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Chinese Named Entity Recognition

6 papers with code · Natural Language Processing

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Chinese NER Using Lattice LSTM

ACL 2018 jiesutd/LatticeLSTM

We investigate a lattice-structured LSTM model for Chinese NER, which encodes a sequence of input characters as well as all potential words that match a lexicon.

CHINESE NAMED ENTITY RECOGNITION

ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations

2 Nov 2019sinovation/ZEN

Moreover, it is shown that reasonable performance can be obtained when ZEN is trained on a small corpus, which is important for applying pre-training techniques to scenarios with limited data.

CHINESE NAMED ENTITY RECOGNITION CHINESE WORD SEGMENTATION DOCUMENT CLASSIFICATION NATURAL LANGUAGE INFERENCE PART-OF-SPEECH TAGGING SENTENCE PAIR MODELING SENTIMENT ANALYSIS

Distantly Supervised NER with Partial Annotation Learning and Reinforcement Learning

COLING 2018 rainarch/DSNER

A bottleneck problem with Chinese named entity recognition (NER) in new domains is the lack of annotated data.

CHINESE NAMED ENTITY RECOGNITION RELATION EXTRACTION

Simplify the Usage of Lexicon in Chinese NER

16 Aug 2019v-mipeng/LexiconAugmentedNER

This way, our method can avoid introducing a complicated sequence modeling architecture to model the lexicon information.

CHINESE NAMED ENTITY RECOGNITION

Exploiting Multiple Embeddings for Chinese Named Entity Recognition

28 Aug 2019WHUIR/ME-CNER

Identifying the named entities mentioned in text would enrich many semantic applications at the downstream level.

CHINESE NAMED ENTITY RECOGNITION