NCRF++: An Open-source Neural Sequence Labeling Toolkit

ACL 2018 Jie YangYue Zhang

This paper describes NCRF++, a toolkit for neural sequence labeling. NCRF++ is designed for quick implementation of different neural sequence labeling models with a CRF inference layer... (read more)

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Evaluation Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK COMPARE
Named Entity Recognition CoNLL 2003 (English) NCRF++ F1 91.35 # 27
Part-Of-Speech Tagging Penn Treebank NCRF++ Accuracy 97.49 # 9
Chunking Penn Treebank NCRF++ F1 score 95.06 # 6