Dataless text classification with descriptive LDA

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Benchmarking zero-shot text classification: Datasets, evaluation and entailment approach

W Yin, J Hay, D Roth - ar** them to a pre-defined taxonomy of event types has long
been an important NLP problem. Most previous work has relied heavily on labor-intensive …
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[HTML][HTML] Exploring electric vehicle adoption in Indonesia using zero-shot aspect-based sentiment analysis

SA Nugroho, S Widianto - Sustainable Operations and Computers, 2024 - Elsevier
Transportation emissions significantly contribute to greenhouse gases (GHG) and climate
change. Electric vehicles (EVs) offer a promising solution to this problem. Despite the …
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Lbl2vec: An embedding-based approach for unsupervised document retrieval on predefined topics

T Schopf, D Braun, F Matthes - arxiv preprint arxiv:2210.06023, 2022 - arxiv.org
In this paper, we consider the task of retrieving documents with predefined topics from an
unlabeled document dataset using an unsupervised approach. The proposed unsupervised …
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