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Stefanos-Dimitrios Stefanidis's Projects

bert icon bert

TensorFlow code and pre-trained models for BERT

bertopic icon bertopic

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

bertsum icon bertsum

Code for paper Fine-tune BERT for Extractive Summarization

bigimageviewer icon bigimageviewer

Big image viewer supporting pan and zoom, with very little memory usage and full featured image loading choices. Powered by Subsampling Scale Image View, Fresco, Glide, and Picasso.

clusterindices icon 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.

deepfigures-open icon deepfigures-open

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

floatingview icon floatingview

FloatingView can make the target view floating above the anchor view with cool animation

ganilla icon ganilla

Official Pytorch implementation of GANILLA

gpt-2 icon gpt-2

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

inception-v4 icon inception-v4

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

material-camera icon material-camera

One of the most difficult APIs on Android, made easy in a small library.

pdffigures2 icon pdffigures2

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

peerread icon peerread

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

pke icon pke

Python Keyphrase Extraction module

pointer-generator icon pointer-generator

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

pytorch-transformers icon pytorch-transformers

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

refresh icon refresh

Ranking Sentences for Extractive Summarization with Reinforcement Learning

rlseq2seq icon rlseq2seq

Deep Reinforcement Learning For Sequence to Sequence Models

sif icon sif

sentence embedding by Smooth Inverse Frequency weighting scheme

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