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transfer learning

5449 papers

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TL

Co-occurring keywords

domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

KU_ai at MEDIQA 2019: Domain-specific Pre-training and Transfer Learning for Medical NLI ACL 2019
Surf at MEDIQA 2019: Improving Performance of Natural Language Inference in the Clinical Domain by Adopting Pre-trained Language Model ACL 2019
Improving classification of Adverse Drug Reactions through Using Sentiment Analysis and Transfer Learning ACL 2019
Transfer Learning for Causal Sentence Detection ACL 2019
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets ACL 2019
From Bilingual to Multilingual Neural Machine Translation by Incremental Training ACL 2019
Hierarchical Transfer Learning for Multi-label Text Classification ACL 2019
Large-Scale Transfer Learning for Natural Language Generation ACL 2019
Toward Comprehensive Understanding of a Sentiment Based on Human Motives ACL 2019
Iterative Dual Domain Adaptation for Neural Machine Translation IJCNLP 2019
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables IJCNLP 2019
The Woman Worked as a Babysitter: On Biases in Language Generation IJCNLP 2019
A Robust Self-Learning Framework for Cross-Lingual Text Classification IJCNLP 2019
An Investigation of Transfer Learning-Based Sentiment Analysis in Japanese ACL 2019
Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling ACL 2019
A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning ACL 2019
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies ACL 2019
Context-specific Language Modeling for Human Trafficking Detection from Online Advertisements ACL 2019
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems ACL 2019
Adaptation Based on Generalized Discrepancy JMLR 2019
A Label Informative Wide & Deep Classifier for Patents and Papers IJCNLP 2019
Learning Transferable Feature Representations Using Neural Networks ACL 2019
Distilling Discrimination and Generalization Knowledge for Event Detection via Delta-Representation Learning ACL 2019
Multi-Task Deep Neural Networks for Natural Language Understanding ACL 2019
Soft Representation Learning for Sparse Transfer ACL 2019