Discovering the Compositional Structure of Vector Representations with Role Learning Networks

Paul Soulos, R. Thomas McCoy, Tal Linzen, Paul Smolensky. Discovering the Compositional Structure of Vector Representations with Role Learning Networks. In Afra Alishahi, Yonatan Belinkov, Grzegorz Chrupala, Dieuwke Hupkes, Yuval Pinter, Hassan Sajjad, editors, Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, BlackboxNLP@EMNLP 2020, Online, November 2020. pages 238-254, Association for Computational Linguistics, 2020. [doi]

Authors

Paul Soulos

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R. Thomas McCoy

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Tal Linzen

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Paul Smolensky

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