Overall framework of the proposed model. حسب Xiaohan Yu (7525940)

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All intermediate and final results produced by the proposed framework have been stored in this folder and include: Tokenized input samples, Enriched embeddings, Graph construction... حسب Xiaohan Yu (7525940)

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Proposed model scores and sentiment prediction. حسب Xiaohan Yu (7525940)

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This package of Python scripts implements the proposed unsupervised sentiment analysis approach. It contains a pre-processing script (preprocess.py), a script that calculates BERT... حسب Xiaohan Yu (7525940)

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JSON files with the zero-shot sentiment classification predictions/outputs by ChatGPT-4o and DeepSeek r1. These outputs were directly compared with our model. حسب Xiaohan Yu (7525940)

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Comparison of the proposed model with existing models. حسب Xiaohan Yu (7525940)

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Comparison of the proposed model with ChatGPT-4o and DeepSeek R1. حسب Xiaohan Yu (7525940)

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BERT Encoder for contextualised embeddings. حسب Xiaohan Yu (7525940)

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A JSON file with ground truth sentiment labels used in evaluation and comparison to LLM prediction. حسب Xiaohan Yu (7525940)

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Architecture of the GAT model. حسب Xiaohan Yu (7525940)

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There are Python notebooks and scripts to build a zero-shot sentiment classifier using ChatGPT-4o and DeepSeek r1. These codes replicate the comparative evaluation experiments docu... حسب Xiaohan Yu (7525940)

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Classical Chinese Texts Corpus: This corpus/repository includes the classical Chinese literature used in the experiments of sentiment analysis presented in this paper. It contains... حسب Xiaohan Yu (7525940)

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Flow of the consensus-building process. حسب Rabiu Ibrahim (20783211)

"…We report a consensus-building process that sought to identify which task trainings are relevant to include in a task-specific self-rehabilitation strategy for rural community-dwelling stroke survivors.…"

Creative methods and practices to mobilising public health knowledge webinar حسب Joe Langley (2382391)

"…Fiona leverages innovative methods like LEGO Serious Play for creative collaboration. …"

Transcriptomics-Driven Discovery of New Meroterpenoid Rhynchospenes Involved in the Virulence of the Barley Pathogen <i>Rhynchosporium commune</i> حسب Reynaldi Darma (20713741)

"…Despite its significant impact, the molecular mechanisms underlying <i>R. commune</i>’s infection process remain largely unexplored. To address this, we analyzed the differential gene expression data of <i>R. commune</i> WAI453 cultivated under both <i>in planta</i> and <i>in vitro</i> conditions, aiming to identify secondary metabolite biosynthetic gene clusters that are potentially involved in the pathogenicity of <i>R. commune</i>. …"

Outcomes of the quality appraisals of the included articles using the Mixed Methods Appraisal Tool. حسب Kafayat Aminu (14512190)

Assembly process and dynamic instability of microtubules. حسب Jacopo Zattoni (21702634)

Method for cell segmentation and tracking. حسب Sota Endo (20968553)

"…<p><b>(A)</b> Flowchart of automated cell tracking applied to a time series of phase contrast images acquired with a 10 × objective lens. The method involved shifting the ROI while adjusting the shape by referring to the centroid and cell size over time, allowing for single cell tracking. …"

Promotion methods used to encourage recruitment in the 19 cats and dogs research cohort programmes selected for the mapping review. حسب Jessica Irene Landolt (21464713)

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Upregulated biomarkers GO enrichment Biological Processes. حسب Jibon Kumar Paul (19704476)