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Neural Networks

11,300 papers

Papers per year

Papers

RICAP: Random Image Cropping and Patching Data Augmentation for Deep CNNs ACML 2018
Knowledge Guided Multi-instance Multi-label Learning via Neural Networks in Medicines Prediction ACML 2018
Relative Attribute Learning with Deep Attentive Cross-image Representation ACML 2018
Sum-Product-Quotient Networks AISTATS 2018
Variational Inference based on Robust Divergences AISTATS 2018
Fast generalization error bound of deep learning from a kernel perspective AISTATS 2018
Towards Provable Learning of Polynomial Neural Networks Using Low-Rank Matrix Estimation AISTATS 2018
The emergence of spectral universality in deep networks AISTATS 2018
Zero Pronoun Resolution with Attention-based Neural Network COLING 2018
Triad-based Neural Network for Coreference Resolution COLING 2018
Distance-Free Modeling of Multi-Predicate Interactions in End-to-End Japanese Predicate-Argument Structure Analysis COLING 2018
RNN Simulations of Grammaticality Judgments on Long-distance Dependencies COLING 2018
Representation Learning of Entities and Documents from Knowledge Base Descriptions COLING 2018
Identifying Emergent Research Trends by Key Authors and Phrases COLING 2018
A Deep Dive into Word Sense Disambiguation with LSTM COLING 2018
One-shot Learning for Question-Answering in Gaokao History Challenge COLING 2018
Employing Text Matching Network to Recognise Nuclearity in Chinese Discourse COLING 2018
Transition-based Neural RST Parsing with Implicit Syntax Features COLING 2018
Deep Enhanced Representation for Implicit Discourse Relation Recognition COLING 2018
A Knowledge-Augmented Neural Network Model for Implicit Discourse Relation Classification COLING 2018
Design Challenges in Named Entity Transliteration COLING 2018
An Empirical Study on Fine-Grained Named Entity Recognition COLING 2018
A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis COLING 2018
Dynamic Feature Selection with Attention in Incremental Parsing COLING 2018
Learning Emotion-enriched Word Representations COLING 2018