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Transfer Learning

4,848 papers

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Papers

FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations EMNLP 2021
To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning EMNLP 2021
Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-Switching EMNLP 2021
Wasserstein Selective Transfer Learning for Cross-domain Text Mining EMNLP 2021
AUTOSUMM: Automatic Model Creation for Text Summarization EMNLP 2021
What to Pre-Train on? Efficient Intermediate Task Selection EMNLP 2021
How to Train BERT with an Academic Budget EMNLP 2021
IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization EMNLP 2021
Multi-Domain Multilingual Question Answering EMNLP 2021
K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce EMNLP 2021
Language Clustering for Multilingual Named Entity Recognition EMNLP 2021
Rethinking Why Intermediate-Task Fine-Tuning Works EMNLP 2021
Efficient Test Time Adapter Ensembling for Low-resource Language Varieties EMNLP 2021
Knowledge-Guided Paraphrase Identification EMNLP 2021
Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval EMNLP 2021
Exploring Decomposition for Table-based Fact Verification EMNLP 2021
Effectiveness of Pre-training for Few-shot Intent Classification EMNLP 2021
Learning to Answer Psychological Questionnaire for Personality Detection EMNLP 2021
Neural Media Bias Detection Using Distant Supervision With BABE - Bias Annotations By Experts EMNLP 2021
CVAE-based Re-anchoring for Implicit Discourse Relation Classification EMNLP 2021
Improving End-to-End Task-Oriented Dialog System with A Simple Auxiliary Task EMNLP 2021
Multilingual Neural Machine Translation: Can Linguistic Hierarchies Help? EMNLP 2021
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph EMNLP 2021
An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis EMNLP 2021
Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embedding EMNLP 2021