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domain adaptation

4595 papers

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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

Explore Unsupervised Structures in Pretrained Models for Relation Extraction EMNLP 2022
VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding EMNLP 2022
A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question Answering EMNLP 2022
Domain Curricula for Code-Switched MT at MixMT 2022 EMNLP 2022
Non-Parametric Domain Adaptation for End-to-End Speech Translation EMNLP 2022
M2D2: A Massively Multi-Domain Language Modeling Dataset EMNLP 2022
Stanceosaurus: Classifying Stance Towards Multicultural Misinformation EMNLP 2022
Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios EMNLP 2022
Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents EMNLP 2022
Large-scale Machine Translation for Indian Languages in E-commerce under Low Resource Constraints EMNLP 2022
Snapshot-Guided Domain Adaptation for ELECTRA EMNLP 2022
The challenges of temporal alignment on Twitter during crises EMNLP 2022
Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation EMNLP 2022
Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let’s Keep It Simple EMNLP 2022
Privacy-Preserving Models for Legal Natural Language Processing EMNLP 2022
Domain Adaptation for Arabic Crisis Response EMNLP 2022
Specializing Multi-domain NMT via Penalizing Low Mutual Information EMNLP 2022
E-NER — An Annotated Named Entity Recognition Corpus of Legal Text EMNLP 2022
Self-Supervised Domain Adaptation for Visual Navigation With Global Map Consistency WACV 2022
PICA: Point-Wise Instance and Centroid Alignment Based Few-Shot Domain Adaptive Object Detection With Loose Annotations WACV 2022
What Makes for Effective Few-Shot Point Cloud Classification? WACV 2022
Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis WACV 2022
Plugging Self-Supervised Monocular Depth Into Unsupervised Domain Adaptation for Semantic Segmentation WACV 2022
Mitigating Data Shift of Biomedical Research Articles for Information Retrieval and Semantic Indexing COLING 2022
Estimating Image Depth in the Comics Domain WACV 2022