Deep Learning

A New Method of Region Embedding for Text Classification ICLR 2018 An Exploration towards Joint Acoustic Modeling for Indian Languages: IIIT-H Submission for Low Resource Speech Recognition Challenge for Indian Languages, INTERSPEECH 2018 Interspeech 2018 Angular Softmax for Short-Duration Text-independent Speaker Verification Interspeech 2018 An Improved Deep Embedding Learning Method for Short Duration Speaker Verification Interspeech 2018 An Interactive Web-Interface for Visualizing the Inner Workings of the Question Answering LSTM EMNLP 2018 An Interlocutor-Modulated Attentional LSTM for Differentiating between Subgroups of Autism Spectrum Disorder Interspeech 2018 An Interpretable Neural Network with Topical Information for Relevant Emotion Ranking EMNLP 2018 An intriguing failing of convolutional neural networks and the CoordConv solution NeurIPS 2018 An Investigation of Convolution Attention Based Models for Multilingual Speech Synthesis of Indian Languages Interspeech 2018 An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing EMNLP 2018 AnlamVer: Semantic Model Evaluation Dataset for Turkish - Word Similarity and Relatedness COLING 2018 An LSTM-CRF Based Approach to Token-Level Metaphor Detection NAACL 2018 A Non-Parametric Generative Model for Human Trajectories IJCAI 2018 Anonymous Walk Embeddings ICML 2018 An OpenNMT Model to Arabic Broken Plurals COLING 2018 An Operation Network for Abstractive Sentence Compression COLING 2018 An Operation Sequence Model for Explainable Neural Machine Translation EMNLP 2018 An Optimal Control Approach to Deep Learning and Applications to Discrete-Weight Neural Networks ICML 2018 A no-regret generalization of hierarchical softmax to extreme multi-label classification NeurIPS 2018 A Normalized Convolutional Neural Network for Guided Sparse Depth Upsampling IJCAI 2018 A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network NAACL 2018 ANRL: Attributed Network Representation Learning via Deep Neural Networks IJCAI 2018 Answer-focused and Position-aware Neural Question Generation EMNLP 2018 An Unsupervised Learning Model for Deformable Medical Image Registration CVPR 2018 An Unsupervised Neural Prediction Framework for Learning Speaker Embeddings Using Recurrent Neural Networks Interspeech 2018