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Reproduzierbare Textanalysen mit Topic Modeling
Vortrag vom 02.11.2022 im Rahmen der Vortragsreihe "Practices and Tools of Open Science (PTOS)"Topic Modeling ist eine beliebte Text-Mining-Methode, um die zentralen Themen in großen Textsammlungen zu finden.
Bittermann, André
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Topic Modeling: Perspectives From a Literature Review
Topic modeling is a Natural Language Processing technique that has gained popularity over the last ten years, with applications in multiple fields of knowledge.
Andres M. Grisales A. +2 more
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The syntactic topic model (STM) is a Bayesian nonparametric model of language that discovers latent distributions of words (topics) that are both semantically and syntactically coherent. The STM models dependency parsed corpora where sentences are grouped into documents.
Jordan L. Boyd-Graber, David M. Blei
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A topic modeling algorithm for microblogs [PDF]
openI topic model nascono come strumenti per ottenere una breve descrizione dei documenti di una collezione e allo stesso tempo preservare le relazioni statistiche essenziali tra le parole contenute nei testi; le rappresentazioni compatte di documenti ...
TOTO, GIOVANNI
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Deutsch-japanische Leitmotivstrukturen in digitalisierten Übersetzungskorpora
Am Beispiel einer Probestudie zum Topic Modeling japanischer Thomas Mann-Übersetzungen reflektiert das Arbeitspapier Möglichkeiten und Herausforderungen einer digitalen Literaturforschung. Eine sich an Ramsays algorithmic criticism orientierende, de- und
Mueller, Nicole M.
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Structural topic modeling regression results.
Structural topic modeling regression results.
Dimitrios Zaras (12042777) +2 more
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Topic modeling in natural language texts
Topic modeling is a method for building a model of a collection of text documents. The model is able to determine topics for each of documents. Shifting from term space to space of extracted topics helps resolving synonymy and polysemy of terms. Besides,
Anton Korshunov, Andrey Gomzin
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Differential Topic Models [PDF]
In applications we may want to compare different document collections: they could have shared content but also different and unique aspects in particular collections. This task has been called comparative text mining or cross-collection modeling.
Changyou Chen +4 more
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topic-modeling-tool-FR: Working prototype
Fork of topic-modeling-tool with hardcoded --token-regex option.
Simon Hengchen
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Exploring Gamification Research Trends Using Topic Modeling
Gamification holds significant importance as an efficacious means to motivate individuals, stimulate their engagement, and foster desired behaviors. There is an increasing interest among researchers in exploring the domain of gamification.
Ahmet Ayaz +6 more
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