REVE: Regularizing Deep Learning with Variational Entropy Bound. Rule based Approach for Word Normalization by resolving Transcription Ambiguity in Transliterated Search Queries. Memory-Efficient Adaptive Optimization. Improving Semantic Parsing with Neural Generator-Reranker Architecture. How to Evaluate the Next System: Automatic Dialogue Evaluat …

Idle Time Optimization for Target Assignment and Path Finding in Sortation Centers. Optimizing Shallow Networks for Binary Classification. Code-Switching for Enhancing NMT with Pre-Specified Translation. Convergence rates for the stochastic gradient descent method for non-convex objective functions. Learning Metric Graphs for Neuron Segmentation In …

GenderQuant: Quantifying Mention-Level Genderedness. Improving classification of Adverse Drug Reactions through Using Sentiment Analysis and Transfer Learning. Coached Conversational Preference Elicitation: A Case Study in Understanding Movie Preferences. Embeddia at SemEval-2019 Task 6: Detecting Hate with Neural Network and Transfer Learning Appr …

Improving Distantly-Supervised Relation Extraction with Joint Label Embedding. Rand-NSG: Fast Accurate Billion-point Nearest Neighbor Search on a Single Node. Ranking of Potential Questions. PIEs: Pose Invariant Embeddings. MY-AKKHARA: A Romanization-based Burmese (Myanmar) Input Method. Asymmetric Cross-Guided Attention Network for Actor and Actio …

Aligning Vector-spaces with Noisy Supervised Lexicon. A Hybrid Approach for Aspect-Based Sentiment Analysis Using a Lexicalized Domain Ontology and Attentional Neural Models. Exploration Bonus for Regret Minimization in Discrete and Continuous Average Reward MDPs. HyperGCN: A New Method For Training Graph Convolutional Networks on Hypergraphs. Gene …

Predicting epileptic seizures using nonnegative matrix factorization. Abstractive Text Summarization Based on Deep Learning and Semantic Content Generalization. DHSGAN: An End to End Dehazing Network for Fog and Smoke. Tree Communication Models for Sentiment Analysis. Zero-shot Word Sense Disambiguation using Sense Definition Embeddings. Classifica …