语言大模型 / LLM - arXivDaily 专题

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

2312.15316 2024-01-18 cs.CL eess.AS 89%

Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue

Guan-Ting Lin, Prashanth Gurunath Shivakumar, Ankur Gandhe, Chao-Han Huck Yang, Yile Gu, Shalini Ghosh, Andreas Stolcke, Hung-yi Lee, Ivan Bulyko

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 ICASSP 2024. Camera-ready version

2309.02033 2023-12-21 cs.LG cs.DB cs.DC 89%

Data-Juicer: A One-Stop Data Processing System for Large Language Models

Daoyuan Chen, Yilun Huang, Zhijian Ma, Hesen Chen, Xuchen Pan, Ce Ge, Dawei Gao, Yuexiang Xie, Zhaoyang Liu, Jinyang Gao, Yaliang Li, Bolin Ding, Jingren 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.LG

Comments 20 Pages, 10 figures, 9 tables. The system, data recipes, and demos are continuously maintained at https://github.com/alibaba/data-juicer

2312.11920 2023-12-20 cs.CL 89%

External Knowledge Augmented Polyphone Disambiguation Using Large Language Model

Chen 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

2312.02969 2023-12-06 cs.CL cs.IR 89%

Rank-without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models

Xinyu Zhang, Sebastian Hofstätter, Patrick Lewis, Raphael Tang, Jimmy 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

2311.13240 2023-11-23 cs.CL 89%

On the Calibration of Large Language Models and Alignment

Chiwei Zhu, Benfeng Xu, Quan Wang, Yongdong Zhang, Zhendong Mao

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 to be published in findings of EMNLP-2023

2305.04134 2023-10-18 cs.AI cs.NE 89%

Artificial Neuropsychology: Are Large Language Models Developing Executive Functions?

Hernan Ceferino Vazquez

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

Comments The article on ArXiv is a translation of the original Spanish work. Upon review, we realized that crucial nuances and details were lost or misrepresented in the translation, affecting the results and conclusions

2310.05126 2023-10-10 cs.CV cs.AI 89%

UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

Jiabo Ye, Anwen Hu, Haiyang Xu, Qinghao Ye, Ming Yan, Guohai Xu, Chenliang Li, Junfeng Tian, Qi Qian, Ji Zhang, Qin Jin, Liang He, Xin Alex Lin, Fei Huang

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

2304.10428 2023-10-10 cs.CL 89%

GPT-NER: Named Entity Recognition via Large Language Models

Shuhe Wang, Xiaofei Sun, Xiaoya Li, Rongbin Ouyang, Fei Wu, Tianwei Zhang, Jiwei Li, Guoyin Wang

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

2309.13963 2023-09-27 eess.AS cs.CL cs.SD 89%

Connecting Speech Encoder and Large Language Model for ASR

Wenyi Yu, Changli Tang, Guangzhi Sun, Xianzhao Chen, Tian Tan, Wei Li, Lu Lu, Zejun Ma, Chao Zhang

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

2307.14991 2023-09-13 cs.SE cs.AI 89%

Multilingual Code Co-Evolution Using Large Language Models

Jiyang Zhang, Pengyu Nie, Junyi Jessy Li, Milos Gligoric

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

Comments FSE 2023 (camera ready)

1. 预训练与数据 12318 篇

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

Paralinguistics-Enhanced Large Language Modeling of Spoken Dialogue

Data-Juicer: A One-Stop Data Processing System for Large Language Models

External Knowledge Augmented Polyphone Disambiguation Using Large Language Model

Rank-without-GPT: Building GPT-Independent Listwise Rerankers on Open-Source Large Language Models

On the Calibration of Large Language Models and Alignment

Artificial Neuropsychology: Are Large Language Models Developing Executive Functions?

UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model

GPT-NER: Named Entity Recognition via Large Language Models

Connecting Speech Encoder and Large Language Model for ASR

Multilingual Code Co-Evolution Using Large Language Models