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Nov, 2023
基于Transformer的描述逻辑上下文推理
Reasoning over Description Logic-based Contexts with Transformers
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Angelos Poulis, Eleni Tsalapati, Manolis Koubarakis
TL;DR
通过使用描述逻辑知识库构建一个合成的自然语言问答数据集,本研究评估了基于transformer的模型在推理能力、合成语境和知识库相关的问题上的表现,并展示了模型在训练过程中对不同推理深度的泛化能力。
Abstract
One way that the current state of the art measures the
reasoning ability
of
transformer-based models
is by evaluating accuracy in downstream tasks like logical question answering or proof generation over
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