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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Speaker Verification Under Adverse Conditions Using i-Vector Adaptation and Neural Networks INTERSPEECH 2017
Gradient-free Policy Architecture Search and Adaptation CORL 2017
Transferring End-to-End Visuomotor Control from Simulation to Real World for a Multi-Stage Task CORL 2017
IIIT-H at IJCNLP-2017 Task 4: Customer Feedback Analysis using Machine Learning and Neural Network Approaches IJCNLP 2017
Prerequisite Relation Learning for Concepts in MOOCs ACL 2017
Improving Deliverable Speech-to-Text Systems with Multilingual Knowledge Transfer INTERSPEECH 2017
Parser Adaptation for Social Media by Integrating Normalization ACL 2017
Human Centered NLP with User-Factor Adaptation EMNLP 2017
Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension EMNLP 2017
NRU-HSE at SemEval-2017 Task 4: Tweet Quantification Using Deep Learning Architecture SEMEVAL 2017
A Speaker Adaptive DNN Training Approach for Speaker-Independent Acoustic Inversion INTERSPEECH 2017
Matching neural paths: transfer from recognition to correspondence search NIPS 2017
Multi-Task Learning for Mispronunciation Detection on Singapore Children’s Mandarin Speech INTERSPEECH 2017
Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification IJCNLP 2017
Deep Automated Multi-task Learning IJCNLP 2017
A Rich Morphological Tagger for English: Exploring the Cross-Linguistic Tradeoff Between Morphology and Syntax EACL 2017
A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments EACL 2017
A Transition-based System for Universal Dependency Parsing CONLL 2017
Delexicalized transfer parsing for low-resource languages using transformed and combined treebanks CONLL 2017
Learning from Relatives: Unified Dialectal Arabic Segmentation CONLL 2017
Neural Structural Correspondence Learning for Domain Adaptation CONLL 2017
Cross-language Learning with Adversarial Neural Networks CONLL 2017
Learning Theory of Distributed Regression with Bias Corrected Regularization Kernel Network JMLR 2017
Language-Independent Prediction of Psycholinguistic Properties of Words IJCNLP 2017
Lipschitz Density-Ratios, Structured Data, and Data-driven Tuning AISTATS 2017