Computation and Language · Computer Science
Empowering Large Language Models for Textual Data Augmentation
Yichuan Li, Kaize Ding, Jianling Wang, Kyumin Lee
2024-04-30
Computation and Language · Computer Science
Enhancing Psychotherapy Counseling: A Data Augmentation Pipeline Leveraging Large Language Models for Counseling Conversations
Jun-Woo Kim, Ji-Eun Han, Jun-Seok Koh, Hyeon-Tae Seo +1
2024-06-14
Information Retrieval · Computer Science
Application Of Large Language Models For The Extraction Of Information From Particle Accelerator Technical Documentation
Qing Dai, Rasmus Ischebeck, Maruisz Sapinski, Adam Grycner
2025-09-03
Computation and Language · Computer Science
A Universal Prompting Strategy for Extracting Process Model Information from Natural Language Text using Large Language Models
Julian Neuberger, Lars Ackermann, Han van der Aa, Stefan Jablonski
2024-07-29
Computation and Language · Computer Science
Leveraging Data Augmentation for Process Information Extraction
Julian Neuberger, Leonie Doll, Benedict Engelmann, Lars Ackermann +1
2024-04-12
Computation and Language · Computer Science
Text Data Augmentation for Large Language Models: A Comprehensive Survey of Methods, Challenges, and Opportunities
Yaping Chai, Haoran Xie, Joe S. Qin
2025-02-03
Computation and Language · Computer Science
Large Language Models as Tax Attorneys: A Case Study in Legal Capabilities Emergence
John J. Nay, David Karamardian, Sarah B. Lawsky, Wenting Tao +5
2023-06-13
Computation and Language · Computer Science
Boosting Disfluency Detection with Large Language Model as Disfluency Generator
Zhenrong Cheng, Jiayan Guo, Hao Sun, Yan Zhang
2024-08-07
Computation and Language · Computer Science
Data Augmentation using Large Language Models: Data Perspectives, Learning Paradigms and Challenges
Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo +6
2024-07-03
Computation and Language · Computer Science
More Data or Better Data? A Critical Analysis of Data Selection and Synthesis for Mathematical Reasoning
Yike Zhao, Simin Guo, Ziqing Yang, Shifan Han +2
2025-10-09
Computation and Language · Computer Science
LLM-DA: Data Augmentation via Large Language Models for Few-Shot Named Entity Recognition
Junjie Ye, Nuo Xu, Yikun Wang, Jie Zhou +3
2024-02-23
Computation and Language · Computer Science
Adaptive Reinforcement Learning Planning: Harnessing Large Language Models for Complex Information Extraction
Zepeng Ding, Ruiyang Ke, Wenhao Huang, Guochao Jiang +3
2024-08-30
Artificial Intelligence · Computer Science
Large Language Models and Explainable Law: a Hybrid Methodology
Marco Billi, Alessandro Parenti, Giuseppe Pisano, Marco Sanchi
2023-11-21
Computation and Language · Computer Science
LLMs Accelerate Annotation for Medical Information Extraction
Akshay Goel, Almog Gueta, Omry Gilon, Chang Liu +9
2023-12-06
Materials Science · Physics
Large language model-enabled automated data extraction for concrete materials informatics
Zhanzhao Li, Kengran Yang, Qiyao He, Kai Gong
2026-04-28
Information Retrieval · Computer Science
Extracting Research Instruments from Educational Literature Using LLMs
Jiseung Yoo, Curran Mahowald, Meiyu Li, Wei Ai
2025-05-29
Information Retrieval · Computer Science
Leveraging Large Language Models for Automated Scalable Development of Open Scientific Databases
Nikita Gautam, Doina Caragea, Ignacio Ciampitti, Federico Gomez
2026-03-10
Computation and Language · Computer Science
Diversity-oriented Data Augmentation with Large Language Models
Zaitian Wang, Jinghan Zhang, Xinhao Zhang, Kunpeng Liu +2
2025-10-16