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Transfer Learning

1113 directly classified papers

Papers per year

Papers

A systematic comparison of methods for low-resource dependency parsing on genuinely low-resource languages EMNLP 2019
Transfer Learning for Health-related Twitter Data ACL 2019
Disjoint Label Space Transfer Learning with Common Factorised Space AAAI 2019
Modeling Global Syntactic Variation in English Using Dialect Classification NAACL 2019
Cross-Lingual Transfer Learning for Affective Spoken Dialogue Systems INTERSPEECH 2019
Cross-Corpus Speech Emotion Recognition Using Semi-Supervised Transfer Non-Negative Matrix Factorization with Adaptation Regularization INTERSPEECH 2019
Meta-Interpretive Learning Using HEX-Programs IJCAI 2019
CMU-01 at the SIGMORPHON 2019 Shared Task on Crosslinguality and Context in Morphology ACL 2019
Cross-lingual morphological inflection with explicit alignment ACL 2019
Massively Multilingual Transfer for NER ACL 2019
JW300: A Wide-Coverage Parallel Corpus for Low-Resource Languages ACL 2019
Supervised and Unsupervised Transfer Learning for Question Answering NAACL 2018
Joint Multilingual Supervision for Cross-lingual Entity Linking EMNLP 2018
Transfer and Multi-Task Learning for Noun–Noun Compound Interpretation EMNLP 2018
Distant Supervision from Disparate Sources for Low-Resource Part-of-Speech Tagging EMNLP 2018
A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling ACL 2018
Identifying Transferable Information Across Domains for Cross-domain Sentiment Classification ACL 2018
INGEOTEC at SemEval-2018 Task 1: EvoMSA and μTC for Sentiment Analysis SEMEVAL 2018
Epita at SemEval-2018 Task 1: Sentiment Analysis Using Transfer Learning Approach SEMEVAL 2018
NLITrans at SemEval-2018 Task 12: Transfer of Semantic Knowledge for Argument Comprehension SEMEVAL 2018
An Exploration towards Joint Acoustic Modeling for Indian Languages: IIIT-H Submission for Low Resource Speech Recognition Challenge for Indian Languages, INTERSPEECH 2018 INTERSPEECH 2018
Multi-Task Learning of Speech Recognition and Speech Synthesis Parameters for Ultrasound-based Silent Speech Interfaces INTERSPEECH 2018
Universal Neural Machine Translation for Extremely Low Resource Languages NAACL 2018
Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages NAACL 2018
Taskonomy: Disentangling Task Transfer Learning CVPR 2018