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In this video tutorial, the presenter introduces the LiLT model, or the Language Independent Layout Transform model, which is used to extract information from documents such as PDFs and images. The focus is on fine-tuning the model using annotated data sets. The document AI industry has seen advancements in developing models for extracting information from various document types, such as finance documents. Other models mentioned include layout LM versions one, two, and three.
