BrainBench: A Brain-Image Test Suite for Distributional Semantic Models
Full Text: D16-1213.pdf
The brain is the locus of our language ability, and so brain images can be used to ground linguistic theories. Here we introduce BrainBench, a lightweight system for testing distributional models of word semantics. We compare the performance of several models, and show that the performance on brain-image tasks differs from the performance on behavioral tasks. We release our benchmark test as part of a web service.
Citation
H. Xu, B. Murphy, A. Fyshe. "BrainBench: A Brain-Image Test Suite for Distributional Semantic Models". EMNLP - Conference on Empirical Methods in Natural Language Processing, Austin, USA, pp 2017-2021, November 2016.| Keywords: | |
| Category: | In Conference |
| Web Links: | ACL |
| DOI: |
BibTeX
@incollection{Xu+al:(EMNLP)16,
author = {Haoyan Xu and Brian Murphy and Alona Fyshe},
title = {BrainBench: A Brain-Image Test Suite for Distributional Semantic
Models},
Pages = {2017-2021},
booktitle = {EMNLP - Conference on Empirical Methods in Natural Language
Processing},
year = 2016,
}Last Updated: June 22, 2020Submitted by Sabina P
