2 papers
cs.CL2021
Obtaining Better Static Word Embeddings Using Contextual Embedding Models
Prakhar Gupta, Martin Jaggi
The advent of contextual word embeddings -- representations of words which incorporate semantic and syntactic information from their context -- has led to tremendous improvements o…
cs.CL2019
Robust Cross-lingual Embeddings from Parallel Sentences
Ali Sabet, Prakhar Gupta, Jean-Baptiste Cordonnier +2
Recent advances in cross-lingual word embeddings have primarily relied on mapping-based methods, which project pretrained word embeddings from different languages into a shared spa…