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Gaofei Shen

@gaofeishen.com
36 followers 121 following 5 posts

nuclear reactor maintenance

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Gaofei Shen @gaofeishen.com · 18/08/2025
Digital poster boards kinda suck
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Gaofei Shen @gaofeishen.com · 13/06/2025
Come join our tutorial in Rotterdam!
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Gaofei Shen @gaofeishen.com · 26/05/2025
In the paper, we also point out that we are barely scratching the surface of **WHAT** information we should use in feature attribution applications when dealing with these speech classification models.
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Gaofei Shen @gaofeishen.com · 26/05/2025
We show that we need to be careful when applying existing feature attribution methods to modern speech classification models based on wav2vec 2.0, since the feature attribution results might not be as reliable as we think.
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Gaofei Shen @gaofeishen.com · 26/05/2025
I am excited to announce that my paper "On the reliability of feature attribution methods for speech classification" has been accepted to #Interspeech2025! Co-authors: @hmohebbi.bsky.social, Arianna Bisazza, Afra Alishahi, @grzegorz.chrupala.me Find the preprint here: arxiv.org/abs/2505.16406
arxiv.org
On the reliability of feature attribution methods for speech classification
As the capabilities of large-scale pre-trained models evolve, understanding the determinants of their outputs becomes more important. Feature attribution aims to reveal which parts of the input elemen...
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