stevaras2

Poster-Generation-Demo

bert

TensorFlow code and pre-trained models for BERT

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

BertSum

Code for paper Fine-tune BERT for Extractive Summarization

ClusterIndices

This package contains the code for executing clustering validity indices in Spark. The package includes BD-Silhouette, BD-Dunn, Davies-Bouldin and WSSSE indices.

darknet

Convolutional Neural Networks

deepfigures-open

Companion code to the paper "Extracting Scientific Figures with Distantly Supervised Neural Networks" 🤖

ganilla

Official Pytorch implementation of GANILLA

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

Inception-v4

Inception-v4, Inception - Resnet-v1 and v2 Architectures in Keras

keras-text-summarization

Text summarization using seq2seq in Keras

machine-learning-

pdffigures2

Given a scholarly PDF, extract figures, tables, captions, and section titles.

PeerRead

Data and code for Kang et al., NAACL 2018's paper titled "A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications"

pixray

pke

Python Keyphrase Extraction module

pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks" (Python3)

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

Refresh

Ranking Sentences for Extractive Summarization with Reinforcement Learning

RLSeq2Seq

Deep Reinforcement Learning For Sequence to Sequence Models

SIF

sentence embedding by Smooth Inverse Frequency weighting scheme

sms

TensorFlow-Summarization

text-summarization-tensorflow

Tensorflow seq2seq Implementation of Text Summarization.

text_summurization_abstractive_methods

Multiple implementations for abstractive text summurization , using google colab

textrank

TextRank implementation for Python 3.

textteaser

Official version of TextTeaser.

usif

Implementation of unsupervised smoothed inverse frequency (Best Paper, Repl4NLP @ ACL 2018)

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding

xlnet_extension_tf

XLNet Extension in TensorFlow