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MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text

Chen et al., EMNLP 2022 · presented by Joohyung Yun · opens with ACORN (Patel et al., SIGMOD 2024)
Paper readingDSLab NLP seminar · POSTECH · 2024.12.11

Multimodal RAG with one universal encoder and decoder: the two challenges (handling mixed modalities, training them), in-batch pretraining, two-stage fine-tuning, and the error analysis. Opens with a six-slide recap of ACORN, predicate-agnostic hybrid vector search.

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1 / 34 ← → keys · swipe · click a thumbnail · → also plays each slide's build steps