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Natural language processing Laboratory plan: An essential for Persian language

Natural Language Processing Laboratory plan: An essential fo...

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6th international conference on Networked Computing, INC2010

作者： Azadnia, Mohammad Rezagholizadeh, Sina Yari, Alireza Information Technology Department Iran Telecommunication Research Center Iran Information Technology Department Institute for Advanced Studies in Basic Sciences Iran

ISBN: (纸本)9788988678206

Prevalent use of human language in computer systems and language oriented document processing, especially in the web, caused creating the need of designing mechanisms for developing natural language processing. In this paper, a survey in Natural language processing Laboratory has been done and a proposed framework for its development is suggested. Achieving this goal, the specifications, structures and activities of available Natural language processing Laboratories have been reviewed and valuable results are obtained. Afterward, a proposed framework is established. this framework introduces requirements of Laboratory in a structural way that providing solutions for it any clear plan in NLP Laboratories. Finally, according to National requirements of Iran and characteristics of Persian language, a Natural language processing Laboratory in discussed framework is designed. the activities of this laboratory includes basic tasks like creating linguistic resources (Corpora, Bilingual corpora, Lexicon, etc), test datasets, developing Natural language processing System's Evaluation Framework, development of basic tools (Parser, POS-tagger, etc), research tasks like defining areas for universities, and services such as application development, natural language processing system evaluation, and granting of the appropriate certificates.

关键词： Laboratories

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Rigorous definition/specification in RAISE specification language of a framework for web services about geographic information systems

Rigorous definition/specification in RAISE specification lan...

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7th international conference on information technology - New Generations, ITNG 2010

作者： Debnath, Narayan Testa, Oscar Montejano, German Riesco, Daniel Computer Science Department Winona State University Winona MN 55987 United States Facultad de Cs. Exactas Y Naturales Universidad Nacional de la Pampa Santa Rosa La Pampa Argentina Facultad de Cs. Fco. Mat. Y Nat. Universidad Nacional de San Luis 5700 San Luis Argentina

ISBN: (纸本)9780769539843

the definition and specification of infrastructure or framework for GIS web services are given to provide a solution to the issue of format and information diversity. the need for a definition of this kind is due to the fact that organizations must rely on tools which allow them to develop geographic information systems in a quick and simple form, using tested an established models. this infrastructure will enable the constructions of geographic information systems starting from tested and direct - use models. the use of RAISE Specification language as formal specification language owes to industry acknowledgement of software for formal specifications of actual development. In the present work, further information is given about both OGC, as regards its definition of standard, as well as present infrastructure like Infrastructure for Spatial information in the Europen Community [6] and National Spatial Data Infrastructure [3] mainly. the services defined and specified here allow to a much more comprehensive use of data, metadata and maps already defined and assessed in those infrastructures. © 2010 IEEE.

关键词： Geographic information systems

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Annotating Event Mentions in Text with Modality, Focus, and Source information 7

Annotating Event Mentions in Text with Modality, Focus, and ...

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7th international conference on language Resources and Evaluation (LREC)

作者： Matsuyoshi, Suguru Eguchi, Megumi Sao, Chitose Murakami, Koji Inui, Kentaro Matsumoto, Yuji Nara Inst Sci & Technol Grad Sch Informat Sci Nara 6300192 Japan Tohoku Univ Grad Sch Informat Sci Aoba Ku Sendai Miyagi 9808579 Japan

ISBN: (纸本)9782951740860

Many natural language processing tasks, including information extraction, question answering and recognizing textual entailment, require analysis of the polarity, focus of polarity, tense, aspect, mood and source of the event mentions in a text in addition to its predicate argument structure analysis. We refer to modality, polarity and other associated information as extended modality. In this paper, we propose a new annotation scheme for representing the extended modality of event mentions in a sentence. Our extended modality consists of the following seven components: Source, Time, Conditional, Primary modality type, Actuality, Evaluation and Focus. We reviewed the literature about extended modality in Linguistics and Natural language processing (NLP) and defined appropriate labels of each component. In the proposed annotation scheme, information of extended modality of an event mention is summarized at the core predicate of the event mention for immediate use in NLP applications. We also report on the current progress of our manual annotation of a Japanese corpus of about 50,000 event mentions, showing a reasonably high ratio of inter-annotator agreement.

