English Abstractness / Concreteness Ratings

We created a new collection of English concreteness / abstractness norms for 3 million English words and Multiword expression. We relied on the google pretrained vectors from word2vec which are available here : GoogleNews-vectors-negative300

The neural network implementation used in our experiements is based on this implementation

 Some (random) example words:

• razor_blade 9.651
• Oreo_cookies 9.392
• toilet_paper 9.002
• chocolate 9.171
• pizza 9.013
• ideals 0.083
• endlessly 0.075
• irresponsibly 0.058

Maximilian Köper, Sabine Schulte im Walde (2017)
Improving Verb Metaphor Detection by Propagating Abstractness to Words, Phrases and Individual Senses
In: Proceedings of the 1st Workshop on Sense, Concept and Entity Representations and their Applications (SENSE). Valencia, Spain.

The resource is available per download under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA).