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Exploiting Contextual Embeddings in Hierarchical Topic Modeling and Investigating the Limits of the Current Evaluation Metrics.

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Title: Exploiting Contextual Embeddings in Hierarchical Topic Modeling and Investigating the Limits of the Current Evaluation Metrics.
Authors: Viegas, Felipe1, frviegas@dcc.ufmg.br, Pereira, Antonio2, antoniopereira@aluno.ufsj.edu.br, Cunha, Washington1, washingtoncunha@dcc.ufmg.br, França, Celso1, celsofranca@dcc.ufmg.br, Andrade, Claudio1, claudio.valiense@dcc.ufmg.br, Tuler, Elisa2, etuler@ufsj.edu.br, Rocha, Leonardo2, lcrocha@ufsj.edu.br, Gonçalves, Marcos André1, mgoncalv@dcc.ufmg.br
Source: Computational Linguistics; Sep2025, Vol. 51 Issue 3, p843-883, 41p
Database: Applied Science & Technology Source
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  Data: Exploiting Contextual Embeddings in Hierarchical Topic Modeling and Investigating the Limits of the Current Evaluation Metrics.
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  Data: <searchLink fieldCode="AU" term="%22Viegas%2C+Felipe%22">Viegas, Felipe</searchLink><relatesTo>1</relatesTo>, <i>frviegas@dcc.ufmg.br</i><br /><searchLink fieldCode="AU" term="%22Pereira%2C+Antonio%22">Pereira, Antonio</searchLink><relatesTo>2</relatesTo>, <i>antoniopereira@aluno.ufsj.edu.br</i><br /><searchLink fieldCode="AU" term="%22Cunha%2C+Washington%22">Cunha, Washington</searchLink><relatesTo>1</relatesTo>, <i>washingtoncunha@dcc.ufmg.br</i><br /><searchLink fieldCode="AU" term="%22França%2C+Celso%22">França, Celso</searchLink><relatesTo>1</relatesTo>, <i>celsofranca@dcc.ufmg.br</i><br /><searchLink fieldCode="AU" term="%22Andrade%2C+Claudio%22">Andrade, Claudio</searchLink><relatesTo>1</relatesTo>, <i>claudio.valiense@dcc.ufmg.br</i><br /><searchLink fieldCode="AU" term="%22Tuler%2C+Elisa%22">Tuler, Elisa</searchLink><relatesTo>2</relatesTo>, <i>etuler@ufsj.edu.br</i><br /><searchLink fieldCode="AU" term="%22Rocha%2C+Leonardo%22">Rocha, Leonardo</searchLink><relatesTo>2</relatesTo>, <i>lcrocha@ufsj.edu.br</i><br /><searchLink fieldCode="AU" term="%22Gonçalves%2C+Marcos+André%22">Gonçalves, Marcos André</searchLink><relatesTo>1</relatesTo>, <i>mgoncalv@dcc.ufmg.br</i>
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