ArikReuter

Pinned Repositories

STREAM
A versatile Python package engineered for seamless topic modeling, topic evaluation, and topic visualization. Ideal for text analysis, natural language processing (NLP), and research in the social sciences, STREAM simplifies the extraction, interpretation, and visualization of topics from large, complex datasets.
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ArikReuter.github.io
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EmbeddingAttacks
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IntInt_AblationStudy
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TNTM
This repository contains the code for the Transformer-Representation Neural Topic Model (TNTM) based on the paper "Probabilistic Topic Modelling with Transformer Representations" by Arik Reuter, Anton Thielmann, Christoph Weisser, Benjamin Säfken and Thomas Kneib
Language:Jupyter Notebook9 1 01
TopicGPT
TopicGPT allows to integrate the benefits of LLMs into Topic Modelling
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TopicGPT
TopicGPT allows to integrate the benefits of LLMs into Topic Modelling
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ArikReuter's Repositories

ArikReuter/TopicGPT
TopicGPT allows to integrate the benefits of LLMs into Topic Modelling
Language:Python82 2 1114
ArikReuter/TNTM
This repository contains the code for the Transformer-Representation Neural Topic Model (TNTM) based on the paper "Probabilistic Topic Modelling with Transformer Representations" by Arik Reuter, Anton Thielmann, Christoph Weisser, Benjamin Säfken and Thomas Kneib
Language:Jupyter Notebook9 1 01
ArikReuter/EmbeddingAttacks
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ArikReuter/IntInt_AblationStudy
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ArikReuter/PFNExperiments
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