Ep29: What's In A Name? Reducing Bias In Bios Without Access To Protected Attributes Leading NLP Ninja podcast

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ep29: What's in a Name? Reducing Bias in Bios without Access to Protected Attributes

5y ago 31:18

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Content provided by jojonki. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by jojonki or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.

第２９回では，NAACLのBest Thematic Paperに選ばれた，学習データに含まれるバイアスを軽減させる手法を紹介しました．名前の単語埋め込みと予測確率の相関関係にペナルティを与えるロス関数を提案しています．

今回紹介した論文はこちらのissueで解説しています．
github.com/jojonki/arXivNotes/issues/226

--- Support this podcast: https://podcasters.spotify.com/pod/show/lnlp-ninja/support

… continue reading

52 episoade

#テクノロジー #jojonki

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ep29: What's in a Name? Reducing Bias in Bios without Access to Protected Attributes

Leading NLP Ninja

15 subscribers

published 5y ago

Distribuie

MP3•Pagina episodului

Content provided by jojonki. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by jojonki or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.

第２９回では，NAACLのBest Thematic Paperに選ばれた，学習データに含まれるバイアスを軽減させる手法を紹介しました．名前の単語埋め込みと予測確率の相関関係にペナルティを与えるロス関数を提案しています．

今回紹介した論文はこちらのissueで解説しています．
github.com/jojonki/arXivNotes/issues/226

--- Support this podcast: https://podcasters.spotify.com/pod/show/lnlp-ninja/support

… continue reading

52 episoade

#テクノロジー #jojonki

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