Transfer Learning

Domain adaptation under structural causal models JMLR 2021 Domain Adaptation With Auxiliary Target Domain-Oriented Classifier CVPR 2021 Domain Generalization by Marginal Transfer Learning JMLR 2021 Do not neglect related languages: The case of low-resource Occitan cross-lingual word embeddings EMNLP 2021 Do Sound Event Representations Generalize to Other Audio Tasks? A Case Study in Audio Transfer Learning Interspeech 2021 DUTNLP Machine Translation System for WMT21 Triangular Translation Task EMNLP 2021 DyLex: Incorporating Dynamic Lexicons into BERT for Sequence Labeling EMNLP 2021 EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets ACL 2021 ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-Shot Learning CVPR 2021 ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning EMNLP 2021 EdinSaar@WMT21: North-Germanic Low-Resource Multilingual NMT EMNLP 2021 Effectiveness of Pre-training for Few-shot Intent Classification EMNLP 2021 Efficient Domain Adaptation of Language Models via Adaptive Tokenization EMNLP 2021 Efficiently Identifying Task Groupings for Multi-Task Learning NeurIPS 2021 Efficient Test Time Adapter Ensembling for Low-resource Language Varieties EMNLP 2021 Ego-Exo: Transferring Visual Representations From Third-Person to First-Person Videos CVPR 2021 EmailSum: Abstractive Email Thread Summarization ACL 2021 Embedding Transfer With Label Relaxation for Improved Metric Learning CVPR 2021 Emoji-Based Transfer Learning for Sentiment Tasks EACL 2021 End-to-End Speech Translation with Pre-trained Models and Adapters: UPC at IWSLT 2021 ACL 2021 Ensemble Fine-tuned mBERT for Translation Quality Estimation EMNLP 2021 Environment Inference for Invariant Learning ICML 2021 ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora EMNLP 2021 Explainable Quality Estimation: CUNI Eval4NLP Submission EMNLP 2021 Exploiting a Zoo of Checkpoints for Unseen Tasks NeurIPS 2021