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domain adaptation

4595 papers

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DA

Co-occurring keywords

transfer learning (5449) unsupervised learning (3264) large language model (13587) semantic segmentation (3186) domain generalization (1522) representation learning (6206) neural machine translation (2310) adversarial learning (1595) text classification (6793) knowledge distillation (3725)

Papers

Detecting False Claims in Low-Resource Regions: A Case Study of Caribbean Islands ACL 2022
Unsupervised Domain Adaptation for Question Generation with DomainData Selection and Self-training NAACL 2022
Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation NAACL 2022
MultiVerS: Improving scientific claim verification with weak supervision and full-document context NAACL 2022
So Different Yet So Alike! Constrained Unsupervised Text Style Transfer ACL 2022
Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification ACL 2022
Residual Language Model for End-to-end Speech Recognition INTERSPEECH 2022
Unsupervised domain adaptation for speech recognition with unsupervised error correction INTERSPEECH 2022
Do Learned Representations Respect Causal Relationships? CVPR 2022
VisualGPT: Data-Efficient Adaptation of Pretrained Language Models for Image Captioning CVPR 2022
Towards Multi-Domain Single Image Dehazing via Test-Time Training CVPR 2022
Contrastive Regression for Domain Adaptation on Gaze Estimation CVPR 2022
A Study on Entity Linking Across Domains: Which Data is Best for Fine-Tuning? ACL 2022
Deep Vanishing Point Detection: Geometric Priors Make Dataset Variations Vanish CVPR 2022
Revisiting Learnable Affines for Batch Norm in Few-Shot Transfer Learning CVPR 2022
Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation ACL 2022
Entity Extraction in Low Resource Domains with Selective Pre-training of Large Language Models EMNLP 2022
Learning to Adapt to Low-Resource Paraphrase Generation EMNLP 2022
Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts EMNLP 2022
Style Transfer as Data Augmentation: A Case Study on Named Entity Recognition EMNLP 2022
Domain Adaptation of Machine Translation with Crowdworkers EMNLP 2022
Residual Learning of Neural Text Generation with n-gram Language Model EMNLP 2022
m4 Adapter: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter EMNLP 2022
Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards EMNLP 2022
ClinicalT5: A Generative Language Model for Clinical Text EMNLP 2022