Implementation of Dynamic memory networks by Kumar et al. http://arxiv.org/abs/1506.07285

The implementation of key value memory networks in tensorflow

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 Question Answering)

Code for the paper 'Personalization in Goal-oriented Dialog' (NeurIPS 2017 Conversational AI Workshop)

Deep Recurrent Neural Nets in Java

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.

TensorFlow implementation of 'Ask Me Anything: Dynamic Memory Networks for Natural Language Processing (2015)'

Dataset for 'Learning End-to-End Goal-Oriented Dialog with Multiple Answers' EMNLP 2018

Relation Memory Network

Implementation of Supervised embedding models from [Learning End-to-End Goal-Oriented Dialog] paper.

Augmentation scripts for the bAbI Dialog Tasks dataset

Question Dependent Recurrent Entity Network

PyTorch implementation of the End-to-End Memory Network with attention layer vizualisation support.

Quantized Memory-Augmented Neural Networks (AAAI-18)

Code for Limbacher, T., Özdenizci, O., & Legenstein, R. (2022). Memory-enriched computation and learning in spiking neural networks through Hebbian plasticity. arXiv preprint arXiv:2205.11276.

Code for the paper "Improving Robustness of Dialog Systems in a Data-Efficient Way with Turn Dropout" by Igor Shalyminov and Sungjin Lee

EntNet

End-To-End Memory Network using Tensorflow

Dockerfile for starting DMN with UI

NLP project to implement a Deep Neural Question Answering System utilizing Knowledge Graphs and Wikipedia Corpus