Transfer Learning

Personalized Dynamics Models for Adaptive Assistive Navigation Systems CoRL 2018 Policy and Value Transfer in Lifelong Reinforcement Learning ICML 2018 Predicting Concreteness and Imageability of Words Within and Across Languages via Word Embeddings ACL 2018 Predicting misreadings from gaze in children with reading difficulties NAACL 2018 Rapid Adaptation of Neural Machine Translation to New Languages EMNLP 2018 Recurrent Collaborative Filtering for Unifying General and Sequential Recommender IJCAI 2018 Recursive Neural Structural Correspondence Network for Cross-domain Aspect and Opinion Co-Extraction ACL 2018 Residualized Factor Adaptation for Community Social Media Prediction Tasks EMNLP 2018 Revisiting Multi-Task Learning with ROCK: a Deep Residual Auxiliary Block for Visual Detection NeurIPS 2018 SB@GU at the Complex Word Identification 2018 Shared Task NAACL 2018 Scalable Hyperparameter Transfer Learning NeurIPS 2018 Selecting Machine-Translated Data for Quick Bootstrapping of a Natural Language Understanding System NAACL 2018 Semantic Role Labeling for Learner Chinese: the Importance of Syntactic Parsing and L2-L1 Parallel Data EMNLP 2018 Semi-Supervised Optimal Transport for Heterogeneous Domain Adaptation IJCAI 2018 Similar but not the Same: Word Sense Disambiguation Improves Event Detection via Neural Representation Matching EMNLP 2018 Sim-to-Real Reinforcement Learning for Deformable Object Manipulation CoRL 2018 Sim-to-Real Transfer with Neural-Augmented Robot Simulation CoRL 2018 Sluice Resolution without Hand-Crafted Features over Brittle Syntax Trees NAACL 2018 SNU_IDS at SemEval-2018 Task 12: Sentence Encoder with Contextualized Vectors for Argument Reasoning Comprehension SemEval 2018 Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation ACL 2018 Solving Data Sparsity for Aspect Based Sentiment Analysis Using Cross-Linguality and Multi-Linguality NAACL 2018 Speaker Adaptation and Adaptive Training for Jointly Optimised Tandem Systems Interspeech 2018 Speech Emotion Recognition Using Spectrogram & Phoneme Embedding Interspeech 2018 State Abstractions for Lifelong Reinforcement Learning ICML 2018 Strong Baselines for Neural Semi-Supervised Learning under Domain Shift ACL 2018