Contextualized Word Embeddings

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Methods

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Method	Year	Papers
ELMo Deep contextualized word representations	2018	233
USE Multilingual Universal Sentence Encoder for Semantic Retrieval	2019	24
CoVe Learned in Translation: Contextualized Word Vectors	2017	12
Cross-View Training Semi-Supervised Sequence Modeling with Cross-View Training	2018	8
Contextualized Topic Models Cross-lingual Contextualized Topic Models with Zero-shot Learning	2020	7
context2vec context2vec: Learning Generic Context Embedding with Bidirectional LSTM	2016	6
Mirror-BERT Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders	2021	6