Lost in Context? On the Sense-wise Variance of Contextualized Word Embeddings.

Yile Wang Yue Zhang

Published in: CoRR (2022)

Keyphrases

word sense
contextual information
ambiguous words
target word
n gram
manifold learning
low variance
linguistic information
word sense disambiguation
context sensitive
standard deviation
machine learning
context aware
dimensionality reduction
information extraction
pairwise
search engine