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"Topic Modeling": models, code, and papers
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MPTopic: Improving topic modeling via Masked Permuted pre-training

Sep 02, 2023
Xinche Zhang, Evangelos milios

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S2vNTM: Semi-supervised vMF Neural Topic Modeling

Jul 06, 2023
Weijie Xu, Jay Desai, Srinivasan Sengamedu, Xiaoyu Jiang, Francis Iannacci

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Cybersecurity threats in FinTech: A systematic review

Dec 04, 2023
Danial Javaheri, Mahdi Fahmideh, Hassan Chizari, Pooia Lalbakhsh, Junbeom Hur

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Comparative Topic Modeling for Determinants of Divergent Report Results Applied to Macular Degeneration Studies

Sep 01, 2023
Lucas Cassiel Jacaruso

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vONTSS: vMF based semi-supervised neural topic modeling with optimal transport

Jul 03, 2023
Weijie Xu, Xiaoyu Jiang, Srinivasan H. Sengamedu, Francis Iannacci, Jinjin Zhao

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Understanding Opinions Towards Climate Change on Social Media

Dec 02, 2023
Yashaswi Pupneja, Joseph Zou, Sacha Lévy, Shenyang Huang

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From Voices to Validity: Leveraging Large Language Models (LLMs) for Textual Analysis of Policy Stakeholder Interviews

Dec 02, 2023
Alex Liu, Min Sun

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Near-real-time Earthquake-induced Fatality Estimation using Crowdsourced Data and Large-Language Models

Dec 04, 2023
Chenguang Wang, Davis Engler, Xuechun Li, James Hou, David J. Wald, Kishor Jaiswal, Susu Xu

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Searching for Snippets of Open-Domain Dialogue in Task-Oriented Dialogue Datasets

Nov 23, 2023
Armand Stricker, Patrick Paroubek

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Profiling Irony & Stereotype: Exploring Sentiment, Topic, and Lexical Features

Nov 08, 2023
Tibor L. R. Krols, Marie Mortensen, Ninell Oldenburg

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