Deep Learning

Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge ACL 2018 Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge COLING 2018 Knowledge Base Question Answering via Encoding of Complex Query Graphs EMNLP 2018 Knowledge Distillation by On-the-Fly Native Ensemble NeurIPS 2018 Knowledge Distillation for Sequence Model Interspeech 2018 Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition IJCAI 2018 Knowledge Graph Embedding with Hierarchical Relation Structure EMNLP 2018 Knowledge-Guided Agent-Tactic-Aware Learning for StarCraft Micromanagement IJCAI 2018 Knowledge Guided Multi-instance Multi-label Learning via Neural Networks in Medicines Prediction ACML 2018 KNU CI System at SemEval-2018 Task4: Character Identification by Solving Sequence-Labeling Problem SemEval 2018 Kronecker-factored Curvature Approximations for Recurrent Neural Networks ICLR 2018 Kronecker Recurrent Units ICML 2018 L4: Practical loss-based stepsize adaptation for deep learning NeurIPS 2018 Ladder Networks for Emotion Recognition: Using Unsupervised Auxiliary Tasks to Improve Predictions of Emotional Attributes Interspeech 2018 LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning NeurIPS 2018 LAMV: Learning to Align and Match Videos With Kernelized Temporal Layers CVPR 2018 Language-Based Image Editing With Recurrent Attentive Models CVPR 2018 Language Identification in Code-Mixed Data using Multichannel Neural Networks and Context Capture EMNLP 2018 Language Independent Sentiment Analysis with Sentiment-Specific Word Embeddings EMNLP 2018 Language Informed Modeling of Code-Switched Text ACL 2018 Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic Data ACL 2018 Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis EMNLP 2018 Language Modeling with Sparse Product of Sememe Experts EMNLP 2018 Large Margin Neural Language Model EMNLP 2018 Large scale distributed neural network training through online distillation ICLR 2018