Representation Learning

Amobee at IEST 2018: Transfer Learning from Language Models EMNLP 2018 Amortized Inference Regularization NeurIPS 2018 Analogical Reasoning on Chinese Morphological and Semantic Relations ACL 2018 An Attention Pooling Based Representation Learning Method for Speech Emotion Recognition Interspeech 2018 Angular Softmax for Short-Duration Text-independent Speaker Verification Interspeech 2018 An Interactive Web-Interface for Visualizing the Inner Workings of the Question Answering LSTM EMNLP 2018 An Interpretable Neural Network with Topical Information for Relevant Emotion Ranking EMNLP 2018 An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing EMNLP 2018 An Operation Sequence Model for Explainable Neural Machine Translation EMNLP 2018 Approximating Real-Time Recurrent Learning with Random Kronecker Factors NeurIPS 2018 A Purely End-to-End System for Multi-speaker Speech Recognition ACL 2018 Arbitrary Style Transfer With Deep Feature Reshuffle CVPR 2018 A Retrieve-and-Edit Framework for Predicting Structured Outputs NeurIPS 2018 A Simple Cache Model for Image Recognition NeurIPS 2018 A Stable and Effective Learning Strategy for Trainable Greedy Decoding EMNLP 2018 A State-transition Framework to Answer Complex Questions over Knowledge Base EMNLP 2018 Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization ACL 2018 Automatic Program Synthesis of Long Programs with a Learned Garbage Collector NeurIPS 2018 Autoregressive Quantile Networks for Generative Modeling ICML 2018 A Word-Complexity Lexicon and A Neural Readability Ranking Model for Lexical Simplification EMNLP 2018 Backpropagating through Structured Argmax using a SPIGOT ACL 2018 Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech Interspeech 2018 Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms ACL 2018 Batch-Instance Normalization for Adaptively Style-Invariant Neural Networks NeurIPS 2018 Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity EMNLP 2018