A Convolutional Neural Network for Modelling Sentences

Nal Kalchbrenner, Edward Grefenstette, Phil Blunsom

Structured PredictionConvolutional Neural NetworkEngineeringSentiment AnalysisText Mining +14

Teaching Machines to Read and Comprehend

Karl Moritz Hermann, Tomáš Kočiský, Edward Grefenstette, +4

Oxford University Research Archive (ORA) (University of Oxford)

Artificial IntelligenceEngineeringLarge Scale TrainingElusive ChallengeLarge Language Model +15

Teaching Machines to Read and Comprehend

Karl Moritz Hermann, Tomáš Kočiský, Edward Grefenstette, +4

arXiv (Cornell University)

Artificial IntelligenceEngineeringLarge Scale TrainingElusive ChallengeLarge Language Model +15

Hybrid computing using a neural network with dynamic external memory

Alex Graves, Greg Wayne, Malcolm Reynolds, +17

Nature

Artificial IntelligenceRecurrent Neural NetworkEngineeringNeural NetworkComputer Engineering +7

A Convolutional Neural Network for Modelling Sentences

Nal Kalchbrenner, Edward Grefenstette, Phil Blunsom

arXiv (Cornell University)

Structured PredictionConvolutional Neural NetworkEngineeringSentiment AnalysisText Mining +14

Reasoning about Entailment with Neural Attention

Tim Rocktäschel, Edward Grefenstette, Karl Moritz Hermann, +2

arXiv (Cornell University)

EngineeringMachine LearningEntailment (Linguistics)Textual EntailmentSemantics +19

Latent Predictor Networks for Code Generation

Ling Wang, Phil Blunsom, Edward Grefenstette, +4

Artificial IntelligenceEngineeringMachine LearningWang LingMathematical Linguistics +19

Experimental Support for a Categorical Compositional Distributional Model of Meaning

Edward Grefenstette, Mehrnoosh Sadrzadeh

arXiv (Cornell University)

Syntactic ParsingEngineeringCompositional MeaningSemantic ProcessingEmpirical Distributional Methods +23

Discovering Discrete Latent Topics with Neural Variational Inference

Yishu Miao, Edward Grefenstette, Phil Blunsom

arXiv (Cornell University)

Structured PredictionEngineeringMachine LearningRecurrent Neural NetworkCorpus Linguistics +19

A Survey of Zero-shot Generalisation in Deep Reinforcement Learning

Robert Kirk, Amy Zhang, Edward Grefenstette, +1

Journal of Artificial Intelligence Research

Artificial IntelligenceEngineeringMachine LearningData ScienceZero-shot Learning +9