← Learning Types
Deep Learning › Learning Types ›

Transfer Learning

2362 directly classified papers

Papers per year

Papers

Transfer Learning Approaches for Streaming End-to-End Speech Recognition System INTERSPEECH 2020
BioBERTpt - A Portuguese Neural Language Model for Clinical Named Entity Recognition EMNLP 2020
Evaluation of Transfer Learning for Adverse Drug Event (ADE) and Medication Entity Extraction EMNLP 2020
BERTs of a feather do not generalize together: Large variability in generalization across models with similar test set performance EMNLP 2020
It’s not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT EMNLP 2020
Developing a New Classifier for Automated Identification of Incivility in Social Media EMNLP 2020
HurtBERT: Incorporating Lexical Features with BERT for the Detection of Abusive Language EMNLP 2020
Enhancing Generalization in Natural Language Inference by Syntax EMNLP 2020
Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing EMNLP 2020
Tri-Train: Automatic Pre-Fine Tuning between Pre-Training and Fine-Tuning for SciNER EMNLP 2020
How Effective is Task-Agnostic Data Augmentation for Pretrained Transformers? EMNLP 2020
Self-Supervised Representations Improve End-to-End Speech Translation INTERSPEECH 2020
BERT for Monolingual and Cross-Lingual Reverse Dictionary EMNLP 2020
A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese EMNLP 2020
Mining Knowledge for Natural Language Inference from Wikipedia Categories EMNLP 2020
Pushing the Limits of AMR Parsing with Self-Learning EMNLP 2020
Extending Multilingual BERT to Low-Resource Languages EMNLP 2020
On Romanization for Model Transfer Between Scripts in Neural Machine Translation EMNLP 2020
Knowledge Distillation from Offline to Streaming RNN Transducer for End-to-End Speech Recognition INTERSPEECH 2020
BERT-MK: Integrating Graph Contextualized Knowledge into Pre-trained Language Models EMNLP 2020
A Semi-supervised Approach to Generate the Code-Mixed Text using Pre-trained Encoder and Transfer Learning EMNLP 2020
ConveRT: Efficient and Accurate Conversational Representations from Transformers EMNLP 2020
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages EMNLP 2020
Multi-pretraining for Large-scale Text Classification EMNLP 2020
On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries EMNLP 2020