Deep Learning

Improving GAN Training via Binarized Representation Entropy (BRE) Regularization ICLR 2018 Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph NAACL 2018 Improving Knowledge Graph Embedding Using Simple Constraints ACL 2018 Improving Landmark Localization With Semi-Supervised Learning CVPR 2018 Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging EMNLP 2018 Improving Lexical Choice in Neural Machine Translation NAACL 2018 Improving Mandarin Tone Recognition Using Convolutional Bidirectional Long Short-Term Memory with Attention Interspeech 2018 Improving Maximum Likelihood Estimation of Temporal Point Process via Discriminative and Adversarial Learning IJCAI 2018 Improving Multi-label Emotion Classification via Sentiment Classification with Dual Attention Transfer Network EMNLP 2018 Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological Tags COLING 2018 Improving Neural Abstractive Document Summarization with Explicit Information Selection Modeling EMNLP 2018 Improving Neural Language Models with Weight Norm Initialization and Regularization EMNLP 2018 Improving Neural Machine Translation by Incorporating Hierarchical Subword Features COLING 2018 Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets NAACL 2018 Improving Neural Program Synthesis with Inferred Execution Traces NeurIPS 2018 Improving Optimization for Models With Continuous Symmetry Breaking ICML 2018 Improving Reinforcement Learning Based Image Captioning with Natural Language Prior EMNLP 2018 Improving Reinforcement Learning with Human Input IJCAI 2018 Improving Slot Filling in Spoken Language Understanding with Joint Pointer and Attention ACL 2018 Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect ICLR 2018 Improving the Transformer Translation Model with Document-Level Context EMNLP 2018 Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder EMNLP 2018 Incorporating Chinese Characters of Words for Lexical Sememe Prediction ACL 2018 Incorporating Context into Language Encoding Models for fMRI NeurIPS 2018 Incorporating Glosses into Neural Word Sense Disambiguation ACL 2018