Alexander Hoyle

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 10

Top Topics

Latent Variable Models

Controlled Natural Language

Top Venues

Publications

Chau Minh Pham, Alexander Hoyle, Simeng Sun, Mohit Iyyer
TopicGPT: A Prompt-based Topic Modeling Framework. CoRR (2023)
Alexander Hoyle, Rupak Sarkar, Pranav Goel, Philip Resnik
Making the Implicit Explicit: Implicit Content as a First Class Citizen in NLP. CoRR (2023)
Dominik Stammbach, Vilém Zouhar, Alexander Hoyle, Mrinmaya Sachan, Elliott Ash
Revisiting Automated Topic Model Evaluation with Large Language Models. EMNLP (2023)
Alexander Hoyle, Rupak Sarkar, Pranav Goel, Philip Resnik
Natural Language Decompositions of Implicit Content Enable Better Text Representations. EMNLP (2023)
Dominik Stammbach, Vilém Zouhar, Alexander Hoyle, Mrinmaya Sachan, Elliott Ash
Re-visiting Automated Topic Model Evaluation with Large Language Models. CoRR (2023)
Alexander Hoyle, Pranav Goel, Rupak Sarkar, Philip Resnik
Are Neural Topic Models Broken? CoRR (2022)
Alexander Hoyle, Lawrence Wolf-Sonkin, Hanna M. Wallach, Ryan Cotterell, Isabelle Augenstein
Combining Sentiment Lexica with a Multi-View Variational Autoencoder. NAACL-HLT (1) (2019)
Alexander Hoyle, Lawrence Wolf-Sonkin, Hanna M. Wallach, Isabelle Augenstein, Ryan Cotterell
Unsupervised Discovery of Gendered Language through Latent-Variable Modeling. ACL (1) (2019)
Alexander Hoyle, Lawrence Wolf-Sonkin, Hanna M. Wallach, Ryan Cotterell, Isabelle Augenstein
Combining Sentiment Lexica with a Multi-View Variational Autoencoder. CoRR (2019)
Alexander Hoyle, Lawrence Wolf-Sonkin, Hanna M. Wallach, Isabelle Augenstein, Ryan Cotterell
Unsupervised Discovery of Gendered Language through Latent-Variable Modeling. CoRR (2019)