all kinds of text classification models and more with deep learning

Code for PaperRobot: Incremental Draft Generation of Scientific Ideas

End-To-End Memory Network using Tensorflow

Aspect Based Sentiment Analysis using End-to-End Memory Networks

Code & data accompanying the NAACL 2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"

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

Source code for the paper A Memory-Augmented Neural Model for Automated Grading

One-Shot Learning using Nearest-Neighbor Search (NNS) and Locality-Sensitive Hashing LSH

“Key-Value Memory Networks for Directly Reading Documents”的tensorflow实现方案，使用的数据集是MovieQA

Key value memory network implemented using keras

Official repository of the "Fine-grained Key-Value Memory Enhanced Predictor for Video Representation Learning" (ACM MM 2023)

Re-implementation of Memory Networks (MemNN) paper of Facebook AI Research Lab.

BossNet: Disentangling Language and Knowledge in Task Oriented Dialogs

An implementation of Factoid Question Answering presented in Large-scale Simple Question Answering with Memory Networks

Collaborative Memory Networks for Recommendation Systems, implementation in PyTorch

Chapter 9: Attention and Memory Augmented Networks

Code for Limbacher, T. and Legenstein, R. (2020). H-Mem: Harnessing synaptic plasticity with Hebbian Memory Networks

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

Curated implementation notebooks and scripts of deep learning based natural language processing tasks and challenges in TensorFlow.

Repository for the paper "Graph Convolutional Networks for Traffic Forecasting with Missing Values" in DMKD'22