语言大模型 / LLM - arXivDaily 专题

2407.03145 2024-07-04 cs.CL 89%

Enhancing Translation Accuracy of Large Language Models through Continual Pre-Training on Parallel Data

Minato Kondo, Takehito Utsuro, Masaaki Nagata

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

Comments IWSLT2024, 18 pages

2406.13275 2024-06-26 cs.SD cs.CL eess.AS 89%

Enhancing Automated Audio Captioning via Large Language Models with Optimized Audio Encoding

Jizhong Liu, Gang Li, Junbo Zhang, Heinrich Dinkel, Yongqing Wang, Zhiyong Yan, Yujun Wang, Bin 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

Comments Accepted by Interspeech 2024

2406.15720 2024-06-25 cs.CL 89%

Scaling Laws for Fact Memorization of Large Language Models

Xingyu Lu, Xiaonan Li, Qinyuan Cheng, Kai Ding, Xuanjing Huang, Xipeng Qiu

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

2406.13893 2024-06-21 cs.CL 89%

Open Generative Large Language Models for Galician

Pablo Gamallo, Pablo Rodríguez, Iria de-Dios-Flores, Susana Sotelo, Silvia Paniagua, Daniel Bardanca, José Ramom Pichel, Marcos Garcia

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

Comments 12 pages, 1 figure

2406.13357 2024-06-21 cs.CL cs.SD eess.AS 89%

Transferable speech-to-text large language model alignment module

Boyong Wu, Chao Yan, Haoran Pu

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.CL

Comments Accepted by InterSpeech 2024; 5 pages, 2 figures

2406.12397 2024-06-19 cs.CL 89%

Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models

Jie Chen, Yupeng Zhang, Bingning Wang, Wayne Xin Zhao, Ji-Rong Wen, Weipeng Chen

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

Comments 15 pages

2406.10274 2024-06-18 cs.IR cs.CL cs.DL 89%

Using General Large Language Models to Classify Mathematical Documents

Patrick D. F. Ion, Stephen M. Watt

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

2402.19167 2024-06-14 cs.CL 89%

Teaching Large Language Models an Unseen Language on the Fly

Chen Zhang, Xiao Liu, Jiuheng Lin, Yansong Feng

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

Comments ACL 2024 https://github.com/luciusssss/ZhuangBench

2406.04638 2024-06-10 cs.CL 89%

Large Language Model-guided Document Selection

Xiang Kong, Tom Gunter, Ruoming Pang

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

Comments 9 pages

2402.09363 2024-06-06 cs.CL cs.CR 89%

Copyright Traps for Large Language Models

Matthieu Meeus, Igor Shilov, Manuel Faysse, Yves-Alexandre de Montjoye

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

Comments 41st International Conference on Machine Learning (ICML 2024)

2406.02143 2024-06-05 cs.CL 89%

Reinforcement Tuning for Detecting Stances and Debunking Rumors Jointly with Large Language Models

Ruichao Yang, Wei Gao, Jing Ma, Hongzhan Lin, Bo 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

Comments ACL 2024 (Findings)

2405.19358 2024-06-03 cs.CR cs.AI 89%

Robustifying Safety-Aligned Large Language Models through Clean Data Curation

Xiaoqun Liu, Jiacheng Liang, Muchao Ye, Zhaohan Xi

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

2405.16150 2024-05-28 cs.CL 89%

5W1H Extraction With Large Language Models

Yang Cao, Yangsong Lan, Feiyan Zhai, Piji Li

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

Comments IJCNN 2024

2405.05445 2024-05-10 cs.LG 89%

Large Language Model Enhanced Machine Learning Estimators for Classification

Yuhang Wu, Yingfei Wang, Chu Wang, Zeyu Zheng

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

2401.08495 2024-04-29 cs.CL 89%

Large Language Models Portray Socially Subordinate Groups as More Homogeneous, Consistent with a Bias Observed in Humans

Messi H. J. Lee, Jacob M. Montgomery, Calvin K. Lai

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

Comments Forthcoming at ACM Conference on Fairness, Accountability, and Transparency (FAccT) 2024

2310.00749 2024-04-25 cs.DB cs.LG 89%

SEED: Domain-Specific Data Curation With Large Language Models

Zui Chen, Lei Cao, Sam Madden, Tim Kraska, Zeyuan Shang, Ju Fan, Nan Tang, Zihui Gu, Chunwei Liu, Michael Cafarella

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

Comments preprint, 20 pages, 4 figures

2404.10315 2024-04-17 cs.CL 89%

Enhancing Confidence Expression in Large Language Models Through Learning from Past Experience

Haixia Han, Tingyun Li, Shisong Chen, Jie Shi, Chengyu Du, Yanghua Xiao, Jiaqing Liang, Xin Lin

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

2305.15083 2024-04-16 cs.CL 89%

Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions

Jiahuan Li, Hao Zhou, Shujian Huang, Shanbo Cheng, Jiajun Chen

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

Comments accepted by Transaction of ACL, pre-MIT version

2404.00826 2024-04-05 cs.CL 89%

Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods

Yujuan Fu, Giridhar Kaushik Ramachandran, Nicholas J Dobbins, Namu Park, Michael Leu, Abby R. Rosenberg, Kevin Lybarger, Fei Xia, Ozlem Uzuner, Meliha Yetisgen

