babi-tasks topic
Improved-Dynamic-Memory-Networks-DMN-plus
Theano Implementation of DMN+ (Improved Dynamic Memory Networks) from the paper by Xiong, Merity, & Socher at MetaMind, http://arxiv.org/abs/1603.01417 (Dynamic Memory Networks for Visual and Textual...
Dynamic-memory-networks-in-Theano
Implementation of Dynamic memory networks by Kumar et al. http://arxiv.org/abs/1506.07285
personalized-dialog
Code for the paper 'Personalization in Goal-oriented Dialog' (NeurIPS 2017 Conversational AI Workshop)
key-value-memory-networks
The implementation of key value memory networks in tensorflow
supervised-embedding-model
Implementation of Supervised embedding models from [Learning End-to-End Goal-Oriented Dialog] paper.
relation-network
Tensorflow Implementation of Relation Networks for the bAbI QA Task, detailed in "A Simple Neural Network Module for Relational Reasoning," [https://arxiv.org/abs/1706.01427] by Santoro et. al.
dmn-tensorflow
TensorFlow implementation of 'Ask Me Anything: Dynamic Memory Networks for Natural Language Processing (2015)'
RMN
Relation Memory Network
permuted-bAbI-dialog-tasks
Dataset for 'Learning End-to-End Goal-Oriented Dialog with Multiple Answers' EMNLP 2018
RecurrentJava
Deep Recurrent Neural Nets in Java