jain-harshil/neural-title-generation

Code for the paper on neural title generation. It uses encoder based LSTM architectures and some heuristics to predict catchy titles for scientific papers

Neural Title Generation for Scientific Papers

This repository contains all code for the paper TiZen: Neural Title Generation for Scientific Papers

Images of TiZen Dashboard:

Example 1

Actual Title - You Only Look Once: Unified, Real-Time Object Detection

Example 2

Actual Title - SEAGLE: Sparsity-Driven Image Reconstruction under Multiple Scattering

Example 3

Actual Title - ExEC: Elastic Extensible Edge Cloud

Example 4

Actual Title - Weakly-Supervised Deep Learning for Domain Invariant Sentiment Classification

Table showing comparison of actual titles and titles generated by TiZen along with Catchiness Scores

A comparison of actual and predicted titles by TiZen is illustrated in the table below:

neural-title-generation's Issues

No Output

Hi @CM747 @anubhavj0810 @jain-harshil
Thank You for sharing this amazing work but i am facing a problem. when i enter text or upload any pdf file, it generate neither error nor output. Please let me know if i am missing something.
Thanks

Model files please

I need the encoder and decoder model files
titlegen.h5
titlegenPredict.h5