neural network

Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging EMNLP 2017 Revisiting the Design Issues of Local Models for Japanese Predicate-Argument Structure Analysis IJCNLP 2017 Right for the Right Reasons: Training Differentiable Models by Constraining their Explanations IJCAI 2017 Robust Training under Linguistic Adversity EACL 2017 Search-based Neural Structured Learning for Sequential Question Answering ACL 2017 Segmenting Chinese Microtext: Joint Informal-Word Detection and Segmentation with Neural Networks IJCAI 2017 Segment-Level Neural Conditional Random Fields for Named Entity Recognition IJCNLP 2017 Sentiment Lexicon Expansion Based on Neural PU Learning, Double Dictionary Lookup, and Polarity Association EMNLP 2017 Separating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on Twitter ACL 2017 SGD Learns the Conjugate Kernel Class of the Network NeurIPS 2017 Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles NeurIPS 2017 Sobolev Training for Neural Networks NeurIPS 2017 Speaker-Aware Neural Network Based Beamformer for Speaker Extraction in Speech Mixtures Interspeech 2017 Speaker Verification Under Adverse Conditions Using i-Vector Adaptation and Neural Networks Interspeech 2017 Spectrally-normalized margin bounds for neural networks NeurIPS 2017 Speech Recognition and Understanding on Hardware-Accelerated DSP Interspeech 2017 Speeding up Reinforcement Learning-based Information Extraction Training using Asynchronous Methods EMNLP 2017 SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization ICML 2017 STAIR Captions: Constructing a Large-Scale Japanese Image Caption Dataset ACL 2017 Stance Classification with Target-specific Neural Attention IJCAI 2017 Streaming Weak Submodularity: Interpreting Neural Networks on the Fly NeurIPS 2017 Structured Bayesian Pruning via Log-Normal Multiplicative Noise NeurIPS 2017 StyleNet: Generating Attractive Visual Captions With Styles CVPR 2017 Surprising properties of dropout in deep networks COLT 2017 SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability NeurIPS 2017