Deep Learning

A Regularized Framework for Sparse and Structured Neural Attention NeurIPS 2017 A Relevance Score Estimation for Spoken Term Detection Based on RNN-Generated Pronunciation Embeddings Interspeech 2017 A Rescoring Approach for Keyword Search Using Lattice Context Information Interspeech 2017 Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension CVPR 2017 ArtTrack: Articulated Multi-Person Tracking in the Wild CVPR 2017 A Sensitivity Analysis of (and Practitioners’ Guide to) Convolutional Neural Networks for Sentence Classification IJCNLP 2017 A Sequential Model for Classifying Temporal Relations between Intra-Sentence Events EMNLP 2017 A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling CoNLL 2017 A Simple Language Model based on PMI Matrix Approximations EMNLP 2017 A simple neural network module for relational reasoning NeurIPS 2017 A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings EMNLP 2017 A Soft-label Method for Noise-tolerant Distantly Supervised Relation Extraction EMNLP 2017 A Speaker Adaptive DNN Training Approach for Speaker-Independent Acoustic Inversion Interspeech 2017 Assessing Convincingness of Arguments in Online Debates with Limited Number of Features EACL 2017 Associative Embedding: End-to-End Learning for Joint Detection and Grouping NeurIPS 2017 A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments EACL 2017 A Structural Representation Learning for Multi-relational Networks IJCAI 2017 A Study of Style in Machine Translation: Controlling the Formality of Machine Translation Output EMNLP 2017 A Supervised Approach to Extractive Summarisation of Scientific Papers CoNLL 2017 Asymmetric Feature Maps With Application to Sketch Based Retrieval CVPR 2017 Asymptotically exact inference in differentiable generative models AISTATS 2017 A Syntactic Neural Model for General-Purpose Code Generation ACL 2017 A Systematic Study of Neural Discourse Models for Implicit Discourse Relation EACL 2017 A System for Multilingual Dependency Parsing based on Bidirectional LSTM Feature Representations CoNLL 2017 A Teacher-Student Framework for Zero-Resource Neural Machine Translation ACL 2017