BrainBench: A Brain-Image Test Suite for Distributional Semantic Models

Haoyan Xu, Brian Murphy, Alona Fyshe

Research output: Chapter in Book/Report/Conference proceedingConference contribution

20 Citations (Scopus)
283 Downloads (Pure)

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 languageEnglish
Title of host publication2016 Conference on Empirical Methods on Natural Language: Proceedings
Pages2017-2021
Number of pages5
Publication statusPublished - 05 Nov 2016
EventConference on Empirical Methods in Natural Language Processing - Texas, Austin, United States
Duration: 02 Nov 201606 Nov 2016
http://www.emnlp2016.net/

Conference

ConferenceConference on Empirical Methods in Natural Language Processing
Abbreviated titleEMNLP 2016
Country/TerritoryUnited States
CityAustin
Period02/11/201606/11/2016
Internet address

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