论文标题

Tourbert:旅游业的验证语言模型

TourBERT: A pretrained language model for the tourism industry

论文作者

Arefieva, Veronika, Egger, Roman

论文摘要

来自变形金刚(BERT)的双向编码器表示目前是自然语言最重要,最新的模型之一。但是,也已经证明,对于特定领域的任务,在特定于域的语料库上预处理伯特很有帮助。在本文中,我们介绍了Tourbert,这是一种验证的旅游语言模型。我们描述了Tourbert是如何开发和评估的。评估表明,Tourbert在所有特定于旅游业的任务中都表现出色。

The Bidirectional Encoder Representations from Transformers (BERT) is currently one of the most important and state-of-the-art models for natural language. However, it has also been shown that for domain-specific tasks it is helpful to pretrain BERT on a domain-specific corpus. In this paper, we present TourBERT, a pretrained language model for tourism. We describe how TourBERT was developed and evaluated. The evaluations show that TourBERT is outperforming BERT in all tourism-specific tasks.

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