DocMemo's tri-level memory with Bayesian page-belief updating and Thompson sampling improves iterative evidence retrieval on three long-document DocVQA benchmarks.
Self-rag: Learning to retrieve, generate, and critique through self-reflection
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DocMemo: Dynamic Evidence Discovery via Probabilistic Memory-Guided Retrieval for Multi-Modal Document Understanding
DocMemo's tri-level memory with Bayesian page-belief updating and Thompson sampling improves iterative evidence retrieval on three long-document DocVQA benchmarks.