five

Financial NLP Tasks

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arXiv2025-09-30 收录
下载链接:
https://www.promptingguide.ai/techniques/fewshot
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资源简介:
该数据集包含了多种金融领域的自然语言处理任务,如分类、命名实体识别(NER)、问答(QA)以及摘要等,旨在评估不同语言模型在这些金融任务上的表现。此外,该数据集还特别为各类模型在金融任务上的性能评估提供了可用的训练-测试数据划分。规模上,它包含了针对不同任务的多份数据集。总的来说,这些任务是针对金融领域的自然语言处理,包括分类、NER、QA和摘要等。

This dataset encompasses a variety of natural language processing (NLP) tasks in the financial domain, including classification, named entity recognition (NER), question answering (QA), summarization and other related tasks, with the objective of evaluating the performance of different language models on these financial tasks. Additionally, this dataset specifically provides available train-test data splits to support performance evaluation of various models on financial tasks. In terms of scale, it includes multiple datasets designed for distinct tasks. Collectively, these tasks are all NLP tasks targeting the financial domain, covering classification, NER, QA, summarization and other relevant categories.
提供机构:
HELM framework
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