Computation and Language · Computer Science
Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models
Zhihong Shao, Yeyun Gong, Yelong Shen, Minlie Huang +2
2023-02-02
Computation and Language · Computer Science
The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text
Yanzhu Guo, Guokan Shang, Michalis Vazirgiannis, Chloé Clavel
2024-04-17
Computation and Language · Computer Science
Improving Clinical NLP Performance through Language Model-Generated Synthetic Clinical Data
Shan Chen, Jack Gallifant, Marco Guevara, Yanjun Gao +4
2024-03-29
Machine Learning · Computer Science
Towards Active Synthetic Data Generation for Finetuning Language Models
Samuel Kessler, Menglin Xia, Daniel Madrigal Diaz, Dongge Han +4
2026-02-10
Computation and Language · Computer Science
Natural Language Deduction with Incomplete Information
Zayne Sprague, Kaj Bostrom, Swarat Chaudhuri, Greg Durrett
2022-11-02
Computation and Language · Computer Science
Automatic Generation of Behavioral Test Cases For Natural Language Processing Using Clustering and Prompting
Ying Li, Rahul Singh, Tarun Joshi, Agus Sudjianto
2024-08-09
Audio and Speech Processing · Electrical Eng. & Systems
Instruction Data Generation and Unsupervised Adaptation for Speech Language Models
Vahid Noroozi, Zhehuai Chen, Somshubra Majumdar, Steve Huang +2
2024-06-21
Artificial Intelligence · Computer Science
Large Language Models for Scientific Synthesis, Inference and Explanation
Yizhen Zheng, Huan Yee Koh, Jiaxin Ju, Anh T. N. Nguyen +3
2023-10-13
Computation and Language · Computer Science
Keeping Notes: Conditional Natural Language Generation with a Scratchpad Mechanism
Ryan Y. Benmalek, Madian Khabsa, Suma Desu, Claire Cardie +1
2019-06-14
Computation and Language · Computer Science
Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation
Se-eun Yoon, Zhankui He, Jessica Maria Echterhoff, Julian McAuley
2024-03-27
Computation and Language · Computer Science
SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes
Wenda Xu, Xian Qian, Mingxuan Wang, Lei Li +1
2023-07-10
Computation and Language · Computer Science
Data Generation Using Large Language Models for Text Classification: An Empirical Case Study
Yinheng Li, Rogerio Bonatti, Sara Abdali, Justin Wagle +1
2024-07-23