North Carolina Chapel Hill

2 Posts

Better Language Through Vision: Study improved Bert performance using visual tokens.
North Carolina Chapel Hill

Better Language Through Vision: Study improved Bert performance using visual tokens.

For children, associating a word with a picture that illustrates it helps them learn the word’s meaning. Research aims to do something similar for machine learning models. Researchers improved a BERT model’s performance on some language tasks by training it on a large dataset of image-word pairs.

February 10, 20212 min read
Better Language Through Vision: Study improved Bert performance using visual tokens.
North Carolina Chapel Hill

Better Language Through Vision: Study improved Bert performance using visual tokens.

For children, associating a word with a picture that illustrates it helps them learn the word’s meaning. Research aims to do something similar for machine learning models. Researchers improved a BERT model’s performance on some language tasks by training it on a large dataset of image-word pairs.

February 10, 20212 min read

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