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

Comments 12 pages, 2 figures and 3 tables. Accepted by LREC-COLING 2024

2401.13303 2024-04-04 cs.CL 89%

MaLA-500: Massive Language Adaptation of Large Language Models

Peiqin Lin, Shaoxiong Ji, Jörg Tiedemann, André F. T. Martins, Hinrich Schütze

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

2309.13322 2024-03-28 cs.CL 89%

From Text to Source: Results in Detecting Large Language Model-Generated Content

Wissam Antoun, Benoît Sagot, Djamé Seddah

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

Comments Accepted to COLING-LREC 2024

2403.15430 2024-03-26 cs.CL 89%

Distilling Named Entity Recognition Models for Endangered Species from Large Language Models

Jesse Atuhurra, Seiveright Cargill Dujohn, Hidetaka Kamigaito, Hiroyuki Shindo, Taro Watanabe

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

2311.08921 2024-03-22 cs.CL 89%

Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models

Tingyu Xie, Qi Li, Yan Zhang, Zuozhu Liu, Hongwei 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

Comments Accepted to NAACL 2024 (Main Conference)

2403.12556 2024-03-20 cs.CL 89%

Factorized Learning Assisted with Large Language Model for Gloss-free Sign Language Translation

Zhigang Chen, Benjia Zhou, Jun Li, Jun Wan, Zhen Lei, Ning Jiang, Quan Lu, Guoqing 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

Comments Accepted by LREC-COLING-2024

2309.11852 2024-03-05 cs.CL 89%

Knowledge Sanitization of Large Language Models

Yoichi Ishibashi, Hidetoshi Shimodaira

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

2402.18031 2024-02-29 cs.IR cs.CL 89%

Corpus-Steered Query Expansion with Large Language Models

Yibin Lei, Yu Cao, Tianyi Zhou, Tao Shen, Andrew Yates

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

Comments EACL 2024 (Short)

2305.12520 2024-02-16 cs.PL cs.AI 89%

SLaDe: A Portable Small Language Model Decompiler for Optimized Assembly

Jordi Armengol-Estapé, Jackson Woodruff, Chris Cummins, Michael F. P. O'Boyle

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

2401.18006 2024-02-06 q-bio.QM cs.LG eess.SP 89%

EEG-GPT: Exploring Capabilities of Large Language Models for EEG Classification and Interpretation

Jonathan W. Kim, Ahmed Alaa, Danilo Bernardo

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

2401.17459 2024-02-01 cs.CR cs.AI 89%

A Preliminary Study on Using Large Language Models in Software Pentesting

Kumar Shashwat, Francis Hahn, Xinming Ou, Dmitry Goldgof, Lawrence Hall, Jay Ligatti, S. Raj Rajgopalan, Armin Ziaie Tabari

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

2401.12078 2024-01-23 cs.CL 89%

Temporal Blind Spots in Large Language Models

Jonas Wallat, Adam Jatowt, Avishek Anand

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

Comments accepted at WSDM'24

1. 预训练与数据 12403 篇

Enhancing Translation Accuracy of Large Language Models through Continual Pre-Training on Parallel Data

Enhancing Automated Audio Captioning via Large Language Models with Optimized Audio Encoding

Scaling Laws for Fact Memorization of Large Language Models

Open Generative Large Language Models for Galician

Transferable speech-to-text large language model alignment module

Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models

Using General Large Language Models to Classify Mathematical Documents

Teaching Large Language Models an Unseen Language on the Fly

Large Language Model-guided Document Selection

Copyright Traps for Large Language Models

Reinforcement Tuning for Detecting Stances and Debunking Rumors Jointly with Large Language Models

Robustifying Safety-Aligned Large Language Models through Clean Data Curation

5W1H Extraction With Large Language Models

Large Language Model Enhanced Machine Learning Estimators for Classification

Large Language Models Portray Socially Subordinate Groups as More Homogeneous, Consistent with a Bias Observed in Humans

SEED: Domain-Specific Data Curation With Large Language Models

Enhancing Confidence Expression in Large Language Models Through Learning from Past Experience

Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions

Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods

MaLA-500: Massive Language Adaptation of Large Language Models

From Text to Source: Results in Detecting Large Language Model-Generated Content

Distilling Named Entity Recognition Models for Endangered Species from Large Language Models

Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models

Factorized Learning Assisted with Large Language Model for Gloss-free Sign Language Translation

Knowledge Sanitization of Large Language Models

Corpus-Steered Query Expansion with Large Language Models

SLaDe: A Portable Small Language Model Decompiler for Optimized Assembly

EEG-GPT: Exploring Capabilities of Large Language Models for EEG Classification and Interpretation

A Preliminary Study on Using Large Language Models in Software Pentesting

Temporal Blind Spots in Large Language Models