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Shlok Sanghvi

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ReScraper: Unified Scraping and Cleaning of Web Data for Effective LLM Pretraining

Zichun Yu, Jiarui Yan, Shlok Sanghvi وآخرون · 2026

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 clean it, so corpus quality is capped by the coarseness and accuracy of the rules. In this work, we propose ReScraper, a unified language mod …

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