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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

Improving Unsupervised Out-of-domain detection through Pseudo Labeling and Learning EACL 2023
WeatherStream: Light Transport Automation of Single Image Deweathering CVPR 2023
Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases EACL 2023
Aligning Speech Enhancement for Improving Downstream Classification Performance INTERSPEECH 2023
Domain Adaptation for Speech Enhancement in a Large Domain Gap INTERSPEECH 2023
Investigating Multi-source Active Learning for Natural Language Inference EACL 2023
Large-Scale Training Data Search for Object Re-Identification CVPR 2023
Large Language Model Adaptation for Financial Sentiment Analysis IJCNLP 2023
PLUE: Language Understanding Evaluation Benchmark for Privacy Policies in English ACL 2023
Transferable and Efficient: Unifying Dynamic Multi-Domain Product Categorization ACL 2023
Adaptation Approaches for Nearest Neighbor Language Models ACL 2023
Text-Only Domain Adaptation for End-to-End Speech Recognition through Down-Sampling Acoustic Representation INTERSPEECH 2023
LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development ACL 2023
UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sentiment Analysis SEMEVAL 2023
FIT BUT at SemEval-2023 Task 12: Sentiment Without Borders - Multilingual Domain Adaptation for Low-Resource Sentiment Classification SEMEVAL 2023
Adapter-tuning with Effective Token-dependent Representation Shift for Automatic Speech Recognition INTERSPEECH 2023
Developing Speech Processing Pipelines for Police Accountability INTERSPEECH 2023
Text-only Domain Adaptation using Unified Speech-Text Representation in Transducer INTERSPEECH 2023
DNF: Decouple and Feedback Network for Seeing in the Dark CVPR 2023
MultiFin: A Dataset for Multilingual Financial NLP EACL 2023
AVFormer: Injecting Vision Into Frozen Speech Models for Zero-Shot AV-ASR CVPR 2023
Theory and Algorithm for Batch Distribution Drift Problems AISTATS 2023
Analyzing Challenges in Neural Machine Translation for Software Localization EACL 2023
Assessing Out-of-Domain Language Model Performance from Few Examples EACL 2023
UDAPTER - Efficient Domain Adaptation Using Adapters EACL 2023