411 citations · 514 across the 7 of their papers we have counts for
Showing 2023Show all
3 papers · 1 filter
cs.CL2023★ 2 cited
Instruction Mining: Instruction Data Selection for Tuning Large Language Models
Yihan Cao, Yanbin Kang, Chi Wang +1
Large language models (LLMs) are initially pretrained for broad capabilities and then finetuned with instruction-following datasets to improve their performance in interacting with…
cs.CL2023★ 99 cited
AugGPT: Leveraging ChatGPT for Text Data Augmentation
Haixing Dai, Zhengliang Liu, Wenxiong Liao +15
Text data augmentation is an effective strategy for overcoming the challenge of limited sample sizes in many natural language processing (NLP) tasks. This challenge is especially p…
cs.AI2023★ 411 cited
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT
Yihan Cao, Siyu Li, Yixin Liu +4
Recently, ChatGPT, along with DALL-E-2 and Codex,has been gaining significant attention from society. As a result, many individuals have become interested in related resources and…