Transfer Learning

Language Models are Few-shot Multilingual Learners EMNLP 2021 Lazy Low-Resource Coreference Resolution: a Study on Leveraging Black-Box Translation Tools EMNLP 2021 Learned Initializations for Optimizing Coordinate-Based Neural Representations CVPR 2021 Learning and Evaluating a Differentially Private Pre-trained Language Model EMNLP 2021 Learning Better Visual Dialog Agents With Pretrained Visual-Linguistic Representation CVPR 2021 Learning Data Augmentation Schedules for Natural Language Processing EMNLP 2021 Learning Graphs for Knowledge Transfer With Limited Labels CVPR 2021 Learning Language Specific Sub-network for Multilingual Machine Translation ACL 2021 Learning Scene Structure Guidance via Cross-Task Knowledge Transfer for Single Depth Super-Resolution CVPR 2021 Less Is More: ClipBERT for Video-and-Language Learning via Sparse Sampling CVPR 2021 Less Is More: Domain Adaptation with Lottery Ticket for Reading Comprehension EMNLP 2021 Lightweight Adapter Tuning for Multilingual Speech Translation ACL 2021 Limitations of Knowledge Distillation for Zero-shot Transfer Learning EMNLP 2021 LogME: Practical Assessment of Pre-trained Models for Transfer Learning ICML 2021 Long Document Summarization in a Low Resource Setting using Pretrained Language Models ACL 2021 Low Resource ASR: The Surprising Effectiveness of High Resource Transliteration Interspeech 2021 Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining EMNLP 2021 Low Resource Similar Language Neural Machine Translation for Tamil-Telugu EMNLP 2021 M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-Training CVPR 2021 MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer EMNLP 2021 Many-to-English Machine Translation Tools, Data, and Pretrained Models ACL 2021 Mask-Align: Self-Supervised Neural Word Alignment ACL 2021 mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model EMNLP 2021 Memory Oriented Transfer Learning for Semi-Supervised Image Deraining CVPR 2021 Meta Distant Transfer Learning for Pre-trained Language Models EMNLP 2021