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transfer learning

5449 papers

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Training Deep Networks on Domain Randomized Synthetic X-ray Data for Cardiac Interventions MIDL 2019
Data Augmentation with Atomic Templates for Spoken Language Understanding IJCNLP 2019
Reverse Transfer Learning: Can Word Embeddings Trained for Different NLP Tasks Improve Neural Language Models? INTERSPEECH 2019
Far-Field End-to-End Text-Dependent Speaker Verification Based on Mixed Training Data with Transfer Learning and Enrollment Data Augmentation INTERSPEECH 2019
Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition INTERSPEECH 2019
Neural Transfer Learning for Cry-Based Diagnosis of Perinatal Asphyxia INTERSPEECH 2019
Active Domain Randomization CORL 2019
On Robustness of Unsupervised Domain Adaptation for Speaker Recognition INTERSPEECH 2019
Lombard Speech Synthesis Using Transfer Learning in a Tacotron Text-to-Speech System INTERSPEECH 2019
Augmenting Transfer Learning with Semantic Reasoning IJCAI 2019
Learning Natural Language Interfaces with Neural Models INTERSPEECH 2019
Multi-Dialect Acoustic Modeling Using Phone Mapping and Online i-Vectors INTERSPEECH 2019
KL-Divergence Regularized Deep Neural Network Adaptation for Low-Resource Speaker-Dependent Speech Enhancement INTERSPEECH 2019
Transfer-Representation Learning for Detecting Spoofing Attacks with Converted and Synthesized Speech in Automatic Speaker Verification System INTERSPEECH 2019
EPITA-ADAPT at SemEval-2019 Task 3: Detecting emotions in textual conversations using deep learning models combination SEMEVAL 2019
Figure Eight at SemEval-2019 Task 3: Ensemble of Transfer Learning Methods for Contextual Emotion Detection SEMEVAL 2019
LIRMM-Advanse at SemEval-2019 Task 3: Attentive Conversation Modeling for Emotion Detection and Classification SEMEVAL 2019
MITRE at SemEval-2019 Task 5: Transfer Learning for Multilingual Hate Speech Detection SEMEVAL 2019
BNU-HKBU UIC NLP Team 2 at SemEval-2019 Task 6: Detecting Offensive Language Using BERT model SEMEVAL 2019
Embeddia at SemEval-2019 Task 6: Detecting Hate with Neural Network and Transfer Learning Approaches SEMEVAL 2019
UHH-LT at SemEval-2019 Task 6: Supervised vs. Unsupervised Transfer Learning for Offensive Language Detection SEMEVAL 2019
Dick-Preston and Morbo at SemEval-2019 Task 4: Transfer Learning for Hyperpartisan News Detection SEMEVAL 2019
SINAI-DL at SemEval-2019 Task 7: Data Augmentation and Temporal Expressions SEMEVAL 2019
DS at SemEval-2019 Task 9: From Suggestion Mining with neural networks to adversarial cross-domain classification SEMEVAL 2019
NL-FIIT at SemEval-2019 Task 9: Neural Model Ensemble for Suggestion Mining SEMEVAL 2019