Abstract
The brain is the locus of our language ability, and so brain images can be used to ground linguistic theories. Here we introduce Brain-Bench, 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.
Original language | English |
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Title of host publication | 2016 Conference on Empirical Methods on Natural Language: Proceedings |
Pages | 2017-2021 |
Number of pages | 5 |
Publication status | Published - 05 Nov 2016 |
Event | Conference on Empirical Methods in Natural Language Processing - Texas, Austin, United States Duration: 02 Nov 2016 → 06 Nov 2016 http://www.emnlp2016.net/ |
Conference
Conference | Conference on Empirical Methods in Natural Language Processing |
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Abbreviated title | EMNLP 2016 |
Country/Territory | United States |
City | Austin |
Period | 02/11/2016 → 06/11/2016 |
Internet address |