← Resources & Methods
Natural Language Processing › Resources & Methods ›

Transfer Learning

458 directly classified papers

Papers per year

Papers

Parameter-Efficient Transfer Learning for NLP ICML 2019
Commonsense Knowledge Mining from Pretrained Models EMNLP 2019
Inject Rubrics into Short Answer Grading System EMNLP 2019
Cross-Lingual Dependency Parsing Using Code-Mixed TreeBank IJCNLP 2019
One Model to Learn Both: Zero Pronoun Prediction and Translation IJCNLP 2019
Zero-shot Reading Comprehension by Cross-lingual Transfer Learning with Multi-lingual Language Representation Model IJCNLP 2019
Improving Pre-Trained Multilingual Model with Vocabulary Expansion CONLL 2019
Multi-Source Cross-Lingual Model Transfer: Learning What to Share 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
Large Dataset and Language Model Fun-Tuning for Humor Recognition ACL 2019
Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling ACL 2019
Bleaching Text: Abstract Features for Cross-lingual Gender Prediction ACL 2018
A Multi-task Approach to Learning Multilingual Representations ACL 2018
The Hitchhiker’s Guide to Testing Statistical Significance in Natural Language Processing ACL 2018
Syntax Helps ELMo Understand Semantics: Is Syntax Still Relevant in a Deep Neural Architecture for SRL? ACL 2018
Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP ACL 2018
GIST at SemEval-2018 Task 12: A network transferring inference knowledge to Argument Reasoning Comprehension task SEMEVAL 2018
Semi-Supervised Sequence Modeling with Cross-View Training EMNLP 2018
Gromov-Wasserstein Alignment of Word Embedding Spaces EMNLP 2018
Enhancing Universal Dependency Treebanks: A Case Study EMNLP 2018
Improving Cross-Lingual Word Embeddings by Meeting in the Middle EMNLP 2018
Unsupervised Multilingual Word Embeddings EMNLP 2018
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data EMNLP 2017
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation EMNLP 2017