关键词： Natural language processing systems

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Extracting product features and opinions from product reviews using dependency analysis

Extracting product features and opinions from product review...

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2010 7th international conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010

作者： Somprasertsri, Gamgarn Lalitrojwong, Pattarachai Faculty of Information Technology King Mongkut's Institute of Technology Ladkrabang Bangkok 10520 Thailand

ISBN: (纸本)9781424459346

In web pages, the reviews are written in natural language and are unstructured-free-texts scheme. Online product reviews is considered as a significant informative resource which is useful for both potential customers and product manufacturers. the task of manually scanning through large amounts of review one by one is computational burden and is not practically implemented with respect to businesses and customer perspectives. therefore it is more efficient to automatically process the various reviews and provide the necessary information in a suitable form. the task of product feature and opinion is to find product features that customers refer to their topic reviews. It would be useful to characterize the opinions about product. In this paper, we propose an approach to extract product features and to identify the opinions associated with these features from reviews through syntactic information based on dependency analysis. ©2010 IEEE.

关键词： Sentiment analysis

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Stress testing an AI based web service: A case study

Stress testing an AI based web service: A case study

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7th international conference on information technology - New Generations, ITNG 2010

作者： Chakravarty, Anand Microsoft Corporation Redmond WA 98052 United States

ISBN: (纸本)9780769539843

the stress testing of AI-based systems differs from the approach taken for more traditional web services, both in terms of the design of test cases and the metrics used to measure quality. the expected variability in responses of an AI-based system to the same request adds a level of complexity to stress testing, when compared to more standard systems where the system response is deterministic and any deviations may easily be characterized as product defects. Generating test cases for AI-based systems requires balancing breadth of test cases with depth of response quality: most AI-systems may not return a perfect answer. An example of a machine learning translation system is considered, and the approach used for stress testing it is presented, alongside comparisons with a more traditional approach. the challenges of shipping such a system to support a growing set of features and language pairs necessitate a mature prioritization of test cases. this approach has been successful in shipping a web service that currently serves millions of users per day. © 2010 IEEE.

关键词： Software testing

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Using Comparable Corpora to Improve the Effectiveness of Cross-language information Retrieval

Using Comparable Corpora to Improve the Effectiveness of Cro...

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7th international conference on Natural language processing

作者： Sadat, Fatiha Univ Quebec Dept Comp Sci Montreal PQ H3C 3P8 Canada

ISBN: (纸本)9783642147692

Large-scale comparable corpora became more abundant and accessible than parallel corpora, with the explosive growth of the World Wide web. From the Cross-language information Retrieval point of view, limitation of translation resources as well as ambiguity arising due to failure to translate query terms is largely responsible for large drops in the effectiveness below monolingual performance. therefore, strategies on bilingual terminology extraction from comparable texts must be given more attention in order to enrich existing bilingual lexicons and thesauri and to enhance Cross-language information Retrieval. In the present paper, we focus on the enhancement of Cross-language information Retrieval using a two-stage corpus-based translation model that includes bi-directional extraction of bilingual terminology from comparable corpora and selection of best translation alternatives on the basis of their morphological knowledge. the impact of comparable corpora on the performance of the Cross-language information Retrieval process is evaluated in this study and the results indicate that the effect is clearly positive, especially when using the linear combination with bilingual dictionaries and Japanese-English pair of languages.

关键词： Cross-language information retrieval comparable corpora similarity translation disambiguation

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An Approach to Ambiguity Analysis in Safety-related Standards

An Approach to Ambiguity Analysis in Safety-related Standard...

