Transfer Learning

Improved Algorithms for Collaborative PAC Learning NeurIPS 2018 Improved ASR for Under-resourced Languages through Multi-task Learning with Acoustic Landmarks Interspeech 2018 Improving DNNs Trained with Non-Native Transcriptions Using Knowledge Distillation and Target Interpolation Interspeech 2018 Improving Gender Identification in Movie Audio Using Cross-Domain Data Interspeech 2018 Improving Knowledge Graph Embedding Using Simple Constraints ACL 2018 Improving Low Resource Named Entity Recognition using Cross-lingual Knowledge Transfer IJCAI 2018 Improving Simple Models with Confidence Profiles NeurIPS 2018 Improving Text-to-SQL Evaluation Methodology ACL 2018 Integrating Question Classification and Deep Learning for improved Answer Selection COLING 2018 Interpretable Drug Target Prediction Using Deep Neural Representation IJCAI 2018 Invariant Models for Causal Transfer Learning JMLR 2018 Inverse Reinforcement Learning via Nonparametric Spatio-Temporal Subgoal Modeling JMLR 2018 Isolating Sources of Disentanglement in Variational Autoencoders NeurIPS 2018 Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP ACL 2018 ITER: Improving Translation Edit Rate through Optimizable Edit Costs EMNLP 2018 Jointly Embedding Entities and Text with Distant Supervision ACL 2018 Joint Part-of-Speech and Language ID Tagging for Code-Switched Data ACL 2018 Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge COLING 2018 Knowledge Distillation for Sequence Model Interspeech 2018 Knowledge-Guided Agent-Tactic-Aware Learning for StarCraft Micromanagement IJCAI 2018 Knowledge Transfer with Jacobian Matching ICML 2018 Label-Aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition NAACL 2018 Language-Based Automatic Assessment of Cognitive and Communicative Functions Related to Parkinson’s Disease COLING 2018 Language Independent Sentiment Analysis with Sentiment-Specific Word Embeddings EMNLP 2018 Language Informed Modeling of Code-Switched Text ACL 2018