找回密碼
 To register

QQ登錄

只需一步，快速開始

掃一掃，訪問微社區(qū)

打印 上一主題 下一主題

Titlebook: Bayesian Analysis in Natural Language Processing, Second Edition; Shay Cohen Book 2019Latest edition Springer Nature Switzerland AG 2019

[復(fù)制鏈接]
查看: 48860|回復(fù): 42
樓主
發(fā)表于 2025-3-21 19:59:16 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
期刊全稱Bayesian Analysis in Natural Language Processing, Second Edition
影響因子2023Shay Cohen
視頻videohttp://file.papertrans.cn/182/181823/181823.mp4
學(xué)科分類Synthesis Lectures on Human Language Technologies
圖書封面Titlebook: Bayesian Analysis in Natural Language Processing, Second Edition; Shay Cohen Book 2019Latest edition Springer Nature Switzerland AG 2019
影響因子.Natural language processing (NLP) went through a profound transformation in the mid-1980s when it shifted to make heavy use of corpora and data-driven techniques to analyze language. Since then, the use of statistical techniques in NLP has evolved in several ways. One such example of evolution took place in the late 1990s or early 2000s, when full-fledged Bayesian machinery was introduced to NLP. This Bayesian approach to NLP has come to accommodate various shortcomings in the frequentist approach and to enrich it, especially in the unsupervised setting, where statistical learning is done without target prediction examples...In this book, we cover the methods and algorithms that are needed to fluently read Bayesian learning papers in NLP and to do research in the area. These methods and algorithms are partially borrowed from both machine learning and statistics and are partially developed "in-house" in NLP. We cover inference techniques such as Markov chain Monte Carlo sampling and variational inference, Bayesian estimation, and nonparametric modeling. In response to rapid changes in the field, this second edition of the book includes a new chapter on representation learning and n
Pindex Book 2019Latest edition
The information of publication is updating

書目名稱Bayesian Analysis in Natural Language Processing, Second Edition影響因子(影響力)




書目名稱Bayesian Analysis in Natural Language Processing, Second Edition影響因子(影響力)學(xué)科排名




書目名稱Bayesian Analysis in Natural Language Processing, Second Edition網(wǎng)絡(luò)公開度




書目名稱Bayesian Analysis in Natural Language Processing, Second Edition網(wǎng)絡(luò)公開度學(xué)科排名




書目名稱Bayesian Analysis in Natural Language Processing, Second Edition被引頻次




書目名稱Bayesian Analysis in Natural Language Processing, Second Edition被引頻次學(xué)科排名




書目名稱Bayesian Analysis in Natural Language Processing, Second Edition年度引用




書目名稱Bayesian Analysis in Natural Language Processing, Second Edition年度引用學(xué)科排名




書目名稱Bayesian Analysis in Natural Language Processing, Second Edition讀者反饋




書目名稱Bayesian Analysis in Natural Language Processing, Second Edition讀者反饋學(xué)科排名




單選投票, 共有 0 人參與投票
 

0票 0%

Perfect with Aesthetics
 

0票 0%

Better Implies Difficulty
 

0票 0%

Good and Satisfactory
 

0票 0%

Adverse Performance
 

0票 0%

Disdainful Garbage
您所在的用戶組沒有投票權(quán)限
沙發(fā)
發(fā)表于 2025-3-21 20:34:07 | 只看該作者
Uday Athavankar,Arnab Mukherjeeare too many components in the model: much of the slack in the number of clusters will be used to represent the noise in the data, and create overly fine-grained clusters that should otherwise be merged together.
板凳
發(fā)表于 2025-3-22 00:56:33 | 只看該作者
地板
發(fā)表于 2025-3-22 06:13:36 | 只看該作者
5#
發(fā)表于 2025-3-22 11:18:41 | 只看該作者
1947-4040 , and nonparametric modeling. In response to rapid changes in the field, this second edition of the book includes a new chapter on representation learning and n978-3-031-01042-2978-3-031-02170-1Series ISSN 1947-4040 Series E-ISSN 1947-4059
6#
發(fā)表于 2025-3-22 14:33:09 | 只看該作者
Bayesian Analysis in Natural Language Processing, Second Edition978-3-031-02170-1Series ISSN 1947-4040 Series E-ISSN 1947-4059
7#
發(fā)表于 2025-3-22 19:03:37 | 只看該作者
https://doi.org/10.1007/978-1-4613-2173-6 a computer. As such, it borrows ideas from Artificial Intelligence, Linguistics, Machine Learning, Formal Language Theory and Statistics. In NLP, natural language is usually represented as written text (as opposed to speech signals, which are more common in the area of Speech Processing).
8#
發(fā)表于 2025-3-23 01:06:02 | 只看該作者
Leonard Evans,Richard C. SchwingThis chapter is mainly intended to be used as a refresher on basic concepts in Probability and Statistics required for the full comprehension of this book. Occasionally, it also provides notation that will be used in subsequent chapters in this book.
9#
發(fā)表于 2025-3-23 04:36:27 | 只看該作者
10#
發(fā)表于 2025-3-23 07:17:27 | 只看該作者
 關(guān)于派博傳思  派博傳思旗下網(wǎng)站  友情鏈接
派博傳思介紹 公司地理位置 論文服務(wù)流程 影響因子官網(wǎng) 吾愛論文網(wǎng) 大講堂 北京大學(xué) Oxford Uni. Harvard Uni.
發(fā)展歷史沿革 期刊點(diǎn)評 投稿經(jīng)驗(yàn)總結(jié) SCIENCEGARD IMPACTFACTOR 派博系數(shù) 清華大學(xué) Yale Uni. Stanford Uni.
QQ|Archiver|手機(jī)版|小黑屋| 派博傳思國際 ( 京公網(wǎng)安備110108008328) GMT+8, 2025-10-7 09:27
Copyright © 2001-2015 派博傳思   京公網(wǎng)安備110108008328 版權(quán)所有 All rights reserved
快速回復(fù) 返回頂部 返回列表
江门市| 安化县| 利川市| 石楼县| 永和县| 庆阳市| 象州县| 兰坪| 铁岭县| 禹城市| 宜阳县| 马鞍山市| 靖安县| 太仓市| 巴彦县| 且末县| 十堰市| 迁西县| 桑植县| 衡水市| 巴马| 托克逊县| 双牌县| 维西| 婺源县| 澄城县| 阜南县| 城固县| 介休市| 佳木斯市| 登封市| 张家界市| 呈贡县| 乡宁县| 青浦区| 安图县| 赤城县| 景泰县| 绍兴市| 湘乡市| 博白县|