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Transfer Learning

2362 directly classified papers

Papers per year

Papers

NoahNMT at WMT 2021: Dual Transfer for Very Low Resource Supervised Machine Translation EMNLP 2021
Does Pretraining for Summarization Require Knowledge Transfer? EMNLP 2021
Enhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery Mechanism EMNLP 2021
Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models’ Transferability EMNLP 2021
Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media EMNLP 2021
Named Entity Recognition for Entity Linking: What Works and What’s Next EMNLP 2021
mDAPT: Multilingual Domain Adaptive Pretraining in a Single Model EMNLP 2021
Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models EMNLP 2021
Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings EMNLP 2021
Less Is More: Domain Adaptation with Lottery Ticket for Reading Comprehension EMNLP 2021
Discovering Representation Sprachbund For Multilingual Pre-Training EMNLP 2021
Neural Media Bias Detection Using Distant Supervision With BABE - Bias Annotations By Experts EMNLP 2021
Rethinking Why Intermediate-Task Fine-Tuning Works EMNLP 2021
Efficient Test Time Adapter Ensembling for Low-resource Language Varieties EMNLP 2021
Learning and Evaluating a Differentially Private Pre-trained Language Model EMNLP 2021
IndoBERTweet: A Pretrained Language Model for Indonesian Twitter with Effective Domain-Specific Vocabulary Initialization EMNLP 2021
Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization EMNLP 2021
How to Train BERT with an Academic Budget EMNLP 2021
CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade EMNLP 2021
Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embedding EMNLP 2021
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts EMNLP 2021
Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks EMNLP 2021
Chinese Opinion Role Labeling with Corpus Translation: A Pivot Study EMNLP 2021
Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning EMNLP 2021
Competing Independent Modules for Knowledge Integration and Optimization EMNLP 2021