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Mutual exclusivity as a challenge for neural networks

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Jun 26 2019 Brenden Lake

Children use the mutual exclusivity (ME) bias to learn new words, while standard neural nets show the opposite bias, hindering learning in common scenarios. New preprint from @gandhikanishk introduces ME as a challenge for neural networks https://arxiv.org/abs/1906.10197 https://t.co/ocxk0lYo6S
6 replies, 473 likes


Jun 27 2019 Chris Albon

This is super interesting
0 replies, 55 likes


Jun 26 2019 Felipe De Brigard

Very nice preprint. Confirms stuff @GaryMarcus said years ago.
0 replies, 19 likes


Jun 27 2019 Karina Vold

New challenge for neural networks:
0 replies, 9 likes


Jun 27 2019 arxiv

Mutual exclusivity as a challenge for neural networks. http://arxiv.org/abs/1906.10197 https://t.co/5E5Z7qrYfG
0 replies, 4 likes


Jun 26 2019 Kanishk Gandhi

Mutual exclusivity (ME) plays a central role in word learning for children. Do neural networks show the ME bias? Should they show the ME bias? We explore this in a new preprint from @LakeBrenden and I (https://arxiv.org/abs/1906.10197 ).
0 replies, 1 likes


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