This repo contains implementation of different architectures for emotion recognition in conversations.

"End-To-End Memory Networks" in Tensorflow

Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems

The implementation of key value memory networks in tensorflow

Collaborative Memory Network for Recommendation Systems, SIGIR 2018

Lifelong sequential modeling for user response prediction. A comprehensive evaluation framework for our SIGIR 2019 paper.

Knowledge Base Question Answering using memory networks

An unofficial implementation of MemoPainter(Coloring With Limited Data: Few-shot Colorization via Memory Augmented Networks) using PyTorch framework.

Incorporating Dictionary Knowledge into Neural Word Sense Disambiguation(ACL 2018)

A Pytorch tutorial for implementation of Dynamic memory Network Plus

Hopfield neural networks in Go

The source codes of Working Memory model for Chinese poetry generation (IJCAI 2018).

Integrative Analysis of Patient Health Records and Neuroimages via Memory-based Graph Convolutional Network (ICDM 2018 full paper)

Source codes of Chinese Poetry Generation with a Working Memory Model (IJCAI 2018)

Random memory adaptation model inspired by the paper: "Memory-based parameter adaptation (MbPA)"

Relation Memory Network

Implement deep memory network used for Aspect Level Sentiment Classification

Code for ACL 2018 paper 'Think Visually: Question Answering through Virtual Imagery'

Code and data for the paper "Dual Dynamic Memory Network for End-to-End Multi-turn Task-oriented Dialog Systems".