Transfer Learning

Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical Texts ACL 2022 Few Shot Cross-Lingual TTS Using Transferable Phoneme Embedding Interspeech 2022 Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment CVPR 2022 Few-shot Named Entity Recognition with Self-describing Networks ACL 2022 Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations in a Label-Abundant Setup EMNLP 2022 Few-Shot Pidgin Text Adaptation via Contrastive Fine-Tuning COLING 2022 Few-Shot Tabular Data Enrichment Using Fine-Tuned Transformer Architectures ACL 2022 Findings of the WMT 2022 Shared Tasks in Unsupervised MT and Very Low Resource Supervised MT EMNLP 2022 Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge AISTATS 2022 Finer-grained Modeling units-based Meta-Learning for Low-resource Tibetan Speech Recognition Interspeech 2022 Fine-Tuning can Distort Pretrained Features and Underperform Out-of-Distribution ICLR 2022 Fine-Tuning Graph Neural Networks via Graph Topology Induced Optimal Transport IJCAI 2022 Food for Thought: How can we exploit contextual embeddings in the translation of idiomatic expressions? EMNLP 2022 Formalizing Consistency and Coherence of Representation Learning NeurIPS 2022 Formant Estimation and Tracking using Probabilistic Heat-Maps Interspeech 2022 Forward Compatible Training for Large-Scale Embedding Retrieval Systems CVPR 2022 From Good to Best: Two-Stage Training for Cross-Lingual Machine Reading Comprehension AAAI 2022 From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models EMNLP 2022 Frozen Pretrained Transformers as Universal Computation Engines AAAI 2022 Frustratingly Easy Transferability Estimation ICML 2022 GearNet: Stepwise Dual Learning for Weakly Supervised Domain Adaptation AAAI 2022 Generalized Few-Shot Semantic Segmentation CVPR 2022 Generative multitask learning mitigates target-causing confounding NeurIPS 2022 GenLoco: Generalized Locomotion Controllers for Quadrupedal Robots CoRL 2022 GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval NAACL 2022