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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

Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models’ Transferability EMNLP 2021
WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER EMNLP 2021
Is Stance Detection Topic-Independent and Cross-topic Generalizable? - A Reproduction Study EMNLP 2021
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding Learning EMNLP 2021
Less Is More: Domain Adaptation with Lottery Ticket for Reading Comprehension EMNLP 2021
A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation EMNLP 2021
RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging EMNLP 2021
Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models EMNLP 2021
Bandits Don’t Follow Rules: Balancing Multi-Facet Machine Translation with Multi-Armed Bandits EMNLP 2021
APGN: Adversarial and Parameter Generation Networks for Multi-Source Cross-Domain Dependency Parsing EMNLP 2021
Incorporating medical knowledge in BERT for clinical relation extraction EMNLP 2021
Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining EMNLP 2021
Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval EMNLP 2021
Dynamic Domain Adaptation for Efficient Inference CVPR 2021
AutoDO: Robust AutoAugment for Biased Data With Label Noise via Scalable Probabilistic Implicit Differentiation CVPR 2021
Ego-Exo: Transferring Visual Representations From Third-Person to First-Person Videos CVPR 2021
Unsupervised Pre-Training for Person Re-Identification CVPR 2021
Group-aware Label Transfer for Domain Adaptive Person Re-identification CVPR 2021
Adaptive Methods for Real-World Domain Generalization CVPR 2021
Cross-Domain Similarity Learning for Face Recognition in Unseen Domains CVPR 2021
VIGOR: Cross-View Image Geo-Localization Beyond One-to-One Retrieval CVPR 2021
Adaptive Risk Minimization: Learning to Adapt to Domain Shift NIPS 2021
Why Do Better Loss Functions Lead to Less Transferable Features? NIPS 2021
Non-local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation NIPS 2021
Towards Optimal Strategies for Training Self-Driving Perception Models in Simulation NIPS 2021