Transfer Learning

Does Pretraining for Summarization Require Knowledge Transfer? EMNLP 2021 Domain Consensus Clustering for Universal Domain Adaptation CVPR 2021 Don’t Go Far Off: An Empirical Study on Neural Poetry Translation EMNLP 2021 Dynamic Terminology Integration for COVID-19 and Other Emerging Domains EMNLP 2021 Editing Factual Knowledge in Language Models EMNLP 2021 Efficient Conditional GAN Transfer With Knowledge Propagation Across Classes CVPR 2021 Efficient Domain Adaptation of Language Models via Adaptive Tokenization EMNLP 2021 Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature Similarity EMNLP 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 Enhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery Mechanism EMNLP 2021 Enhancing Interpretable Clauses Semantically using Pretrained Word Representation EMNLP 2021 Ensembling of Distilled Models from Multi-task Teachers for Constrained Resource Language Pairs EMNLP 2021 Entity-level Cross-modal Learning Improves Multi-modal Machine Translation EMNLP 2021 Evidence-based Factual Error Correction ACL 2021 Examining Cross-lingual Contextual Embeddings with Orthogonal Structural Probes EMNLP 2021 Exploring Pre-Trained Transformers and Bilingual Transfer Learning for Arabic Coreference Resolution EMNLP 2021 Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models EMNLP 2021 Exploring Transfer Learning For End-to-End Spoken Language Understanding AAAI 2021 FastSeq: Make Sequence Generation Faster ACL 2021 Few-Shot Image Generation via Cross-Domain Correspondence CVPR 2021 Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization EMNLP 2021 Finding Sparse Structures for Domain Specific Neural Machine Translation AAAI 2021 Fine-Grained Angular Contrastive Learning With Coarse Labels CVPR 2021 Fine-tuning Transformers for Identifying Self-Reporting Potential Cases and Symptoms of COVID-19 in Tweets NAACL 2021