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Transfer Learning

8,166 papers

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Papers

Improving Multilingual Models with Language-Clustered Vocabularies EMNLP 2020
Zero-Shot Cross-Lingual Transfer with Meta Learning EMNLP 2020
Unsupervised Cross-Lingual Part-of-Speech Tagging for Truly Low-Resource Scenarios EMNLP 2020
An Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training EMNLP 2020
Analyzing Redundancy in Pretrained Transformer Models EMNLP 2020
Probing Task-Oriented Dialogue Representation from Language Models EMNLP 2020
End-to-End Slot Alignment and Recognition for Cross-Lingual NLU EMNLP 2020
Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing EMNLP 2020
Zero-Shot Crosslingual Sentence Simplification 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
Iterative Domain-Repaired Back-Translation EMNLP 2020
Interactive Refinement of Cross-Lingual Word Embeddings EMNLP 2020
Entity Enhanced BERT Pre-training for Chinese NER EMNLP 2020
Multi-Stage Pre-training for Automated Chinese Essay Scoring EMNLP 2020
Distilling Structured Knowledge for Text-Based Relational Reasoning EMNLP 2020
Learning Music Helps You Read: Using Transfer to Study Linguistic Structure in Language Models EMNLP 2020
Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification EMNLP 2020
Unified Feature and Instance Based Domain Adaptation for Aspect-Based Sentiment Analysis EMNLP 2020
XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization EMNLP 2020
Cross-lingual Spoken Language Understanding with Regularized Representation Alignment EMNLP 2020
A Rigorous Study on Named Entity Recognition: Can Fine-tuning Pretrained Model Lead to the Promised Land? EMNLP 2020
Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training EMNLP 2020
Fact or Fiction: Verifying Scientific Claims EMNLP 2020
MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer EMNLP 2020