Not Eliminate but Aggregate: Post-Hoc Control over Mixture-of-Experts to Address Shortcut Shifts in Natural Language Understanding
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
The MIT Press
2024-10-01
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| Series: | Transactions of the Association for Computational Linguistics |
| Online Access: | http://dx.doi.org/10.1162/tacl_a_00701 |
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| _version_ | 1846129915636744192 |
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| author | Ukyo Honda Tatsushi Oka Peinan Zhang Masato Mita |
| author_facet | Ukyo Honda Tatsushi Oka Peinan Zhang Masato Mita |
| author_sort | Ukyo Honda |
| collection | DOAJ |
| format | Article |
| id | doaj-art-977850bc99a24c9ba4c0c92bd84e749c |
| institution | Kabale University |
| issn | 2307-387X |
| language | English |
| publishDate | 2024-10-01 |
| publisher | The MIT Press |
| record_format | Article |
| series | Transactions of the Association for Computational Linguistics |
| spelling | doaj-art-977850bc99a24c9ba4c0c92bd84e749c2024-12-09T20:15:22ZengThe MIT PressTransactions of the Association for Computational Linguistics2307-387X2024-10-011210.1162/tacl_a_00701Not Eliminate but Aggregate: Post-Hoc Control over Mixture-of-Experts to Address Shortcut Shifts in Natural Language UnderstandingUkyo HondaTatsushi OkaPeinan ZhangMasato Mitahttp://dx.doi.org/10.1162/tacl_a_00701 |
| spellingShingle | Ukyo Honda Tatsushi Oka Peinan Zhang Masato Mita Not Eliminate but Aggregate: Post-Hoc Control over Mixture-of-Experts to Address Shortcut Shifts in Natural Language Understanding Transactions of the Association for Computational Linguistics |
| title | Not Eliminate but Aggregate: Post-Hoc Control over Mixture-of-Experts to Address Shortcut Shifts in Natural Language Understanding |
| title_full | Not Eliminate but Aggregate: Post-Hoc Control over Mixture-of-Experts to Address Shortcut Shifts in Natural Language Understanding |
| title_fullStr | Not Eliminate but Aggregate: Post-Hoc Control over Mixture-of-Experts to Address Shortcut Shifts in Natural Language Understanding |
| title_full_unstemmed | Not Eliminate but Aggregate: Post-Hoc Control over Mixture-of-Experts to Address Shortcut Shifts in Natural Language Understanding |
| title_short | Not Eliminate but Aggregate: Post-Hoc Control over Mixture-of-Experts to Address Shortcut Shifts in Natural Language Understanding |
| title_sort | not eliminate but aggregate post hoc control over mixture of experts to address shortcut shifts in natural language understanding |
| url | http://dx.doi.org/10.1162/tacl_a_00701 |
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