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)
This helps you answer questions based on a story or text. You provide a story and a question, and it gives you a predicted answer along with its confidence. This is for researchers or practitioners exploring advanced question-answering systems for textual information.
167 stars. No commits in the last 6 months.
Use this if you need to build or evaluate a system that can accurately answer complex questions drawn from multiple facts within a given text.
Not ideal if you need a pre-trained, production-ready system for general-purpose question answering across diverse, real-world data or if you require visual question answering capabilities.
Stars
167
Forks
62
Language
Python
License
—
Category
Last pushed
Dec 31, 2018
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/nlp/ethancaballero/Improved-Dynamic-Memory-Networks-DMN-plus"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
localminimum/QANet
A Tensorflow implementation of QANet for machine reading comprehension
carpedm20/MemN2N-tensorflow
"End-To-End Memory Networks" in Tensorflow
HKUST-KnowComp/R-Net
Tensorflow Implementation of R-Net
domluna/memn2n
End-To-End Memory Network using Tensorflow
allenai/bi-att-flow
Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that...