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Neural Networks

11300 directly classified papers

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Papers

Online Learning with Stochastic Recurrent Neural Networks using Intrinsic Motivation Signals CORL 2017
Aggressive Deep Driving: Combining Convolutional Neural Networks and Model Predictive Control CORL 2017
Convolutional Recurrent Neural Networks for Small-Footprint Keyword Spotting INTERSPEECH 2017
Forward-Backward Convolutional LSTM for Acoustic Modeling INTERSPEECH 2017
Unfolded Deep Recurrent Convolutional Neural Network with Jump Ahead Connections for Acoustic Modeling INTERSPEECH 2017
Residual LSTM: Design of a Deep Recurrent Architecture for Distant Speech Recognition INTERSPEECH 2017
Distinguishing Antonyms and Synonyms in a Pattern-based Neural Network EACL 2017
Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison EACL 2017
Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks? EACL 2017
If You Can’t Beat Them Join Them: Handcrafted Features Complement Neural Nets for Non-Factoid Answer Reranking EACL 2017
Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks EACL 2017
Recognizing Mentions of Adverse Drug Reaction in Social Media Using Knowledge-Infused Recurrent Models EACL 2017
Dialog state tracking, a machine reading approach using Memory Network EACL 2017
Sentence Segmentation in Narrative Transcripts from Neuropsychological Tests using Recurrent Convolutional Neural Networks EACL 2017
Addressing the Data Sparsity Issue in Neural AMR Parsing EACL 2017
Neural Semantic Encoders EACL 2017
Character-Word LSTM Language Models EACL 2017
A Hierarchical Neural Model for Learning Sequences of Dialogue Acts EACL 2017
Dependency Parsing as Head Selection EACL 2017
Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching EACL 2017
LanideNN: Multilingual Language Identification on Character Window EACL 2017
Exploring Convolutional Neural Networks for Sentiment Analysis of Spanish tweets EACL 2017
Contextual Bidirectional Long Short-Term Memory Recurrent Neural Network Language Models: A Generative Approach to Sentiment Analysis EACL 2017
Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network EACL 2017
Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations EACL 2017