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Deep Learning

1397 directly classified papers

Papers per year

Papers

Enhanced Feature Extraction for Speech Detection in Media Audio INTERSPEECH 2017
Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints EMNLP 2017
SGNMT – A Flexible NMT Decoding Platform for Quick Prototyping of New Models and Search Strategies EMNLP 2017
A Network-based End-to-End Trainable Task-oriented Dialogue System EACL 2017
Argument Strength is in the Eye of the Beholder: Audience Effects in Persuasion EACL 2017
An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters EACL 2017
Robust Training under Linguistic Adversity EACL 2017
Neural vs. Phrase-Based Machine Translation in a Multi-Domain Scenario EACL 2017
ZipML: Training Linear Models with End-to-End Low Precision, and a Little Bit of Deep Learning ICML 2017
Causal Speech Enhancement Combining Data-Driven Learning and Suppression Rule Estimation INTERSPEECH 2016
Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural Network COLING 2016
Non-sentential Question Resolution using Sequence to Sequence Learning COLING 2016
Large-scale Multi-class and Hierarchical Product Categorization for an E-commerce Giant COLING 2016
Ranking Responses Oriented to Conversational Relevance in Chat-bots COLING 2016
How Neural Network Depth Compensates for HMM Conditional Independence Assumptions in DNN-HMM Acoustic Models INTERSPEECH 2016
Text-Dependent Audiovisual Synchrony Detection for Spoofing Detection in Mobile Person Recognition INTERSPEECH 2016
Behavioral Coding of Therapist Language in Addiction Counseling Using Recurrent Neural Networks INTERSPEECH 2016
Non-Uniform Boosted MCE Training of Deep Neural Networks for Keyword Spotting INTERSPEECH 2016
Multi-Task Learning and Weighted Cross-Entropy for DNN-Based Keyword Spotting INTERSPEECH 2016
Analysis on Gated Recurrent Unit Based Question Detection Approach INTERSPEECH 2016
Structured Prediction Energy Networks ICML 2016
Scalable Gradient-Based Tuning of Continuous Regularization Hyperparameters ICML 2016
Correcting Forecasts with Multifactor Neural Attention ICML 2016
Backprop KF: Learning Discriminative Deterministic State Estimators NIPS 2016
Context-aware Natural Language Generation for Spoken Dialogue Systems COLING 2016