Preposition Senses: Generalized Disambiguation Model

نویسندگان

  • Chutima Boonthum-Denecke
  • Shunichi Toida
  • Irwin B. Levinstein
چکیده

Our previous study on disambiguating the preposition “with” (using WordNet for hypernym and meronym relations, LCS for verb and preposition lexical information, and features of head and complement) looked promising enough to warrant study for other prepositions. Through investigation of ten frequently used prepositions, this paper describes general senses of prepositions and sense-case definitions, introduces a novel generalized sense disambiguation model, and demonstrates how this benefits a paraphrase recognition system.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

An Inventory of Preposition Relations

We describe an inventory of semantic relations that are expressed by prepositions. We define these relations by building on the word sense disambiguation task for prepositions and propose a mapping from preposition senses to the relation labels by collapsing semantically related senses across prepositions.

متن کامل

Sense Disambiguation for Preposition ‘with’

Sense disambiguation for prepositions is used within a paraphrase recognition system. ‘With’ is chosen to explore our approach of using information from WordNet (hypernym and meronym relations) and LCS (verb lexical information); similar concepts can be used for other prepositions. This paper describes the senses of ‘with’, the disambiguation model, evaluation process, and results.

متن کامل

Disambiguation of Preposition Sense Using Linguistically Motivated Features

In this paper, we present a supervised classification approach for disambiguation of preposition senses. We use the SemEval 2007 Preposition Sense Disambiguation datasets to evaluate our system and compare its results to those of the systems participating in the workshop. We derived linguistically motivated features from both sides of the preposition. Instead of restricting these to a fixed win...

متن کامل

Joint Learning of Preposition Senses and Semantic Roles of Prepositional Phrases

The sense of a preposition is related to the semantics of its dominating prepositional phrase. Knowing the sense of a preposition could help to correctly classify the semantic role of the dominating prepositional phrase and vice versa. In this paper, we propose a joint probabilistic model for word sense disambiguation of prepositions and semantic role labeling of prepositional phrases. Our expe...

متن کامل

Coverage And Inheritance In The Preposition Project

In The Preposition Project (TPP), 13 prepositions have now been analyzed and considerable data made available. These prepositions, among the most common words in English, contain 211 senses. By analyzing the coverage of these senses, it is shown that TPP provides potentially greater breadth and depth than other inventories of the range of semantic roles. Specific inheritance mechanisms are deve...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2006