SumEmbed System

A SumEmbed System is a Word Embedding System that is based on a Morpheme Embedding System.

• Example(s):
  • …
• Counter-Example(s):
  • VarEmbed System,
  • Polyglot System,
  • MorphoRNN Embedding System,
  • fastText System,
  • Flair Word Embedding System,
  • MIMICK System,
• See: Natural Language Processing System, Part-Of-Speech Tagging (POS) System, Word Relatedness Modeling Task, Word Analogy Task, Word Similarity Task.

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References

2016

• (Bhatia et al., 2016) ⇒ Parminder Bhatia, Robert Guthrie, and Jacob Eisenstein. (2016). “Morphological Priors for Probabilistic Neural Word Embeddings.” In: Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP 2016).

2014

• (Botha & Blunsom, 2014) ⇒ Jan A. Botha, and Phil Blunsom. (2014). “Compositional Morphology for Word Representations and Language Modelling.” In: Proceedings of the 31th International Conference on Machine Learning, (ICML 2014).

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