jiachenwestlake

Cross-Domain_NER

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

Entity_BERT

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

Multi-Cell_LSTM

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

PDA

DomainBed

DomainBed is a suite to test domain generalization algorithms

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"

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)