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Alexander Hoyle

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TopicGPT: A Prompt-based Topic Modeling Framework

Nov 02, 2023
Chau Minh Pham, Alexander Hoyle, Simeng Sun, Mohit Iyyer

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Making the Implicit Explicit: Implicit Content as a First Class Citizen in NLP

May 23, 2023
Alexander Hoyle, Rupak Sarkar, Pranav Goel, Philip Resnik

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Re-visiting Automated Topic Model Evaluation with Large Language Models

May 20, 2023
Dominik Stammbach, Vilém Zouhar, Alexander Hoyle, Mrinmaya Sachan, Elliott Ash

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Are Neural Topic Models Broken?

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

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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

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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

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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

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