204 citations · 243 across the 16 of their papers we have counts for
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cs.IR2021★ 13 cited
MURAL: Multimodal, Multitask Retrieval Across Languages
Aashi Jain, Mandy Guo, Krishna Srinivasan +5
Both image-caption pairs and translation pairs provide the means to learn deep representations of and connections between languages. We use both types of pairs in MURAL (MUltimodal…
cs.CV2021★ 204 cited
WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning
Krishna Srinivasan, Karthik Raman, Jiecao Chen +2
The milestone improvements brought about by deep representation learning and pre-training techniques have led to large performance gains across downstream NLP, IR and Vision tasks.…