Using WordNet Glosses to Refine Google Queries

نویسنده

  • Jan Nemrava
چکیده

This paper describes one of the ways how to overcome some of the major limitations of current fulltext search engines. It deals with synonymy of the web search engine results by clustering them into relevant synonym category of given word. It employs WordNet lexical database and several linguistic approaches to classify results in search engine result page (SERP) in appropriate synonym category according to WordNet synsets. Some methods to refine the classification are proposed and some initial experiments and results are described and discussed.

برای دانلود رایگان 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

Refining search queries using WordNet glosses

This paper describes one of the approaches how to overcome some major limitations of current fulltext search engines. It tries to discover semantic categories for proper nouns from WordNet glosses and verify them with Yahoo and Google. It relies on lexical patterns present in large repositories and it is inspired by Pankow [2]. It follows the paper from student workshop in April 2006 [6]. Some ...

متن کامل

Multilingual eXtended WordNet Knowledge Base: Semantic Parsing and Translation of Glosses

This paper presents a method to create WordNet-like lexical resources for different languages. Instead of directly translating glosses from one language to another, we perform first semantic parsing of WordNet glosses and then translate the resulting semantic representation. The proposed approach simplifies the machine translation of the glosses. The approach provides ready to use semantic repr...

متن کامل

Word sense disambiguation of WordNet glosses

This paper presents a suite of methods and results for the semantic disambiguation of WordNet glosses. WordNet is a resource widely used in natural language processing and artificial intelligence. Intended and designed as a lexical database, WordNet exhibits some deficiencies when used as a knowledge base. By semantically disambiguating the words in the glosses, we add pointers from each word t...

متن کامل

A gloss-centered algorithm for disambiguation

The task of word sense disambiguation is to assign a sense label to a word in a passage. We report our algorithms and experiments for the two tasks that we participated in viz. the task of WSD of WordNet glosses and the task of WSD of English lexical sample. For both the tasks, we explore a method of sense disambiguation through a process of “comparing” the current context for a word against a ...

متن کامل

Senseval-3 task: Word Sense Disambiguation of WordNet glosses

The SENSEVAL-3 task to perform word-sense disambiguation of WordNet glosses was designed to encourage development of technology to make use of standard lexical resources. The task was based on the availability of sensedisambiguated hand-tagged glosses created in the eXtended WordNet project. The hand-tagged glosses provided a “gold standard” for judging the performance of automated disambiguati...

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

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2006