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cs.CL2021
Vision Matters When It Should: Sanity Checking Multimodal Machine Translation Models
Jiaoda Li, Duygu Ataman, Rico Sennrich
Multimodal machine translation (MMT) systems have been shown to outperform their text-only neural machine translation (NMT) counterparts when visual context is available. However,…
cs.CL2021
Differentiable Subset Pruning of Transformer Heads
Jiaoda Li, Ryan Cotterell, Mrinmaya Sachan
Multi-head attention, a collection of several attention mechanisms that independently attend to different parts of the input, is the key ingredient in the Transformer. Recent work…