发表于2024-12-25
Probabilistic Linguistics 2024 pdf epub mobi 电子书
图书标签: 语言学 计量语言学 linguistics 统计与概率 数据处理 建模 語言學 2018
For the past forty years, linguistics has been dominated by the idea that language is categorical and linguistic competence discrete. It has become increasingly clear, however, that many levels of representation, from phonemes to sentence structure, show probabilistic properties, as does the language faculty. Probabilistic linguistics conceptualizes categories as distributions and views knowledge of language not as a minimal set of categorical constraints but as a set of gradient rules that may be characterized by a statistical distribution. Whereas categorical approaches focus on the endpoints of distributions of linguistic phenomena, probabilistic approaches focus on the gradient middle ground. Probabilistic linguistics integrates all the progress made by linguistics thus far with a probabilistic perspective.This book presents a comprehensive introduction to probabilistic approaches to linguistic inquiry. It covers the application of probabilistic techniques to phonology, morphology, semantics, syntax, language acquisition, psycholinguistics, historical linguistics, and sociolinguistics. It also includes a tutorial on elementary probability theory and probabilistic grammars.
对于数学和统计苦手的我而言,至多也就是看个热闹。给描述多种因素共同影响下语言现象提供了蛮好的思路和算法。当然,对 NLP 还是有疑虑的,其主要就是 NLP 已然不再是描述现象的科学,它更像是演算现象的工具。本质上还是一种降格,但谁让人家仗着计算机算得快所以就吃得开呢……
评分对于数学和统计苦手的我而言,至多也就是看个热闹。给描述多种因素共同影响下语言现象提供了蛮好的思路和算法。当然,对 NLP 还是有疑虑的,其主要就是 NLP 已然不再是描述现象的科学,它更像是演算现象的工具。本质上还是一种降格,但谁让人家仗着计算机算得快所以就吃得开呢……
评分对于数学和统计苦手的我而言,至多也就是看个热闹。给描述多种因素共同影响下语言现象提供了蛮好的思路和算法。当然,对 NLP 还是有疑虑的,其主要就是 NLP 已然不再是描述现象的科学,它更像是演算现象的工具。本质上还是一种降格,但谁让人家仗着计算机算得快所以就吃得开呢……
评分对于数学和统计苦手的我而言,至多也就是看个热闹。给描述多种因素共同影响下语言现象提供了蛮好的思路和算法。当然,对 NLP 还是有疑虑的,其主要就是 NLP 已然不再是描述现象的科学,它更像是演算现象的工具。本质上还是一种降格,但谁让人家仗着计算机算得快所以就吃得开呢……
评分对于数学和统计苦手的我而言,至多也就是看个热闹。给描述多种因素共同影响下语言现象提供了蛮好的思路和算法。当然,对 NLP 还是有疑虑的,其主要就是 NLP 已然不再是描述现象的科学,它更像是演算现象的工具。本质上还是一种降格,但谁让人家仗着计算机算得快所以就吃得开呢……
Probabilistic Linguistics 2024 pdf epub mobi 电子书