# Luminoso at SemEval-2018 Task 10: Distinguishing Attributes Using Text Corpora and Relational Knowledge

arXiv: https://arxiv.org/abs/1806.01733 · HTML: https://mlsanity.com/paper/1806.01733/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 5 Jun 2018.

## Built on by (most cited first, 1 of 1)

- [Discovering Novel Actions from Open World Egocentric Videos with Object-Grounded Visual Commonsense Reasoning](https://mlsanity.com/paper/2305.16602/) (2023)

## Abstract (arXiv)

Luminoso participated in the SemEval 2018 task on "Capturing Discriminative Attributes" with a system based on ConceptNet, an open knowledge graph focused on general knowledge. In this paper, we describe how we trained a linear classifier on a small number of semantically-informed features to achieve an F1 score of 0.7368 on the task, close to the task's high score of 0.75.