Genre Classification using Convolutional Neural Networks

A benchmark for evaluating robustness of automatic genre identification models to test their usability for the automatic enrichment of large text collections with genre information.

Can machines identify genres? CS 419, IIT Bombay 2018

Genre Annotation Guidelines for GINCO corpora

Master MVA - Deep Learning project

Analysing different text representations for genre identification. I parse CONLL-u files and extract various representations of a text (running text, lemmas, part-of-speech), then train a Fasttext model on each to see which representation is the most beneficial for the genre identification task.