Construct · 1 fields · 1 citations

ELMo: a standalone construct

One name. One construct. A landmark on the map.

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ELMo1 CONSTRUCTELMoPETERS · NATURAL LANGUAGE

A single standalone construct; nearby constructs are located against it in the Collider. Tap a field for its definition, unit, and measures.

Natural language processing

word representations taken from the internal layers of a deep bidirectional language model, so a word's vector changes with its context.

In natural language processing, ELMo refers to word representations taken from the internal layers of a deep bidirectional language model, so a word's vector changes with its context. This meaning comes from Peters (2018) in Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers).[1]

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Nearby constructs

association4 fields · 4 citationsjingle · one word, four constructscontext4 fields · 7 citationsjingle · one word, four constructsmodel3 fields · 3 citationsjingle · one word, three constructs

References

  1. Peters, M., Neumann, M., Iyyer, M., Gardner, M., Clark, C., Lee, K., & Zettlemoyer, L. (2018). Deep Contextualized Word Representations. Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers). https://doi.org/10.18653/v1/n18-1202

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