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How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings.
Kawin Ethayarajh
Published in:
CoRR (2019)
Keyphrases
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three dimensional
word clouds
n gram
contextual information
vector space
word recognition
data sets
co occurrence
keywords
low dimensional
dimensionality reduction
context sensitive
word sense disambiguation
euclidean space
sentence level
word segmentation
geometric models
neural network