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domain adaptation

4595 papers

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Also known as

DA

Co-occurring keywords

transfer learning (5449) unsupervised learning (3264) large language model (13587) semantic segmentation (3186) domain generalization (1522) representation learning (6206) neural machine translation (2310) adversarial learning (1595) text classification (6793) knowledge distillation (3725)

Papers

Dependency Parsing Evaluation for Low-resource Spontaneous Speech EACL 2021
Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation EACL 2021
We Need To Talk About Random Splits EACL 2021
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies EACL 2021
Adapting Event Extractors to Medical Data: Bridging the Covariate Shift EACL 2021
T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition EACL 2021
Multilingual Email Zoning EACL 2021
Multidomain Pretrained Language Models for Green NLP EACL 2021
Bridging the gap between supervised classification and unsupervised topic modelling for social-media assisted crisis management EACL 2021
Domain adaptation in practice: Lessons from a real-world information extraction pipeline EACL 2021
On the Hidden Negative Transfer in Sequential Transfer Learning for Domain Adaptation from News to Tweets EACL 2021
Gradual Fine-Tuning for Low-Resource Domain Adaptation EACL 2021
Training and Domain Adaptation for Supervised Text Segmentation EACL 2021
Using a Frustratingly Easy Domain and Tagset Adaptation for Creating Slavic Named Entity Recognition Systems EACL 2021
Meta-KD: A Meta Knowledge Distillation Framework for Language Model Compression across Domains IJCNLP 2021
Controversy and Conformity: from Generalized to Personalized Aggressiveness Detection IJCNLP 2021
Bridge-Based Active Domain Adaptation for Aspect Term Extraction IJCNLP 2021
Stance Detection in COVID-19 Tweets IJCNLP 2021
Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation IJCNLP 2021
Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition IJCNLP 2021
PROTEST-ER: Retraining BERT for Protest Event Extraction IJCNLP 2021
Bidirectional Domain Adaptation Using Weighted Multi-Task Learning IJCNLP 2021
Multi-Pair Text Style Transfer for Unbalanced Data via Task-Adaptive Meta-Learning IJCNLP 2021
Predicting the Success of Domain Adaptation in Text Similarity IJCNLP 2021
Risk Bounds for Unsupervised Cross-Domain Mapping with IPMs JMLR 2021