Encoder hidden states in NMT encode far more word-sense disambiguation information than word embeddings, with higher layers and self-attention focusing on context contributing most.
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Encoders Help You Disambiguate Word Senses in Neural Machine Translation
Encoder hidden states in NMT encode far more word-sense disambiguation information than word embeddings, with higher layers and self-attention focusing on context contributing most.