Transfer Learning

Self-Attentive Speaker Embeddings for Text-Independent Speaker Verification Interspeech 2018 Self-regulation: Employing a Generative Adversarial Network to Improve Event Detection ACL 2018 Semi-supervised and Active-learning Scenarios: Efficient Acoustic Model Refinement for a Low Resource Indian Language Interspeech 2018 Semi-Supervised Learning with Declaratively Specified Entropy Constraints NeurIPS 2018 SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications EMNLP 2018 Similar but not the Same: Word Sense Disambiguation Improves Event Detection via Neural Representation Matching EMNLP 2018 SINAI at IEST 2018: Neural Encoding of Emotional External Knowledge for Emotion Classification EMNLP 2018 SIRIUS-LTG: An Entity Linking Approach to Fact Extraction and Verification EMNLP 2018 Somm: Into the Model EMNLP 2018 Source Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language COLING 2018 Speaker Adaptation and Adaptive Training for Jointly Optimised Tandem Systems Interspeech 2018 State Abstractions for Lifelong Reinforcement Learning ICML 2018 Structural Causal Bandits: Where to Intervene? NeurIPS 2018 Structured Variationally Auto-encoded Optimization ICML 2018 Supervised Treebank Conversion: Data and Approaches ACL 2018 Syntax-based Transfer Learning for the Task of Biomedical Relation Extraction EMNLP 2018 Synthesized Policies for Transfer and Adaptation across Tasks and Environments NeurIPS 2018 Task-Guided and Semantic-Aware Ranking for Academic Author-Paper Correlation Inference IJCAI 2018 Taskonomy: Disentangling Task Transfer Learning CVPR 2018 Teaching Inverse Reinforcement Learners via Features and Demonstrations NeurIPS 2018 Teaching Syntax by Adversarial Distraction EMNLP 2018 Temporal Belief Memory: Imputing Missing Data during RNN Training IJCAI 2018 Text Segmentation as a Supervised Learning Task NAACL 2018 The BQ Corpus: A Large-scale Domain-specific Chinese Corpus For Sentence Semantic Equivalence Identification EMNLP 2018 The First Multilingual Surface Realisation Shared Task (SR’18): Overview and Evaluation Results ACL 2018