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Transfer Learning

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Papers

Analyzing Redundancy in Pretrained Transformer Models EMNLP 2020
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems EMNLP 2020
Multi-Stage Pre-training for Low-Resource Domain Adaptation EMNLP 2020
ISAAQ - Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention EMNLP 2020
X-FACTR: Multilingual Factual Knowledge Retrieval from Pretrained Language Models EMNLP 2020
XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation EMNLP 2020
Design Challenges in Low-resource Cross-lingual Entity Linking EMNLP 2020
Multi-Stage Pre-training for Automated Chinese Essay Scoring EMNLP 2020
Cross-lingual Spoken Language Understanding with Regularized Representation Alignment EMNLP 2020
Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training EMNLP 2020
Language Model Prior for Low-Resource Neural Machine Translation EMNLP 2020
Transformer Based Multi-Source Domain Adaptation EMNLP 2020
Simultaneous Learning of Pivots and Representations for Cross-Domain Sentiment Classification AAAI 2020
CSI: A Coarse Sense Inventory for 85% Word Sense Disambiguation AAAI 2020
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs AAAI 2020
Neural Inheritance Relation Guided One-Shot Layer Assignment Search AAAI 2020
Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start EMNLP 2020
Data and Representation for Turkish Natural Language Inference EMNLP 2020
HoMM: Higher-Order Moment Matching for Unsupervised Domain Adaptation AAAI 2020
Learning to Select Base Classes for Few-Shot Classification CVPR 2020
Hierarchically Robust Representation Learning CVPR 2020
Distilling Cross-Task Knowledge via Relationship Matching CVPR 2020
ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization EMNLP 2020
From Disjoint Sets to Parallel Data to Train Seq2Seq Models for Sentiment Transfer EMNLP 2020
FQuAD: French Question Answering Dataset EMNLP 2020