Domain Adaptation

Prior-Guided Transfer Learning for Enhancing Item Representation in E-commerce AAAI 2022 Private Adaptive Optimization with Side information ICML 2022 Promoting Pre-trained LM with Linguistic Features on Automatic Readability Assessment AACL 2022 Prompt Distribution Learning CVPR 2022 Prompt Learning for Domain Adaptation in Task-Oriented Dialogue EMNLP 2022 Provable Adaptation across Multiway Domains via Representation Learning ICLR 2022 Provable Guarantees for Understanding Out-of-Distribution Detection AAAI 2022 PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling COLING 2022 PubHealthTab: A Public Health Table-based Dataset for Evidence-based Fact Checking NAACL 2022 Punctuation Restoration in Spanish Customer Support Transcripts using Transfer Learning NAACL 2022 Pushing the Performance Limit of Scene Text Recognizer Without Human Annotation CVPR 2022 PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining NeurIPS 2022 QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation EMNLP 2022 QRelScore: Better Evaluating Generated Questions with Deeper Understanding of Context-aware Relevance EMNLP 2022 QSTS: A Question-Sensitive Text Similarity Measure for Question Generation COLING 2022 Q-TOD: A Query-driven Task-oriented Dialogue System EMNLP 2022 Quantified Facial Expressiveness for Affective Behavior Analytics WACV 2022 Raccoons at SemEval-2022 Task 11: Leveraging Concatenated Word Embeddings for Named Entity Recognition SemEval 2022 Ranking Distance Calibration for Cross-Domain Few-Shot Learning CVPR 2022 Realistic Data Augmentation Framework for Enhancing Tabular Reasoning EMNLP 2022 Real-Time, Accurate, and Consistent Video Semantic Segmentation via Unsupervised Adaptation and Cross-Unit Deployment on Mobile Device CVPR 2022 Recent Advances in Pre-trained Language Models: Why Do They Work and How Do They Work AACL 2022 Reducing Disambiguation Biases in NMT by Leveraging Explicit Word Sense Information NAACL 2022 Reducing Domain mismatch in Self-supervised speech pre-training Interspeech 2022 Reducing Reliance on Spurious Features in Medical Image Classification with Spatial Specificity MLHC 2022