Statistical Machine Translation pdf epub mobi txt 电子书 下载 2025
- 机器翻译
- NLP
- 统计
- 计算语言学
- 计算机科学
- 自然语言处理
- 翻译
- 机器学习
- 统计机器翻译
- 机器翻译
- 自然语言处理
- 计算语言学
- 人工智能
- 深度学习
- 语言模型
- 概率模型
- 信息检索
- 文本处理
具体描述
The dream of automatic language translation is now closer thanks to recent advances in the techniques that underpin statistical machine translation. This class-tested textbook from an active researcher in the field, provides a clear and careful introduction to the latest methods and explains how to build machine translation systems for any two languages. It introduces the subject's building blocks from linguistics and probability, then covers the major models for machine translation: word-based, phrase-based, and tree-based, as well as machine translation evaluation, language modeling, discriminative training and advanced methods to integrate linguistic annotation. The book also reports the latest research, presents the major outstanding challenges, and enables novices as well as experienced researchers to make novel contributions to this exciting area. Ideal for students at undergraduate and graduate level, or for anyone interested in the latest developments in machine translation.
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看哭了
评分语言学方面还好，可是那些公式我实在看不明白。。。应该是不错的书，但内容超出了我的理解范围。论文写完就罢，不研究了。
评分概论书
评分机器翻译入门
评分基本上覆盖了所有机器翻译的方法与内容。对于广义的机器学习与人工智能有一定的帮助
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