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BBGC: BERT-BiLSTM-GCN Fusion with Collaborative Attention Mechanism for Text Classification Model
Proceedings of the 2024 7th International Conference on Computer Information Science and Artificial IntelligenceText categorization serves as a fundamental objective within the domain of Natural Language Processing (NLP). Text data often contains rich structural and contextual information, such as correlations between words, logical relationships between sentences,
Xianxian Qi, Meijing Li, Runqing Huang
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Characterization of novel potential probiotic strains of lactic acid bacteria from rat faeces
African Journal of Microbiology ResearchThis study aimed to isolate and characterise novel probiotic strains from the faeces of healthy albino Wistar rats. Lactic acid bacteria were isolated on MRS agar, and their probiotic properties were assessed through in vitro tests, including tolerance ...
Nyamaifofe Dieudonné +2 more
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BGNN-TC: BERT GNN Based Text Classification Algorithm
2024 IEEE First International Conference on Data Intelligence and Innovative Application (DIIA)The traditional Text-Level-GNN effectively captures the structural information of texts but fails to fully extract the semantic information of words during text-level composition.
Jianbo Zhao +5 more
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BoW-based neural networks vs. cutting-edge models for single-label text classification
Neural computing & applications (Print), 2023H. I. Abdalla, A. Amer, Sri Devi Ravana
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The Effects of Open Space on Residential Property Values
Land Economics, 2002E. Irwin
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Multi-Graph Text Classification Model Integrating Sparse Attention and Hierarchical Pruning
2025 5th International Conference on Artificial Intelligence and Industrial Technology Applications (AIITA)Huaru Chen, Wanjun Jiang, Yuhui Liu
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