Embeddings from Language Models

Year: 2,018
Journal: International Conference on Learning Representations Allen Institute for Artificial Intelligence
Languages: Basque, English, German, Japanese, Portuguese
Programming languages: Python
Input data:


Output data:

word representations as functions of the entire input sentence

ELMo is a deep contextualized word representation that models both (1) complex characteristics of word use (e.g., syntax and semantics), and (2) how these uses vary across linguistic contexts (i.e., to model polysemy).

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