Transfer Learning

Cross-Domain NER using Cross-Domain Language Modeling ACL 2019 Cross-Lingual Syntactic Transfer through Unsupervised Adaptation of Invertible Projections ACL 2019 Crowdsourcing and Validating Event-focused Emotion Corpora for German and English ACL 2019 Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? EMNLP 2019 Embedding Strategies for Specialized Domains: Application to Clinical Entity Recognition ACL 2019 En-Ar Bilingual Word Embeddings without Word Alignment: Factors Effects ACL 2019 How Multilingual is Multilingual BERT? ACL 2019 hULMonA: The Universal Language Model in Arabic ACL 2019 Improving Pre-Trained Multilingual Model with Vocabulary Expansion CoNLL 2019 Inject Rubrics into Short Answer Grading System EMNLP 2019 Large Dataset and Language Model Fun-Tuning for Humor Recognition ACL 2019 Multilingual Factor Analysis ACL 2019 Multi-Source Cross-Lingual Model Transfer: Learning What to Share ACL 2019 NICT’s Supervised Neural Machine Translation Systems for the WMT19 News Translation Task ACL 2019 Parameter-Efficient Transfer Learning for NLP ICML 2019 To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks ACL 2019 Towards Language Agnostic Universal Representations ACL 2019 Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets ACL 2019 Unsupervised Cross-Lingual Representation Learning ACL 2019 Unsupervised Joint Training of Bilingual Word Embeddings ACL 2019 A Multi-task Approach to Learning Multilingual Representations ACL 2018 Bleaching Text: Abstract Features for Cross-lingual Gender Prediction ACL 2018 Enhancing Universal Dependency Treebanks: A Case Study EMNLP 2018 GIST at SemEval-2018 Task 12: A network transferring inference knowledge to Argument Reasoning Comprehension task SemEval 2018 Gromov-Wasserstein Alignment of Word Embedding Spaces EMNLP 2018