Transfer Learning

Low Resource ASR: The Surprising Effectiveness of High Resource Transliteration Interspeech 2021 Low-Resource Machine Translation Using Cross-Lingual Language Model Pretraining NAACL 2021 Low-resource Taxonomy Enrichment with Pretrained Language Models EMNLP 2021 LSH-SMILE: Locality Sensitive Hashing Accelerated Simulation and Learning NeurIPS 2021 MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer EMNLP 2021 Mandoline: Model Evaluation under Distribution Shift ICML 2021 Many-to-English Machine Translation Tools, Data, and Pretrained Models ACL 2021 MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction EMNLP 2021 Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP EACL 2021 Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling ICML 2021 MCL@IITK at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation using Augmented Data, Signals, and Transformers SemEval 2021 MedAug: Contrastive learning leveraging patient metadata improves representations for chest X-ray interpretation MLHC 2021 Mediated Uncoupled Learning: Learning Functions without Direct Input-output Correspondences ICML 2021 Membership Privacy for Machine Learning Models Through Knowledge Transfer AAAI 2021 Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories EMNLP 2021 Memory Oriented Transfer Learning for Semi-Supervised Image Deraining CVPR 2021 MERLOT: Multimodal Neural Script Knowledge Models NeurIPS 2021 Meta Distant Transfer Learning for Pre-trained Language Models EMNLP 2021 Meta-Learning for Effective Multi-task and Multilingual Modelling EACL 2021 Meta-Learning to Compositionally Generalize ACL 2021 MFAQ: a Multilingual FAQ Dataset EMNLP 2021 MFNP: A Meta-optimized Model for Few-shot Next POI Recommendation IJCAI 2021 Micro-Expression Recognition Enhanced by Macro-Expression from Spatial-Temporal Domain IJCAI 2021 MinD at SemEval-2021 Task 6: Propaganda Detection using Transfer Learning and Multimodal Fusion SemEval 2021 Mixed Supervised Object Detection by Transferring Mask Prior and Semantic Similarity NeurIPS 2021