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Natural language processing

Improved self-training-based distant label denoising method for cybersecurity entity extractions

Ke Zhang, Yunpeng Wang, Ou Li, Sirui Hao, Junjiang He, Xiaolong Lan, Jinneng Yang, Yang Ye

published 17 Dec 2024

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Novel approach for predicting fake news stance detection using large word embedding blending and customized CNN model

Abdulaziz Altamimi

published 13 Dec 2024

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Nonnegative matrix factorization with Wasserstein metric-based regularization for enhanced text embedding

Mingming Li, Xingjie Wang, Chunhua Li, Anping Zeng

published 05 Dec 2024

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Care home resident identification: A comparison of address matching methods with Natural Language Processing

Víctor Suárez-Paniagua, Arlene Casey, Charis A. Marwick, Jennifer K. Burton, Helen Callaby, Isobel Guthrie, Bruce Guthrie, Beatrice Alex

published 05 Dec 2024

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Deanthropomorphising NLP: Can a language model be conscious?

Matthew Shardlow, Piotr Przybyła

published 04 Dec 2024

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Needle in a haystack: Harnessing AI in drug patent searches and prediction

Leonardo Costa Ribeiro, Valbona Muzaka

published 02 Dec 2024

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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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