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Domain Adaptation

854 directly classified papers

Papers per year

Papers

Cross-Domain Graph Anomaly Detection via Anomaly-Aware Contrastive Alignment AAAI 2023
Intermediate Domain Finetuning for Weakly Supervised Domain-adaptive Clinical NER ACL 2023
Are Layout-Infused Language Models Robust to Layout Distribution Shifts? A Case Study with Scientific Documents ACL 2023
SRoUDA: Meta Self-Training for Robust Unsupervised Domain Adaptation AAAI 2023
Robust Mean Teacher for Continual and Gradual Test-Time Adaptation CVPR 2023
Semantic-conditioned Dual Adaptation for Cross-domain Query-based Visual Segmentation ACL 2023
Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences ACL 2023
Robust Feature Rectification of Pretrained Vision Models for Object Recognition AAAI 2023
A Robust Information-Masking Approach for Domain Counterfactual Generation ACL 2023
DisorBERT: A Double Domain Adaptation Model for Detecting Signs of Mental Disorders in Social Media ACL 2023
Style-Content Metric Learning for Multidomain Remote Sensing Object Recognition AAAI 2023
ActMAD: Activation Matching To Align Distributions for Test-Time-Training CVPR 2023
Domain Adaptation for Sentiment Analysis Using Robust Internal Representations EMNLP 2023
DaLC: Domain Adaptation Learning Curve Prediction for Neural Machine Translation ACL 2022
DS-TOD: Efficient Domain Specialization for Task-Oriented Dialog ACL 2022
Domain Generalisation of NMT: Fusing Adapters with Leave-One-Domain-Out Training ACL 2022
Adaptor: Objective-Centric Adaptation Framework for Language Models ACL 2022
Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires ACL 2022
A Comparison of Strategies for Source-Free Domain Adaptation ACL 2022
DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation ACL 2022
Leveraging Wikipedia article evolution for promotional tone detection ACL 2022
The Trade-offs of Domain Adaptation for Neural Language Models ACL 2022
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation ACL 2022
Adversarial Soft Prompt Tuning for Cross-Domain Sentiment Analysis ACL 2022
Synthetic Question Value Estimation for Domain Adaptation of Question Answering ACL 2022