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Mar, 2024
NLPre:一个对自然语言预处理系统进行以语言为中心的基准测试的修订方法
NLPre: a revised approach towards language-centric benchmarking of Natural Language Preprocessing systems
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Martyna Wiącek, Piotr Rybak, Łukasz Pszenny, Alina Wróblewska
TL;DR
使用基于Transformer的架构,通过提出的基于语言的基准系统,对多种自然语言预处理工具进行综合评估和性能追踪,旨在解决现有评估方法的不足和公平性问题。
Abstract
With the advancements of
transformer-based architectures
, we observe the rise of
natural language preprocessing
(NLPre) tools capable of solving preliminary NLP tasks (e.g. tokenisation, part-of-speech tagging, d
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