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《词汇频率分布(英文影印版)》充分展示了词频分布的理论模型与实际数据之间统一与多元的关系、数值指标和直观图示之间矛盾与和谐的地方,其中很多开放问题有待于进一步探索;导读也力图在书中发现一些值得进一步思考和探索的问题,帮助读者更快速地接近前沿。
内容简介
《词汇频率分布(英文影印版)》是“计算语言学与语言科技原文丛书”中的一册,在GoogleScholar上已被引用数百次,以直观的图形,简练的文字对词频分布作了一次系统梳理,并有作者的一些独到见解,开此领域先河,也为不同领域的读者了解词频分布规律开启了一扇窗,为有志进一步探索词频分布奥秘的研究者打开了一扇门。
作者简介
(荷兰)巴因,荷兰奈梅亨大学教授。
目录
List of Figures
List of Tables
导 读
Introduction
1 Word Frequencies
1.1 Introduction
1.2 The frequency spectrum
1.3 Zipf
1.4 The quest for characteristic constants
1.5 The lognormal distribution
1.6 Discussion
1.7 Bibliographical Comments
1.8 Questions
2 Non-parametric models
2.1 Basic concepts .
2.2 The Um model .
2.3 The Structural Type Distribution
2.4 The LNRE zone
2.5 Good-Turing estimates
2.6 Interpolation and Extrapolation
2.6.1 Interpolation
2.6.2 Extrapolation
2.7 Discussion
2.8 Bibliographical Comments
2.9 Questions
3 Parametric models
3.1 Introduction
3.2 LNRE models
3.2.1 The Lognormal Structural Type Distribution
3.2.2 The Generalized Inverse Gauss-Poisson Structural Type
Distribution
3.2.3 The Zipfian Family of LNRE Models
3.3 Evaluating Goodness of Fit
3.4 Parameter estimation
3.5 A comparative study
3.6 Comparing Lexical Measures Across Texts
3.7 Discussion
3.8 Bibliographical Comments
3.9 Questions
4 Mixture distribution尽
4.1 Introduction
4.2 Expectations, variances, and covariances
4.3 Examples of mixture distributions
4.3.1 A text-level mixture model
4.3.2 Morphological mixtures
4.4 Morphological Productivity
4.5 Discussion
4.6 Bibliographical Comments
4.7 Questions
5 The Randomness Assumption
5.1 The Randomness Assumption
5.1.1 Non-randomness and lexical specialization
5.1.2 Consequences of non-randomness
5.2 Adjusted LNRE models
5.2.1 Partition-based adjustment
5.2.2 Parameter-based adjustment
5.3 Discussion
5.4 Bibliographical Comments
6 Examples of Applications
6.1 Distributional properties of the lexicon
6.1.1 Word leng? and sample size
6.1.2 Matching reliability across corpora
6.2 Morphological productivity
6.2.1 Global analyses
6.2.2 Productivity and register
6.3 Authorship and Style
6.4 Beyond word frequency distributions
6.4.1 Counts of filarial worms on mites on rats
6.4.2 Year references
6.3 CV-structures .
6.4.4 Word pairs
6.4.5 Discussion
6.5 Some practical guidelines
A List of Symbols
B Solutions to the exercises
C Software
D Data sets
Bibliography
Index
前言/序言
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