieval with One Large Language Model

Stealth edits to large language models

Generating Realistic Tabular Data with Large Language Models

Token-wise Influential Training Data Retrieval for Large Language Models

Self-Explained Keywords Empower Large Language Models for Code Generation

Entity Matching using Large Language Models

Qtok: A Comprehensive Framework for Evaluating Multilingual Tokenizer Quality in Large Language Models

Y-Mol: A Multiscale Biomedical Knowledge-Guided Large Language Model for Drug Development

Disease Entity Recognition and Normalization is Improved with Large Language Model Derived Synthetic Normalized Mentions

A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners

Source Attribution for Large Language Model-Generated Data

MirrorStories: Reflecting Diversity through Personalized Narrative Generation with Large Language Models

Performance Law of Large Language Models

Beyond designer's knowledge: Generating materials design hypotheses via large language models

Relation Extraction Using Large Language Models: A Case Study on Acupuncture Point Locations

Assessing Large Language Models for Online Extremism Research: Identification, Explanation, and New Knowledge

Large Language Models Reflect Human Citation Patterns with a Heightened Citation Bias

Prompt Public Large Language Models to Synthesize Data for Private On-device Applications

LLMs Plagiarize: Ensuring Responsible Sourcing of Large Language Model Training Data Through Knowledge Graph Comparison

Adaptive Pre-training Data Detection for Large Language Models via Surprising Tokens

Regurgitative Training: The Value of Real Data in Training Large Language Models

ALLaM: Large Language Models for Arabic and English

Enhancing Text-based Knowledge Graph Completion with Zero-Shot Large Language Models: A Focus on Semantic Enhancement

Harnessing Large Language Models as Post-hoc Correctors