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Are Neural Topic Models Broken?


Oct 28, 2022
Alexander Hoyle, Pranav Goel, Rupak Sarkar, Philip Resnik

* Accepted to Findings of EMNLP 2022 

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Is Automated Topic Model Evaluation Broken?: The Incoherence of Coherence


Jul 05, 2021
Alexander Hoyle, Pranav Goel, Denis Peskov, Andrew Hian-Cheong, Jordan Boyd-Graber, Philip Resnik


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Promoting Graph Awareness in Linearized Graph-to-Text Generation


Dec 31, 2020
Alexander Hoyle, Ana Marasović, Noah Smith


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Improving Neural Topic Models using Knowledge Distillation


Oct 05, 2020
Alexander Hoyle, Pranav Goel, Philip Resnik

* Accepted to EMNLP 2020 

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Unsupervised Discovery of Gendered Language through Latent-Variable Modeling


Jun 11, 2019
Alexander Hoyle, Wolf-Sonkin, Hanna Wallach, Isabelle Augenstein, Ryan Cotterell

* To appear in ACL 2019 

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Combining Sentiment Lexica with a Multi-View Variational Autoencoder


Apr 05, 2019
Alexander Hoyle, Lawrence Wolf-Sonkin, Hanna Wallach, Ryan Cotterell, Isabelle Augenstein

* To appear in NAACL-HLT 2019 

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