计算语言学中语言知识生产范式的变迁
Changes of Paradigms of Language Knowledge Production in Computational Linguistics
冯志伟 1张灯柯2
作者信息
- 1. 教育部语言文字应用研究所,北京 100010
- 2. 新疆大学中国语言文学学院中文系,乌鲁木齐 830046
- 折叠
摘要
在计算语言学这门学科的发展过程中,语言知识的生产范式经历了四次大的变迁:基于规则的语言知识生产范式、基于统计的语言知识生产范式、基于深度学习与神经网络的语言知识生产范式、基于生成式人工智能的语言知识生产范式.本文详细地描述了这些语言知识生产范式的变迁过程.
Abstract
In the development process of computational linguistics,the paradigms of language knowledge production have undergone four major changes:rule-based paradigm of language knowledge production,statistics-based paradigm of language knowledge production,deep learning and neural network-based paradigm of language knowledge production,and generative artificial intelligence-based paradigm of language knowledge production.This article provides a detailed description of the transition process of these paradigms of language knowledge production.
关键词
计算语言学/基于规则的语言知识生产范式/基于统计的语言知识生产范式/基于深度学习与神经网络的语言知识生产范式/基于生成式人工智能的语言知识生产范式Key words
computational linguistics/rule-based paradigm of language knowledge production/statistics-based paradigm of language knowledge production/deep learning and neural network-based paradigm of language knowledge production/generative artificial intelligence-ba引用本文复制引用
出版年
2024
NETL
NSTL
万方数据