Genre Classification using Convolutional Neural Networks

Can machines identify genres? CS 419, IIT Bombay 2018

Master MVA - Deep Learning project

Genre Annotation Guidelines for GINCO corpora

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.

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.