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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 2018-12

A discourse-aware neural network-based text model for document-level text classification

Kangwook Lee, Sanggyu Han, Sung-Hyon Myaeng

Journal of Information Science

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Research article

First published 2019-04-10

Joint Sentiment Topic Model for objective text clustering 1

Octavio Sánchez, Gerardo Sierra

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

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Research article

First published 2025-1

English text topic classification using BERT-based model

Xi Li, Lili Jia

Journal of Computational Methods in Sciences and Engineering

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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 2010-10

Exploring the role of reformulations and a model text in EFL students’ writing performance

Luxin Yang, Ling Zhang

Language Teaching Research

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Research article

First published 2024-11

Investigation on text generative model based on deep learning in natural language processing

Xianqiu Zheng, Zhidong Zhang, Liqin Wang [...]

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2017-5

The research on text clustering based on LDA joint model

Chen Li, Cheng Yang, Qin Jiang

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

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Research article

First published 2025

Knowledge graph-enhanced embedded topic model for short-text classification

Farid Uddin, Zuping Zhang

Journal of Information Science

Open access

Research article

First published 2024-1

Large language models as a substitute for human experts in annotating political text

Michael Heseltine, Bernhard Clemm von Hohenberg

Research & Politics

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