Deep Learning

Demographic Inference on Twitter using Recursive Neural Networks ACL 2017 “Did you laugh enough today?” — Deep Neural Networks for Mobile and Wearable Laughter Trackers Interspeech 2017 Differentiable Scheduled Sampling for Credit Assignment ACL 2017 DNN-Based Ultrasound-to-Speech Conversion for a Silent Speech Interface Interspeech 2017 Embracing Non-Traditional Linguistic Resources for Low-resource Language Name Tagging IJCNLP 2017 Enhanced Feature Extraction for Speech Detection in Media Audio Interspeech 2017 Exploiting Document Level Information to Improve Event Detection via Recurrent Neural Networks IJCNLP 2017 Extraction of Gene-Environment Interaction from the Biomedical Literature IJCNLP 2017 Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets AISTATS 2017 Gate Activation Signal Analysis for Gated Recurrent Neural Networks and its Correlation with Phoneme Boundaries Interspeech 2017 If You Can’t Beat Them Join Them: Handcrafted Features Complement Neural Nets for Non-Factoid Answer Reranking EACL 2017 i-Vector Transformation Using a Novel Discriminative Denoising Autoencoder for Noise-Robust Speaker Recognition Interspeech 2017 LanideNN: Multilingual Language Identification on Character Window EACL 2017 Learning RBM with a DC programming Approach ACML 2017 Learning to Parse and Translate Improves Neural Machine Translation ACL 2017 Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix ACL 2017 Leveraging Discourse Information Effectively for Authorship Attribution IJCNLP 2017 Limits of End-to-End Learning ACML 2017 Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints EMNLP 2017 MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models EACL 2017 Neural System Combination for Machine Translation ACL 2017 Neural vs. Phrase-Based Machine Translation in a Multi-Domain Scenario EACL 2017 Optimized Time Series Filters for Detecting Laughter and Filler Events Interspeech 2017 Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization ACL 2017 Prosodic Event Recognition Using Convolutional Neural Networks with Context Information Interspeech 2017