Neural Networks

Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network ACL 2018 Automatic Curation and Visualization of Crime Related Information from Incrementally Crawled Multi-source News Reports COLING 2018 Automatic Early Detection of Amyotrophic Lateral Sclerosis from Intelligible Speech Using Convolutional Neural Networks Interspeech 2018 Automatic Gating of Attributes in Deep Structure IJCAI 2018 Automatic Question Detection from Acoustic and Phonetic Features Using Feature-wise Pre-training Interspeech 2018 Automatic Speech Recognition with Articulatory Information and a Unified Dictionary for Hindi, Marathi, Bengali and Oriya Interspeech 2018 Automatic Stance Detection Using End-to-End Memory Networks NAACL 2018 Autoregressive Convolutional Neural Networks for Asynchronous Time Series ICML 2018 Avoiding Speaker Overfitting in End-to-End DNNs Using Raw Waveform for Text-Independent Speaker Verification Interspeech 2018 Backpropagation with Callbacks: Foundations for Efficient and Expressive Differentiable Programming NeurIPS 2018 Bags in Bag: Generating Context-Aware Bags for Tracking Emotions from Speech Interspeech 2018 Baseline: A Library for Rapid Modeling, Experimentation and Development of Deep Learning Algorithms targeting NLP ACL 2018 Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms ACL 2018 Batch Normalized Deep Boltzmann Machines ACML 2018 Benchmarks and models for entity-oriented polarity detection NAACL 2018 Beyond Finite Layer Neural Networks: Bridging Deep Architectures and Numerical Differential Equations ICML 2018 Bidirectional Long-Short Term Memory Network-based Estimation of Reliable Spectral Component Locations Interspeech 2018 Bigrams and BiLSTMs Two Neural Networks for Sequential Metaphor Detection NAACL 2018 Bilinear Attention Networks NeurIPS 2018 Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition ACL 2018 Binarized LSTM Language Model NAACL 2018 Binarizer at SemEval-2018 Task 3: Parsing dependency and deep learning for irony detection SemEval 2018 Binaural Speech Intelligibility Estimation Using Deep Neural Networks Interspeech 2018 Biomedical Event Extraction Using Convolutional Neural Networks and Dependency Parsing ACL 2018 Blazingly Fast Video Object Segmentation With Pixel-Wise Metric Learning CVPR 2018