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ClueWeb22, the newest iteration of the ClueWeb line of datasets, provides 10billion web pages affiliated with rich information. Its design was influencedby the need for a high quality, large scale web corpus to support a range ofacademic and industry research, for example, in information systems,retrieval-augmented AI systems, and model pretraining. Compared with earlierClueWeb corpora, the ClueWeb22 corpus is larger, more varied, ofhigher-quality, and aligned with the document distributions in commercial websearch. Besides raw HTML, ClueWeb22 includes rich information about the webpages provided by industry-standard document understanding systems, includingthe visual representation of pages rendered by a web browser, parsed HTMLstructure information from a neural network parser, and pre-processed cleaneddocument text to lower the barrier to entry. Many of these signals have beenwidely used in industry but are available to the research community for thefirst time at this scale.

ClueWeb22: 10 Billion Web Documents with Visual and Semantic Information