Construct · 1 fields · 1 citations

GloVe: a standalone construct

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

● anchor · a standalone construct Nearest construct by meaning·not indexed
GloVe1 CONSTRUCTGloVePENNINGTON · 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 vectors learned by fitting a log-bilinear model to global word co-occurrence counts, so vector differences capture ratios of co-occurrence probabilities.

In natural language processing, GloVe refers to word vectors learned by fitting a log-bilinear model to global word co-occurrence counts, so vector differences capture ratios of co-occurrence probabilities. This meaning comes from Pennington (2014) in Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP).[1]

Unit
Recovery means
Measured by

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Nearby constructs

capture4 fields · 4 citationsjingle · one word, four constructsmodel3 fields · 3 citationsjingle · one word, three constructsnatural3 fields · 7 citationsjingle · one word, three constructs

References

  1. Pennington, J., Socher, R., & Manning, C. (2014). Glove: Global Vectors for Word Representation. Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP). https://doi.org/10.3115/v1/d14-1162

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