ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection

Iftitahu Ni'mah, Meng Fang, Vlado Menkovski, Mykola Pechenizkiy. ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection. In Marie-Francine Moens, Xuanjing Huang, Lucia Specia, Scott Wen-tau Yih, editors, Findings of the Association for Computational Linguistics: EMNLP 2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November, 2021. pages 1606-1617, Association for Computational Linguistics, 2021. [doi]

Authors

Iftitahu Ni'mah

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Meng Fang

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Vlado Menkovski

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Mykola Pechenizkiy

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