SPINN

GPTKB entity

Statements (29)
Predicate Object
gptkbp:instanceOf gptkb:convolutional_neural_network
gptkbp:architecture Stack-augmented RNN
Tree-structured neural network
gptkbp:author Samuel R. Bowman, Jon Gauthier, Abhinav Rastogi, Raghav Gupta, Christopher D. Manning, Christopher Potts
gptkbp:citation 2016
A Fast Unified Model for Parsing and Sentence Understanding
gptkbp:codeAvailable https://github.com/SNLI-VC/SPINN
gptkbp:fullName Stack-augmented Parser-Interpreter Neural Network
gptkbp:hasComponent stack data structure
shift-reduce parser
composition function
https://www.w3.org/2000/01/rdf-schema#label SPINN
gptkbp:input parse tree
sentence
gptkbp:introduced gptkb:Samuel_R._Bowman
gptkb:Christopher_Potts
gptkb:Christopher_D._Manning
gptkb:Abhinav_Rastogi
Raghav Gupta
Jon Gauthier
gptkbp:introducedIn 2016
gptkbp:publishedIn EMNLP 2016
gptkbp:relatedTo gptkb:Natural_Language_Inference
Stanford Natural Language Inference (SNLI) dataset
gptkbp:usedFor natural language processing
syntactic parsing
sentence representation
gptkbp:bfsParent gptkb:Modern_Sky_UK
gptkbp:bfsLayer 7