书目详细信息
： Statistical semantics :
书目信息 机读格式(MARC)
| ISBN： | 9783030372491 |
|---|---|
| 编目源： | EBLCP EBLCP YDX EBLCP LQU GW5XE N$T TEF LEATE Uk |
| 个人名称： | Sikstrom, Sverker. |
| 题名： | Statistical semantics : methods and applications / Sverker Sikström, Danilo Garcia, editor. |
| 索书号： | H087/S579E |
| 载体形态： | xvi, 262 pages ; 25 cm |
| 一般附注： | Description based upon print version of record. |
| 一般附注： | Cross Validation Using a Training-Set and a Test-Set |
| 书目附注： | Includes bibliographical references. |
| 格式化内容附注： | Intro -- Preface -- Preface -- Acknowledgment -- Contents -- Contributors -- Part I: Methods -- Chapter 1: Introduction to Statistical Semantics -- References -- Chapter 2: Creating Semantic Representations -- Vector Space Model -- Feature Hashing -- Random Indexing -- Latent Semantic Analysis -- Non-negative Matrix Factorization -- Explicit Semantic Analysis -- Word Embeddings -- Deep Learning Representations -- Creating Explicit Semantic Representations -- Creating Semantic Representations with Non-linguistic Information -- Evaluating Semantic Representations -- Word Similarity/Relatedness |