Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition

In countries that speak multiple main languages, mixing up different languages within a conversation is commonly called code-switching. Previous works addressing this challenge mainly focused on word-level aspects such as word embeddings... (read more)

PDF Abstract IJCNLP 2019 PDF IJCNLP 2019 Abstract

Datasets


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Named Entity Recognition Code-Switching English-Spanish NER HME (word + BPE + char) F1 69.17 # 1

Methods used in the Paper


METHOD TYPE
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