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.