Transfer Learning

Unsupervised Domain Adaptation in Cross-corpora Abusive Language Detection NAACL 2021 Unsupervised Domain Adaptation Method with Semantic-Structural Alignment for Dependency Parsing EMNLP 2021 Unsupervised Embedding Adaptation via Early-Stage Feature Reconstruction for Few-Shot Classification ICML 2021 Unsupervised Multi-Source Domain Adaptation Without Access to Source Data CVPR 2021 Unsupervised Multi-Target Domain Adaptation for Acoustic Scene Classification Interspeech 2021 Unsupervised Paraphrasing with Pretrained Language Models EMNLP 2021 Unsupervised Translation of German–Lower Sorbian: Exploring Training and Novel Transfer Methods on a Low-Resource Language EMNLP 2021 UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP ACL 2021 VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation ACL 2021 Visual Grounding Strategies for Text-Only Natural Language Processing EACL 2021 Voice2Series: Reprogramming Acoustic Models for Time Series Classification ICML 2021 Voice Activity Detection with Teacher-Student Domain Emulation Interspeech 2021 Warp Consistency for Unsupervised Learning of Dense Correspondences ICCV 2021 Wasserstein Barycenter for Multi-Source Domain Adaptation CVPR 2021 Wasserstein Selective Transfer Learning for Cross-domain Text Mining EMNLP 2021 Weakly Supervised Construction of ASR Systems from Massive Video Data Interspeech 2021 Weak-shot Fine-grained Classification via Similarity Transfer NeurIPS 2021 We Need To Talk About Random Splits EACL 2021 What Makes Instance Discrimination Good for Transfer Learning? ICLR 2021 What’s Hidden in a One-layer Randomly Weighted Transformer? EMNLP 2021 What to Pre-Train on? Efficient Intermediate Task Selection EMNLP 2021 What transfers in morphological inflection? Experiments with analogical models ACL 2021 When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training EMNLP 2021 When Do You Need Billions of Words of Pretraining Data? ACL 2021 Whit’s the Richt Pairt o Speech: PoS tagging for Scots EACL 2021