Statistical Machine Translation 在線電子書 圖書標籤: 機器翻譯 NLP 統計 計算語言學 計算機科學 自然語言處理 翻譯 機器學習
發表於2024-07-02
Statistical Machine Translation 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024
統計翻譯 SMT經典,必讀。
評分很厚的英文書 終於讀完瞭 嚴格意義來說,這是我第一次完整讀完英文原著
評分要再看一遍 有幾個章節還不太清楚
評分Machine translation的教科書,讀瞭一章就發現瞭幾個公式的typo…挑挑揀揀看瞭一些,以後用到再細讀。
評分語言學方麵還好,可是那些公式我實在看不明白。。。應該是不錯的書,但內容超齣瞭我的理解範圍。論文寫完就罷,不研究瞭。
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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Statistical Machine Translation 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024