Episodic Curiosity through Reachability. Labeling Gaps Between Words: Recognizing Overlapping Mentions with Mention Separators. Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks. Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models. Predefined Sparseness in Recurrent Sequence Models. Iterative ann …

ColdRoute: Effective Routing of Cold Questions in Stack Exchange Sites. Not All Samples Are Created Equal: Deep Learning with Importance Sampling. GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination. Decoupled Networks. Gaussian Mixture Latent Vector Grammars. CGMH: Constrained Sentence Generation by Metropolis-Hastings …