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Research article

First published 2024-8

Integrating word embedding and topic modeling for sentiment analysis: A case study on the social mood on economy

Mauro Bruno, Elena Catanese, Massimo De Cubellis

Statistical Journal of the IAOS

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Research article

First published 2019-11

A word embedding topic model for topic detection and summary in social networks

Lei Shi, Gang Cheng, Shang-ru Xie [...]

Measurement and Control

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Research article

First published 2022-06-01

RETRACTED: A user-based topic model with topical word embeddings for semantic modelling in social network

Xin Jin

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025-4

From Textual Data to Theoretical Insights: Introducing and Applying the Word-Text-Topic Extraction Approach

Jaewoo Jung, Wenjun Zhou, Anne D. Smith

Organizational Research Methods

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Research article

First published 2015-8

Using data-driven feature enrichment of text representation and ensemble technique for sentence-level polarity classification

Pu Zhang, Zhongshi He

Journal of Information Science

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Research article

First published 2025-11

Examining the Meaning of “Violence” Through Machine Learning Techniques

Jolien van Breen, Emil Rijcken, Jaroslaw Kantorowicz [...]

Journal of Interpersonal Violence

Open access

Research article

First published 2021-4

Transfer learning for topic labeling: Analysis of the UK House of Commons speeches 1935–2014

Hannah Béchara, Alexander Herzog, Slava Jankin [...]

Research & Politics

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Research article

First published 2023-08-01

Topic modeling methods for short texts: A survey

Yuwei Fan, Lei Shi, Lu Yuan

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025-4

Short text classification using semantically enriched topic model

Farid Uddin, Yibo Chen, Zuping Zhang [...]

Journal of Information Science

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Research article

First published 2022-10

Topic attention encoder: A self-supervised approach for short text clustering

Jian Jin, Haiyuan Zhao, Ping Ji

Journal of Information Science

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