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Neural Networks

629 directly classified papers

Papers per year

Papers

Large Margin Neural Language Model EMNLP 2018
A Stable and Effective Learning Strategy for Trainable Greedy Decoding EMNLP 2018
On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling EMNLP 2018
Neural Natural Language Inference Models Enhanced with External Knowledge ACL 2018
Automatic Academic Paper Rating Based on Modularized Hierarchical Convolutional Neural Network ACL 2018
Noising and Denoising Natural Language: Diverse Backtranslation for Grammar Correction NAACL 2018
SuperNMT: Neural Machine Translation with Semantic Supersenses and Syntactic Supertags ACL 2018
A Deep Learning Based Approach to Transliteration ACL 2018
NCRF++: An Open-source Neural Sequence Labeling Toolkit ACL 2018
Rumor Detection on Twitter with Tree-structured Recursive Neural Networks ACL 2018
NeuralREG: An end-to-end approach to referring expression generation ACL 2018
Pivot Based Language Modeling for Improved Neural Domain Adaptation NAACL 2018
What’s This Movie About? A Joint Neural Network Architecture for Movie Content Analysis NAACL 2018
A Likelihood-Free Inference Framework for Population Genetic Data using Exchangeable Neural Networks NIPS 2018
Sequence to Sequence Mixture Model for Diverse Machine Translation CONLL 2018
Universal Dependency Parsing with a General Transition-Based DAG Parser CONLL 2018
Deep-speare: A joint neural model of poetic language, meter and rhyme ACL 2018
Dynamic Evaluation of Neural Sequence Models ICML 2018
Fluency Boost Learning and Inference for Neural Grammatical Error Correction ACL 2018
PDE-Net: Learning PDEs from Data ICML 2018
LSTBM: A Novel Sequence Representation of Speech Spectra Using Restricted Boltzmann Machine with Long Short-Term Memory INTERSPEECH 2018
Triangular Architecture for Rare Language Translation ACL 2018
Deep Fully-Connected Part-Based Models for Human Pose Estimation ACML 2018
A Perceptual Measure for Deep Single Image Camera Calibration CVPR 2018
End-to-End Recovery of Human Shape and Pose CVPR 2018