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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning EMNLP 2019
A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling EMNLP 2019
Transfer Fine-Tuning: A BERT Case Study EMNLP 2019
MultiFiT: Efficient Multi-lingual Language Model Fine-tuning EMNLP 2019
Working Hard or Hardly Working: Challenges of Integrating Typology into Neural Dependency Parsers EMNLP 2019
Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing EMNLP 2019
Text Genre and Training Data Size in Human-like Parsing EMNLP 2019
Aggregating Bidirectional Encoder Representations Using MatchLSTM for Sequence Matching EMNLP 2019
Honkling: In-Browser Personalization for Ubiquitous Keyword Spotting EMNLP 2019
UER: An Open-Source Toolkit for Pre-training Models EMNLP 2019
RACAI’s System at PharmaCoNER 2019 EMNLP 2019
Transfer Learning in Biomedical Named Entity Recognition: An Evaluation of BERT in the PharmaCoNER task EMNLP 2019
Hello, It’s GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems EMNLP 2019
Recycling a Pre-trained BERT Encoder for Neural Machine Translation EMNLP 2019
KNU-HYUNDAI’s NMT system for Scientific Paper and Patent Tasks onWAT 2019 EMNLP 2019
Exploiting BERT for End-to-End Aspect-based Sentiment Analysis EMNLP 2019
A logical-based corpus for cross-lingual evaluation EMNLP 2019
Deep Bidirectional Transformers for Relation Extraction without Supervision EMNLP 2019
Domain Adaptation with BERT-based Domain Classification and Data Selection EMNLP 2019
Zero-Shot Cross-lingual Name Retrieval for Low-Resource Languages EMNLP 2019
Zero-shot Dependency Parsing with Pre-trained Multilingual Sentence Representations EMNLP 2019
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering EMNLP 2019
NSIT@NLP4IF-2019: Propaganda Detection from News Articles using Transfer Learning EMNLP 2019
Sentence-Level Propaganda Detection in News Articles with Transfer Learning and BERT-BiLSTM-Capsule Model EMNLP 2019
Multimodal, Multilingual Grapheme-to-Phoneme Conversion for Low-Resource Languages EMNLP 2019