3 papers
cs.CL2026
ReScraper: Unified Scraping and Cleaning of Web Data for Effective LLM Pretraining
Zichun Yu, Jiarui Yan, Shlok Sanghvi +2
LLM pretraining corpora are normally cleaned by a stack of hand-written heuristics. A heuristic scraper extracts the main content from HTML, and dozens of rule-based filters then c…
cs.AI2026
Learning Reusable Agent Subroutines from Experience
Zhihan Lei, Jiarui Yan, Joshua Momo +1
Existing methods induce various forms of knowledge from agent traces, from sample workflows to programmatic skills. We propose ARISE (Agent Routine Induction from Successful Experi…
cs.CV2024
Beyond Color and Lines: Zero-Shot Style-Specific Image Variations with Coordinated Semantics
Jinghao Hu, Yuhe Zhang, GuoHua Geng +5
Traditionally, style has been primarily considered in terms of artistic elements such as colors, brushstrokes, and lighting. However, identical semantic subjects, like people, boat…