Features used by MAUI key phrase extraction tool
The references are in the link that you give: here you can find references to two papers which describe the method:

Domain-Specic Keyphrase Extraction
KEA: Practical Automatic Keyphrase Extraction

Fyi it seems there's no neural nets involved (the question is tagged with neural-network)