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Cross-Domain Classification of Moral Values - supplemental material

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4TU.ResearchData2023-12-18 更新2026-04-23 收录
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https://data.4tu.nl/datasets/518aac3c-27ef-4309-8523-805580c35035/1
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资源简介:
Raw results for the paper "Cross-Domain Classification of Moral Values", published at NAACL '22. This dataset contains the raw results of the experiments described in the paper, including the evaluations of generalizability, transferability, and catastrophic forgetting with BERT, fastText, and LSTM. Further, it contains the Jupyter Notebooks needed to generate the analysis and the tables present in the paper. The code for generating this results is available at this DOI: 10.4121/8360d02b-b32f-4f07-bbf4-168915392bd9

本数据集为发表于NAACL '22的论文《道德价值观跨域分类(Cross-Domain Classification of Moral Values)》的原始实验结果集。本数据集包含该论文中所述实验的全部原始结果,涵盖针对BERT、fastText及LSTM模型的泛化性、可迁移性与灾难性遗忘(catastrophic forgetting)的评估内容。此外,本数据集还包含用于复现论文中分析流程与表格生成的全部Jupyter Notebook文件。本实验结果的生成代码可通过以下DOI获取:10.4121/8360d02b-b32f-4f07-bbf4-168915392bd9
提供机构:
Dondera, Alin E.; Geadau, Andrei
创建时间:
2023-12-18
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