Transfer Learning

Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study ACL 2021 Exploring Decomposition for Table-based Fact Verification EMNLP 2021 Exploring Pre-Trained Transformers and Bilingual Transfer Learning for Arabic Coreference Resolution EMNLP 2021 Extracting Material Property Measurement Data from Scientific Articles EMNLP 2021 FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations EMNLP 2021 Fast Text-Only Domain Adaptation of RNN-Transducer Prediction Network Interspeech 2021 Few-Shot Image Classification: Just Use a Library of Pre-Trained Feature Extractors and a Simple Classifier ICCV 2021 Few-Shot Keyword Spotting in Any Language Interspeech 2021 Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? CVPR 2021 FEWS: Large-Scale, Low-Shot Word Sense Disambiguation with the Dictionary EACL 2021 Findings of the WMT 2021 Shared Tasks in Unsupervised MT and Very Low Resource Supervised MT EMNLP 2021 Fine-grained General Entity Typing in German using GermaNet NAACL 2021 Fine-grained Generalization Analysis of Inductive Matrix Completion NeurIPS 2021 Fine-Grained Style Modeling, Transfer and Prediction in Text-to-Speech Synthesis via Phone-Level Content-Style Disentanglement Interspeech 2021 Fine-tuning BERT to classify COVID19 tweets containing symptoms NAACL 2021 Fine-tuning Transformers for Identifying Self-Reporting Potential Cases and Symptoms of COVID-19 in Tweets NAACL 2021 FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation CVPR 2021 Foreseeing the Benefits of Incidental Supervision EMNLP 2021 For high-dimensional hierarchical models, consider exchangeability of effects across covariates instead of across datasets NeurIPS 2021 FREE: Feature Refinement for Generalized Zero-Shot Learning ICCV 2021 From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding NAACL 2021 Frustratingly Simple but Surprisingly Strong: Using Language-Independent Features for Zero-shot Cross-lingual Semantic Parsing EMNLP 2021 GAIA: A Transfer Learning System of Object Detection That Fits Your Needs CVPR 2021 Generalising without Forgetting for Lifelong Person Re-Identification AAAI 2021 Generalization on Unseen Domains via Inference-Time Label-Preserving Target Projections CVPR 2021