Keyword Extraction Using Deep Learning Methods

Keyword extraction is the process of automatically identifying the important words or phrases in a given text. In this project, you will design and implement a keyword extraction system using deep learning models. You will start by replicating the system described in the paper “Deep Keyphrase Generation” using a recurrent neural network model. Then you will continue with alternative deep learning models. Finally, the pros and cons of these architectures will be compared.

[1] Meng, R., Zhao, S., Han, S., He, D., Brusilovsky, P., Chi, Y., “Deep Keyphrase Generation”, 55th Annual Meeting of the Association for Computational Linguistics, p. 582-592, ACL, 2017.