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Natural language processing

Syntactic analysis of SMOSS model combined with improved LSTM model: Taking English writing teaching as an example

Ke Yan

published 15 Nov 2024

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Text classification algorithm of tourist attractions subcategories with modified TF-IDF and Word2Vec

Lu Xiao, Qiaoxing Li, Qian Ma, Jiasheng Shen, Yong Yang, Danyang Li

published 18 Oct 2024

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InstructNet: A novel approach for multi-label instruction classification through advanced deep learning

Tanjim Taharat Aurpa, Md. Shoaib Ahmed, Md. Mahbubur Rahman, Md. Golam Moazzam

published 10 Oct 2024

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Research of multi-label text classification based on label attention and correlation networks

Ling Yuan, Xinyi Xu, Ping Sun, Hai ping Yu, Yin Zhen Wei, Jun jie Zhou

published 30 Sep 2024

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Guide for the application of the data augmentation approach on sets of texts in Spanish for sentiment and emotion analysis

Rodrigo Gutiérrez Benítez, Alejandra Segura Navarrete, Christian Vidal-Castro, Claudia Martínez-Araneda

published 26 Sep 2024

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Distilling knowledge from multiple foundation models for zero-shot image classification

Siqi Yin, Lifan Jiang

published 20 Sep 2024

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Exploring a method for extracting concerns of multiple breast cancer patients in the domain of patient narratives using BERT and its optimization by domain adaptation using masked language modeling

Satoshi Watabe, Tomomi Watanabe, Shuntaro Yada, Eiji Aramaki, Hiroshi Yajima, Hayato Kizaki, Satoko Hori

published 06 Sep 2024

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Understanding anti-immigration sentiment spreading on Twitter

Andrea Nasuto, Francisco Rowe

published 04 Sep 2024

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Integration of multi-level semantics in PTMs with an attention model for question matching

Zheng Ye, Linwei Che, Jun Ge, Jun Qin, Jing Liu

published 29 Aug 2024

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The state of artificial intelligence in medical research: A survey of corresponding authors from top medical journals

Michele Salvagno, Alessandro De Cassai, Stefano Zorzi, Mario Zaccarelli, Marco Pasetto, Elda Diletta Sterchele, Dmytro Chumachenko, Alberto Giovanni Gerli, Razvan Azamfirei, Fabio Silvio Taccone

published 23 Aug 2024

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A multi-view representation technique based on principal component analysis for enhanced short text clustering

Majid Hameed Ahmed, Sabrina Tiun, Nazlia Omar, Nor Samsiah Sani

published 23 Aug 2024

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Using machine learning methods to predict all-cause somatic hospitalizations in adults: A systematic review

Mohsen Askar, Masoud Tafavvoghi, Lars Småbrekke, Lars Ailo Bongo, Kristian Svendsen

published 23 Aug 2024

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The application effect of the Rasch measurement model combined with the CRF model: An analysis based on English discourse

Yunxia Wang

published 22 Aug 2024

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