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05/23/2023
Making the Implicit Explicit: Implicit Content as a First Class Citizen in NLP
Language is multifaceted. A given utterance can be re-expressed in equiv...
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05/20/2023
Re-visiting Automated Topic Model Evaluation with Large Language Models
Topic models are used to make sense of large text collections. However, ...
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10/28/2022
Are Neural Topic Models Broken?
Recently, the relationship between automated and human evaluation of top...
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07/05/2021
Is Automated Topic Model Evaluation Broken?: The Incoherence of Coherence
Topic model evaluation, like evaluation of other unsupervised methods, c...
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12/31/2020
Promoting Graph Awareness in Linearized Graph-to-Text Generation
Generating text from structured inputs, such as meaning representations ...
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10/05/2020
Improving Neural Topic Models using Knowledge Distillation
Topic models are often used to identify human-interpretable topics to he...
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06/11/2019
Unsupervised Discovery of Gendered Language through Latent-Variable Modeling
Studying the ways in which language is gendered has long been an area of...
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04/05/2019