Brain-NLP database
The EEG datasets are stored on OSF
Currently we have EEG data of Chinese word pairs.
We cordially invite cognitive neuroscientists to contribute datasets in more languages. Please contact corresponding authors for discussion.
So far we have tested three representative NLP models:
CBOW (Continuous Bag-of-words) model (Mikolov et al. 2013)
GloVe (Global Vectors) model (Pennington et al. 2014)
CWE (Character-enhanced Word embedding) model (Chen et al. 2015)
We welcome computer scientists to test more NLP models with our EEG datasets.