Transfer Learning

Learning to Transfer Prompts for Text Generation NAACL 2022 Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training NAACL 2022 Learning Video Representations of Human Motion From Synthetic Data CVPR 2022 Learn what matters: cross-domain imitation learning with task-relevant embeddings NeurIPS 2022 Less-forgetting Multi-lingual Fine-tuning NeurIPS 2022 Leveraging Open Data and Task Augmentation to Automated Behavioral Coding of Psychotherapy Conversations in Low-Resource Scenarios EMNLP 2022 Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection CVPR 2022 Lifting the Curse of Multilinguality by Pre-training Modular Transformers NAACL 2022 LIFT: Language-Interfaced Fine-Tuning for Non-language Machine Learning Tasks NeurIPS 2022 LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting COLING 2022 Low-data? No problem: low-resource, language-agnostic conversational text-to-speech via F0-conditioned data augmentation Interspeech 2022 Low-Resource Adaptation for Personalized Co-Speech Gesture Generation CVPR 2022 Low-resource Low-footprint Wake-word Detection using Knowledge Distillation Interspeech 2022 Low Resource Style Transfer via Domain Adaptive Meta Learning NAACL 2022 M2D2: A Massively Multi-Domain Language Modeling Dataset EMNLP 2022 M5Product: Self-Harmonized Contrastive Learning for E-Commercial Multi-Modal Pretraining CVPR 2022 Machine Translation Robustness to Natural Asemantic Variation EMNLP 2022 MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition EMNLP 2022 Matryoshka Representation Learning NeurIPS 2022 Maximum Bayes Smatch Ensemble Distillation for AMR Parsing NAACL 2022 Measuring the Language of Self-Disclosure across Corpora ACL 2022 MECI: A Multilingual Dataset for Event Causality Identification COLING 2022 MedJEx: A Medical Jargon Extraction Model with Wiki’s Hyperlink Span and Contextualized Masked Language Model Score EMNLP 2022 Merging Models with Fisher-Weighted Averaging NeurIPS 2022 Meta-analysis of heterogeneous data: integrative sparse regression in high-dimensions JMLR 2022