Named entity embeddings are modeled as a fitted hypersphere per type, used for open detection, cross-lingual mapping, and as features giving small NER improvements.
Named entity recognition only from word embeddings,
1 Pith paper cite this work. Polarity classification is still indexing.
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Open Named Entity Modeling from Embedding Distribution
Named entity embeddings are modeled as a fitted hypersphere per type, used for open detection, cross-lingual mapping, and as features giving small NER improvements.