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Transfer Learning

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Exploring and Predicting Transferability across NLP Tasks EMNLP 2020
Identification and Estimation of Causal Effects Defined by Shift Interventions UAI 2020
Partially-Aligned Data-to-Text Generation with Distant Supervision EMNLP 2020
Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning EMNLP 2020
Learn to Cross-lingual Transfer with Meta Graph Learning Across Heterogeneous Languages EMNLP 2020
Bootstrapping a Crosslingual Semantic Parser EMNLP 2020
Provably Efficient Third-Person Imitation from Offline Observation UAI 2020
A Rigorous Study on Named Entity Recognition: Can Fine-tuning Pretrained Model Lead to the Promised Land? EMNLP 2020
On Learning Language-Invariant Representations for Universal Machine Translation ICML 2020
Continual Adaptation for Efficient Machine Communication CONLL 2020
Learning Music Helps You Read: Using Transfer to Study Linguistic Structure in Language Models EMNLP 2020
Unsupervised Approach for Zero-Shot Experiments: Bhojpuri–Hindi and Magahi–Hindi@LoResMT 2020 AACL 2020
Graph Policy Network for Transferable Active Learning on Graphs NIPS 2020
General Transportability of Soft Interventions: Completeness Results NIPS 2020
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems EMNLP 2020
The MAGICAL Benchmark for Robust Imitation NIPS 2020
Continual Adaptation for Efficient Machine Communication EMNLP 2020
Learning Search Space Partition for Black-box Optimization using Monte Carlo Tree Search NIPS 2020
Meta-learning from Tasks with Heterogeneous Attribute Spaces NIPS 2020
Developing Personalized Models of Blood Pressure Estimation from Wearable Sensors Data Using Minimally-trained Domain Adversarial Neural Networks MLHC 2020
Fourier movement primitives: an approach for learning rhythmic robot skills from demonstrations RSS 2020
Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher EMNLP 2020
Transfer Learning from Well-Curated to Less-Resourced Populations with HIV MLHC 2020
Towards Understanding ASR Error Correction for Medical Conversations ACL 2020
MultiQT: Multimodal learning for real-time question tracking in speech ACL 2020