منابع مشابه
Natural language processing in the web era
Natural Language is still the main carrier for the definition, synthesis and exchange of knowledge in the real world, and this is entirely reflected by Web contents. No interpretation process over Web data is really possible without a more or less explicit reference to natural language(s), the primordial soup from which semantics emerges. The advantage and opportunities for NLP research are evi...
متن کاملWeb Text Corpus for Natural Language Processing
Web text has been successfully used as training data for many NLP applications. While most previous work accesses web text through search engine hit counts, we created a Web Corpus by downloading web pages to create a topic-diverse collection of 10 billion words of English. We show that for context-sensitive spelling correction the Web Corpus results are better than using a search engine. For t...
متن کاملNew trends in natural language processing: statistical natural language processing.
The field of natural language processing (NLP) has seen a dramatic shift in both research direction and methodology in the past several years. In the past, most work in computational linguistics tended to focus on purely symbolic methods. Recently, more and more work is shifting toward hybrid methods that combine new empirical corpus-based methods, including the use of probabilistic and informa...
متن کاملNatural Language Processing as a Foundation of the Semantic Web
The main argument of this paper is that Natural Language Processing (NLP) does, and will continue to, underlie the Semantic Web (SW), including its initial construction from unstructured sources like the World Wide Web (WWW), whether its advocates realise this or not. Chiefly, we argue, such NLP activity is the only way up to a defensible notion of meaning at conceptual levels (in the original ...
متن کاملSemantic Web service discovery using natural language processing techniques
This paper proposes a Semantic Web Service Discovery framework for finding Semantic Web services by making use of natural language processing techniques. The framework allows searching through a set of semantic Web services in order to find a match with a user query consisting of keywords. By specifying the search goal using keywords, end-users do not need to have knowledge about semantic langu...
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ژورنال
عنوان ژورنال: Intelligenza Artificiale
سال: 2012
ISSN: 1724-8035
DOI: 10.3233/ia-130039