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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

FAtNet: Cost-Effective Approach Towards Mitigating the Linguistic Bias in Speaker Verification Systems NAACL 2022
MCPG: A Flexible Multi-Level Controllable Framework for Unsupervised Paraphrase Generation EMNLP 2022
Domain Adversarial Self-Supervised Speech Representation Learning for Improving Unknown Domain Downstream Tasks INTERSPEECH 2022
Challenges remain in Building ASR for Spontaneous Preschool Children Speech in Naturalistic Educational Environments INTERSPEECH 2022
Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition INTERSPEECH 2022
Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition INTERSPEECH 2022
Generative Language Models for Paragraph-Level Question Generation EMNLP 2022
Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework EMNLP 2022
Cross-Domain Sentiment Classification using Semantic Representation EMNLP 2022
BARLE: Background-Aware Representation Learning for Background Shift Out-of-Distribution Detection EMNLP 2022
Transformers-Based Approach for a Sustainability Term-Based Sentiment Analysis (STBSA) EMNLP 2022
Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature EMNLP 2022
Cross-domain Generalization for AMR Parsing EMNLP 2022
CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision EMNLP 2022
Text Simplification for Legal Domain: Insights and Challenges EMNLP 2022
Improving Dialogue Act Recognition with Augmented Data EMNLP 2022
Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions EMNLP 2022
Unsupervised Domain Adaptation for Joint Information Extraction EMNLP 2022
Improving POS Tagging for Arabic Dialects on Out-of-Domain Texts EMNLP 2022
DDOS: A MOS Prediction Framework utilizing Domain Adaptive Pre-training and Distribution of Opinion Scores INTERSPEECH 2022
DATA: Domain-Aware and Task-Aware Self-Supervised Learning CVPR 2022
Safe Self-Refinement for Transformer-Based Domain Adaptation CVPR 2022
Analyzing Language-Independent Speaker Anonymization Framework under Unseen Conditions INTERSPEECH 2022
DRAFT: A Novel Framework to Reduce Domain Shifting in Self-supervised Learning and Its Application to Children’s ASR INTERSPEECH 2022
Reducing Domain mismatch in Self-supervised speech pre-training INTERSPEECH 2022