Spot the Odd Man Out: Exploring the Associative Power of Lexical Resources

@inproceedings{Stanovsky2018SpotTO,
  title={Spot the Odd Man Out: Exploring the Associative Power of Lexical Resources},
  author={Gabriel Stanovsky and Mark Hopkins},
  booktitle={EMNLP},
  year={2018}
}
We propose Odd-Man-Out, a novel task which aims to test different properties of word representations. An Odd-Man-Out puzzle is composed of 5 (or more) words, and requires the system to choose the one which does not belong with the others. We show that this simple setup is capable of teasing out various properties of different popular lexical resources (like WordNet and pre-trained word embeddings), while being intuitive enough to annotate on a large scale. In addition, we propose a novel… CONTINUE READING

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