williamkulp Goto Github PK

ai

alta2017-rl

Code related to the ALTA 2017 paper "Towards the Use of Deep Reinforcement Learning with Global Policy For Query-based Extractive Summarisation"

database

fast_abs_rl

Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

how-to-build-own-text-summarizer-using-deep-learning

In this notebook, we will build an abstractive based text summarizer using deep learning from the scratch in python using keras

mlmvn

Multilayer Neural Network with Multi Valued Neurons

opennmt-py

Open Source Neural Machine Translation in PyTorch

refresh-18

Implementation of the paper Ranking Sentences for Extractive Summarisation using Reinforcement Learning

rlseq2seq

Deep Reinforcement Learning For Sequence to Sequence Models

text-summarizer-pytorch

Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network

text_summurization_abstractive_methods

Multiple implementations for abstractive text summurization , using google colab

textrank

TextRank implementation for Python 3.

valx

a Python tool to extract and structure numeric lab test comparison statements from text