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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Cross-Lingual Training for Automatic Question Generation ACL 2019
Generalized Tuning of Distributional Word Vectors for Monolingual and Cross-Lingual Lexical Entailment ACL 2019
Multi-Task Deep Neural Networks for Natural Language Understanding ACL 2019
Multilingual Constituency Parsing with Self-Attention and Pre-Training ACL 2019
A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning ACL 2019
Celebrity Profiling ACL 2019
Cross-Domain NER using Cross-Domain Language Modeling ACL 2019
XQA: A Cross-lingual Open-domain Question Answering Dataset ACL 2019
Soft Representation Learning for Sparse Transfer ACL 2019
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies ACL 2019
HEAD-QA: A Healthcare Dataset for Complex Reasoning ACL 2019
Zero-shot Dependency Parsing with Pre-trained Multilingual Sentence Representations EMNLP 2019
Zero-Shot Cross-lingual Name Retrieval for Low-Resource Languages EMNLP 2019
Massively Multilingual Transfer for NER ACL 2019
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection ACL 2019
Domain Adaptation with BERT-based Domain Classification and Data Selection EMNLP 2019
Deep Bidirectional Transformers for Relation Extraction without Supervision EMNLP 2019
MIDAS@SMM4H-2019: Identifying Adverse Drug Reactions and Personal Health Experience Mentions from Twitter ACL 2019
A logical-based corpus for cross-lingual evaluation EMNLP 2019
Exploiting BERT for End-to-End Aspect-based Sentiment Analysis EMNLP 2019
KNU-HYUNDAI’s NMT system for Scientific Paper and Patent Tasks onWAT 2019 EMNLP 2019
Recycling a Pre-trained BERT Encoder for Neural Machine Translation 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
Transfer Learning in Biomedical Named Entity Recognition: An Evaluation of BERT in the PharmaCoNER task EMNLP 2019
RACAI’s System at PharmaCoNER 2019 EMNLP 2019