babi-tasks

There are 1 repository under babi-tasks topic.

• YerevaNN / Dynamic-memory-networks-in-Theano

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

  babi-tasksdeep-learningnatural-language-processingtheano
  Language:Python 334

• siyuanzhao / key-value-memory-networks

  The implementation of key value memory networks in tensorflow

  deep-learningmemory-networkbabi-tasks
  Language:Python 248

• ethancaballero / 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 Question Answering)

  deep-learningnlpdeep-neural-networksneural-networkbabi-tasksquestion-answering
  Language:Python 168

• chaitjo / personalized-dialog

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

  deep-learningdialogtensorflowpersonalizationdatasetmemory-networksbabi-taskschatbots
  Language:Python 132

• evolvingstuff / RecurrentJava

  Deep Recurrent Neural Nets in Java

  javadeep-learningrnnautomatic-differentiationlstmgrubabi-tasks
  Language:Java 52

• siddk / 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.

  tensorflowrelation-networksbabi-tasksdeepmindnatural-language-processingtensorflow-modelsembeddings
  Language:Python 48

• DongjunLee / dmn-tensorflow

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

  tensorflownatural-language-processingdynamic-memory-networkbabi-tasksquestion-answeringnlphb-experiment
  Language:Python 42

• IBM / permuted-bAbI-dialog-tasks

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

  machine-learningdeep-learningnatural-language-processingbabi-tasksdialogdialogue-systemsdataset
  18

• inmoonlight / RMN

  Relation Memory Network

  babi-tasksbabi-storyrelation-networkmemory-network
  Language:Python 17

• sld / supervised-embedding-model

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

  dialogue-systemsdeep-learningtensorflownatural-language-processingbabi-tasks
  Language:Python 15

• andreamad8 / QDREN

  Question Dependent Recurrent Entity Network

  recurrent-entity-networksrecurrent-neural-networksdeep-learningbabi-taskscnn-qaquestion-answering
  Language:Python 14

• ishalyminov / babi_tools

  Augmentation scripts for the bAbI Dialog Tasks dataset

  dialogdialoguedialog-systemsbabi-tasksbabi-datasetbabicorpus-generatordatasetdataset-generationnlpmachine-learningpython
  Language:Python 14

• sandrobarna / pytorch_memn2n

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

  pytorchmemory-networksattention-visualizationbabi-tasksdialogue-systemsdeep-learning
  Language:Jupyter Notebook 12

• seongsikpark / Q-MANN

  Quantized Memory-Augmented Neural Networks (AAAI-18)

  memn2nquantizationaaai2018babi-tasksccuda
  Language:C 8

• IGITUGraz / MemoryDependentComputation

  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.

  associationsbabi-taskscross-modal-learninghebbian-learningmemory-networksneural-networksone-shot-learningpythonpythorchquestion-answeringrecurrent-neural-networksreinforcement-learningspiking-neural-networks
  Language:Python 6

• ishalyminov / ood_robust_hcn

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

  dialogdialogue-systemshybrid-code-networkhcnneural-networkdeep-learningrobustvaevariational-autoencoderlstmrnnpythontensorflowbabi-tasksbabi-datasetbabi
  Language:Jupyter Notebook 5

• hsakas / Recurrent-Entity-Network-EntNet

  EntNet

  kerasrecurrent-neural-networksrecurrent-entity-networkstensorflowrecurrent-neural-networkbabi-tasks
  Language:Python 3

• ishalyminov / memn2n

  End-To-End Memory Network using Tensorflow

  tensorflowmemory-networkfacebookchatbotdialogue-systemsbabi-tasksneural-networkdeep-learning
  Language:Python 3

• akshayjoshii / Open_Domain_Question_Answering

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

  nlpquestion-answeringdeep-learningkerasbabi-taskslstm
  Language:Python 2

• YerevaNN / dmn-docker

  Dockerfile for starting DMN with UI

  dmnpredictiondockerfilebabi-taskstheanodeep-learning
  2

• Zrachel / memnet

  Simplest end to end memory network implemented in tensorflow

  reading-comprehensionmemory-networkbabi-taskstensorflow
  Language:Python 2

• andri27-ts / bAbI

  Question Answering on bAbI using a single RNN

  babi-tasksqaquestion-answeringtensorflow-modelsquestions-and-answersnlpnlunatural-language-processing
  Language:Jupyter Notebook 1

• mainak124 / qa_babi

  Question Answering for bAbi dataset

  deeplearningtensorflowquestion-answeringbabi-tasks
  Language:Python 1

• vpegasus / dnc

  differentiable neural computers

  tenorflowdncdelta-rnnexternal-memoryqababi-tasksrnn
  Language:Python 1

• egoetz / DNC-tensorflow

  A TensorFlow implementation of DeepMind's Differential Neural Computers (DNC)

  differential-neural-computerneural-networkbabi-tasksdream-challengesupervised-learning
  Language:Jupyter Notebook 0

• Ipsedo / Projet_bAbI

  Projet de l'UE TC3 du M2AIC 2018-2018 sur le challenge bAbI

  babi-tasksnlupytorch
  Language:Python

• jiankaiwang / dnc-py3

  a tutorial for Differentiable Neural Computer (DNC) in python3

  babi-tasksdncdnc-tensorflowtutorial
  Language:Jupyter Notebook