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cross-domain_ner

Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper

domainbed

DomainBed is a suite to test domain generalization algorithms

entity_bert

Entity Enhanced BERT Pre-training for Chinese NER, code for EMNLP 2020 paper

mctorch

A manifold optimization library for deep learning

mil

Code for the paper "Memory-Based Invariance Learning for Out-of-Domain Text Classification"

mlir

code for "meta-learning the invariant representation for domain generalization"

multi-cell_lstm

Multi-cell compositional LSTM for NER domain adaptation, code for ACL 2020 paper

ncrfpp

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (code for COLING/ACL 2018 paper)

pda