Pinned Repositories
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" in EMNLP'2023
MLIR
code for "meta-learning the invariant representation for domain generalization"
MMKD
Code for paper "Adversarial Moment-Matching Knowledge Distillation for Large Language Models" in NeurIPS'2024.
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
Code for "Prompt-based Distribution Alignment for Domain Generalization in Text Classification" in EMNLP'2022.
jiachenwestlake's Repositories
jiachenwestlake/Cross-Domain_NER
Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper
jiachenwestlake/Entity_BERT
Entity Enhanced BERT Pre-training for Chinese NER, code for EMNLP 2020 paper
jiachenwestlake/Multi-Cell_LSTM
Multi-cell compositional LSTM for NER domain adaptation, code for ACL 2020 paper
jiachenwestlake/PDA
Code for "Prompt-based Distribution Alignment for Domain Generalization in Text Classification" in EMNLP'2022.
jiachenwestlake/MIL
Code for the paper "Memory-Based Invariance Learning for Out-of-Domain Text Classification" in EMNLP'2023
jiachenwestlake/MMKD
Code for paper "Adversarial Moment-Matching Knowledge Distillation for Large Language Models" in NeurIPS'2024.
jiachenwestlake/DomainBed
DomainBed is a suite to test domain generalization algorithms
jiachenwestlake/mctorch
A manifold optimization library for deep learning
jiachenwestlake/MLIR
code for "meta-learning the invariant representation for domain generalization"
jiachenwestlake/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)
jiachenwestlake/OODPL
Code for "Generalizing reward modeling for out-of-distribution preference learning" in ECML PKDD'2024.