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Domain Adaptation

854 directly classified papers

Papers per year

Papers

Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification ACL 2022
Domain Adaptation for Arabic Crisis Response EMNLP 2022
Additive Interventions Yield Robust Multi-Domain Machine Translation Models EMNLP 2022
Practical Benefits of Feature Feedback Under Distribution Shift EMNLP 2022
Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let’s Keep It Simple EMNLP 2022
Unsupervised Domain Adaptation for Joint Information Extraction EMNLP 2022
Enhance Cross-Domain Aspect-Based Sentiment Analysis by Incorporating Commonsense Relational Structure (Student Abstract) AAAI 2022
VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding EMNLP 2022
Robust Domain Adaptation for Pre-trained Multilingual Neural Machine Translation Models EMNLP 2022
Aspect-Opinion Sentiment Alignment for Cross-Domain Sentiment Analysis (Student Abstract) AAAI 2022
Prompt-based Distribution Alignment for Domain Generalization in Text Classification EMNLP 2022
Domain Reconstruction for UWB Car Key Localization Using Generative Adversarial Networks AAAI 2022
Large-scale Machine Translation for Indian Languages in E-commerce under Low Resource Constraints EMNLP 2022
Legal Named Entity Recognition with Multi-Task Domain Adaptation EMNLP 2022
HW-TSC Translation Systems for the WMT22 Chat Translation Task EMNLP 2022
Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers AAAI 2022
Mixed-effects transformers for hierarchical adaptation EMNLP 2022
Cross-Domain Few-Shot Graph Classification AAAI 2022
Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios EMNLP 2022
DIRL: Domain-Invariant Representation Learning for Generalizable Semantic Segmentation AAAI 2022
Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation AAAI 2022
Chunk-based Nearest Neighbor Machine Translation EMNLP 2022
Cross-Domain Collaborative Normalization via Structural Knowledge AAAI 2022
Multi-Centroid Representation Network for Domain Adaptive Person Re-ID AAAI 2022
Style Mixing and Patchwise Prototypical Matching for One-Shot Unsupervised Domain Adaptive Semantic Segmentation AAAI 2022