Supertagging: Using Complex Lexical Descriptions in Natural Language Processing (Hardcover)
暫譯: 超標記：在自然語言處理中使用複雜的詞彙描述（精裝版）

Srinivas Bangalore, Aravind K. Joshi

Supertagging: Using Complex Lexical Descriptions in Natural Language Processing (Hardcover)
  • 出版商: MIT
  • 出版日期: 2010-03-31
  • 售價: $1,550
  • 貴賓價: 9.8 折 $1,519
  • 語言: 英文
  • 頁數: 512
  • 裝訂: Hardcover
  • ISBN: 0262013878
  • ISBN-13: 9780262013871
  • 相關分類: Text-mining、語音辨識 Speech-recognition

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商品描述

The last decade has seen computational implementations of large hand-crafted natural language grammars in formal frameworks such as Tree-Adjoining Grammar (TAG), Combinatory Categorical Grammar (CCG), Head-driven Phrase Structure Grammar (HPSG), and Lexical Functional Grammar (LFG). Grammars in these frameworks typically associate linguistically motivated rich descriptions (Supertags) with words. With the availability of parse-annotated corpora, grammars in the TAG and CCG frameworks have also been automatically extracted while maintaining the linguistic relevance of the extracted Supertags. In these frameworks, Supertags are designed so that complex linguistic constraints are localized to operate within the domain of those descriptions. While this localization increases local ambiguity, the process of disambiguation (Supertagging) provides a unique way of combining linguistic and statistical information.

This volume investigates the theme of employing statistical approaches with linguistically motivated representations and its impact on Natural Language Processing tasks. In particular, the contributors describe research in which words are associated with Supertags that are the primitives of different grammar formalisms including Lexicalized Tree-Adjoining Grammar (LTAG).

Contributors: Jens Bäcker, Srinivas Bangalore, Akshar Bharati, Pierre Boullier, Tomas By, John Chen, Stephen Clark, Berthold Crysmann, James R. Curran, Kilian Foth, Robert Frank, Karin Harbusch, Mary Harper, Saša Hasan, Aravind Joshi,Vincenzo Lombardo, Takuya Matsuzaki, Alessandro Mazzei, Wolfgang Menzel, Yusuke Miyao, Richard Moot, Alexis Nasr, Günter Neumann, Martha Palmer, Owen Rambow, Rajeev Sangal, Anoop Sarkar, Giorgio Satta, Libin Shen, Patrick Sturt, Jun’ichi Tsujii, K. Vijay-Shanker, Wen Wang, Fei Xia

商品描述(中文翻譯)

過去十年中，已經在正式框架中實現了大型手工製作的自然語言語法的計算實現，例如樹附加語法（Tree-Adjoining Grammar, TAG）、組合類別語法（Combinatory Categorical Grammar, CCG）、以頭為導向的短語結構語法（Head-driven Phrase Structure Grammar, HPSG）和詞彙功能語法（Lexical Functional Grammar, LFG）。這些框架中的語法通常將語言學上有動機的豐富描述（Supertags）與單詞相關聯。隨著解析標註語料庫的可用性，TAG 和 CCG 框架中的語法也已被自動提取，同時保持提取的 Supertags 的語言學相關性。在這些框架中，Supertags 的設計使得複雜的語言約束被局部化，以便在這些描述的範疇內運作。雖然這種局部化增加了局部歧義，但消歧過程（Supertagging）提供了一種獨特的方式來結合語言學和統計信息。

本卷探討了使用統計方法與語言學上有動機的表示法的主題及其對自然語言處理任務的影響。特別是，貢獻者描述了將單詞與 Supertags 相關聯的研究，這些 Supertags 是不同語法形式的原始元素，包括詞彙化樹附加語法（Lexicalized Tree-Adjoining Grammar, LTAG）。

貢獻者：Jens Bäcker、Srinivas Bangalore、Akshar Bharati、Pierre Boullier、Tomas By、John Chen、Stephen Clark、Berthold Crysmann、James R. Curran、Kilian Foth、Robert Frank、Karin Harbusch、Mary Harper、Saša Hasan、Aravind Joshi、Vincenzo Lombardo、Takuya Matsuzaki、Alessandro Mazzei、Wolfgang Menzel、Yusuke Miyao、Richard Moot、Alexis Nasr、Günter Neumann、Martha Palmer、Owen Rambow、Rajeev Sangal、Anoop Sarkar、Giorgio Satta、Libin Shen、Patrick Sturt、Jun’ichi Tsujii、K. Vijay-Shanker、Wen Wang、Fei Xia

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