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domain adaptation

4578 papers

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Also known as

DANN UNIDA UDA DA DAPT

Co-occurring keywords

transfer learning (5442) unsupervised learning (3255) large language model (12755) semantic segmentation (3179) domain generalization (1517) representation learning (6174) neural machine translation (2310) adversarial learning (1592) text classification (6776) knowledge distillation (3680)

Papers

Overcoming Forgetting in Fine-Grained Urban Flow Inference via Adaptive Knowledge Replay AAAI 2023
CFFT-GAN: Cross-Domain Feature Fusion Transformer for Exemplar-Based Image Translation AAAI 2023
Exploring Stroke-Level Modifications for Scene Text Editing AAAI 2023
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation AAAI 2023
Style-Content Metric Learning for Multidomain Remote Sensing Object Recognition AAAI 2023
Zero-Shot Rumor Detection with Propagation Structure via Prompt Learning AAAI 2023
SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity Recognition AAAI 2023
Open-Ended Diverse Solution Discovery with Regulated Behavior Patterns for Cross-Domain Adaptation AAAI 2023
Prototypical Partial Optimal Transport for Universal Domain Adaptation AAAI 2023
A Domain-Transfer Meta Task Design Paradigm for Few-Shot Slot Tagging AAAI 2023
Subset Retrieval Nearest Neighbor Machine Translation ACL 2023
Topic-Guided Sampling For Data-Efficient Multi-Domain Stance Detection ACL 2023
Mitigating Label Biases for In-context Learning ACL 2023
To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering ACL 2023
From Characters to Words: Hierarchical Pre-trained Language Model for Open-vocabulary Language Understanding ACL 2023
DARE: Towards Robust Text Explanations in Biomedical and Healthcare Applications ACL 2023
In-context Examples Selection for Machine Translation ACL 2023
Building blocks for complex tasks: Robust generative event extraction for radiology reports under domain shifts ACL 2023
iREL at SemEval-2023 Task 10: Multi-level Training for Explainable Detection of Online Sexism ACL 2023
DaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation ACL 2023
Soft Alignment Objectives for Robust Adaptation of Language Generation ACL 2023
Annotating Mentions Alone Enables Efficient Domain Adaptation for Coreference Resolution ACL 2023
RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-Domain Question Answering ACL 2023
Towards Flow Graph Prediction of Open-Domain Procedural Texts ACL 2023
Unsupervised Domain Adaptation using Lexical Transformations and Label Injection for Twitter Data ACL 2023