Transfer Learning

Why Do Pretrained Language Models Help in Downstream Tasks? An Analysis of Head and Prompt Tuning NeurIPS 2021 WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia EACL 2021 XPersona: Evaluating Multilingual Personalized Chatbot EMNLP 2021 YoungSheldon at SemEval-2021 Task 7: Fine-tuning Is All You Need SemEval 2021 Zero-Pair Image to Image Translation Using Domain Conditional Normalization WACV 2021 Zero-shot cross-lingual Meaning Representation Transfer: Annotation of Hungarian using the Prague Functional Generative Description EMNLP 2021 Zero-Shot Cross-Lingual Transfer is a Hard Baseline to Beat in German Fine-Grained Entity Typing EMNLP 2021 Zero-shot Generalization in Dialog State Tracking through Generative Question Answering EACL 2021 Zoo-Tuning: Adaptive Transfer from A Zoo of Models ICML 2021 A 43 Language Multilingual Punctuation Prediction Neural Network Model Interspeech 2020 ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs AAAI 2020 A Call for More Rigor in Unsupervised Cross-lingual Learning ACL 2020 Accelerated Bayesian Optimisation through Weight-Prior Tuning AISTATS 2020 Accelerating Reinforcement Learning with Learned Skill Priors CoRL 2020 A Concise Model for Multi-Criteria Chinese Word Segmentation with Transformer Encoder EMNLP 2020 Acquiring Knowledge from Pre-Trained Model to Neural Machine Translation AAAI 2020 Action Segmentation with Mixed Temporal Domain Adaptation WACV 2020 Active Adversarial Domain Adaptation WACV 2020 Active Learning for Imbalanced Datasets WACV 2020 AdaFilter: Adaptive Filter Fine-Tuning for Deep Transfer Learning AAAI 2020 Adaptive Adversarial Multi-task Representation Learning ICML 2020 Adaptive Speaker Normalization for CTC-Based Speech Recognition Interspeech 2020 Adobe AMPS’s Submission for Very Low Resource Supervised Translation Task at WMT20 EMNLP 2020 Adversarial Domain Adaptation with Domain Mixup AAAI 2020 Adversarial-Learned Loss for Domain Adaptation AAAI 2020