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7th international conference on the Quality of information and Communications technology (QUATIC)

作者： Biscoglio, Isabella Coco, Alessandro Fusani, Mario Gnesi, Stefania Trentanni, Gianluca ISTI CNR Syst & Software Evaluat Ctr Pisa Italy ISTI CNR Formal Methods Lab Pisa Italy

ISBN: (纸本)9780769542416

Standards for systems and software lifecycle processes have become rather popular in the last decade. Being expressed in natural language, their requirements, or clauses, are exposed to the risk of ambiguity, vagueness and subjectivity, even when safety of people and environment is the Standard's main concern. the paper addresses some issues of this problem and presents an experimental approach to the determination and evaluation of a set of properties of the clauses, which capture the notion of the quality of their expressions. the approach adopts a rather intuitive quality model for the English language and includes the use of a tool for sentence processing. Results of a descriptive analysis of some well-known, safety-related Standards for different software application domains are shown and discussed.

关键词： Quality standards standardization natural language analysis

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Comparing computational models of selectional preferences - Second-order Co-Occurrence Vs. Latent semantic clusters 7

Comparing computational models of selectional preferences - ...

引用

7th international conference on language Resources and Evaluation, LREC 2010

作者： Schulte Im Walde, Sabine Institute for Natural Language Processing University of Stuttgart Germany

ISBN: (纸本)2951740867

this paper presents a comparison of three computational approaches to selectional preferences: (i) an intuitive distributional approach that uses second-order co-occurrence of predicates and complement properties;(ii) an EM-based clustering approach that models the strengths of predicate-noun relationships by latent semantic clusters;and (iii) an extension of the latent semantic clusters by incorporating the MDL principle into the EM training, thus explicitly modelling the predicate-noun selectional preferences by WordNet classes. We describe various experiments on German data and two evaluations, and demonstrate that the simple distributional model outperforms the more complex cluster-based models in most cases, but does itself not always beat the powerful frequency baseline.

关键词： Computational methods

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Balancing SoNaR: IPR versus processing Issues in a 500-Million-Word Written Dutch Reference Corpus 7

Balancing SoNaR: IPR versus Processing Issues in a 500-Milli...

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7th international conference on language Resources and Evaluation, LREC 2010

作者： Reynaert, Martin Oostdijk, Nelleke De Clercq, Orphée Van Den Heuvel, Henk De Jong, Franciska ILK Tilburg University Netherlands CLST Radboud University Nijmegen Netherlands University College Ghent Ghent University Belgium HMI University of Twente Netherlands

ISBN: (纸本)2951740867

In the Low Countries, a major reference corpus for written Dutch is currently being built. In this paper, we discuss the interplay between data acquisition and data processing during the creation of the SoNaR Corpus. Based on recent developments in traditional corpus compiling and new web harvesting approaches, SoNaR is designed to contain 500 million words, balanced over 36 text types including both traditional and new media texts. Beside its balanced design, every text sample included in SoNaR will have its IPR issues settled to the largest extent possible. this data collection task presents many challenges because every decision taken on the level of text acquisition has ramifications for the level of processing and the general usability of the corpus later on. As far as the traditional text types are concerned, each text brings its own processing requirements and issues. For new media texts - SMS, chat - the problem is even more complex, issues such as anonimity, recognizability and citation right, all present problems that have to be tackled one way or another. the solutions may actually lead to the creation of two corpora: a gigaword SoNaR, IPR-cleared for research purposes, and the smaller - of commissioned size - more privacy compliant SoNaR, IPR-cleared for commercial purposes as well.

关键词： Data acquisition

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Meta-modeling of Semantic web Services

Meta-modeling of Semantic Web Services

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2010 IEEE 7th international conference on Services Computing, SCC 2010

作者： De Virgilio, Roberto Dipartimento di Informatica e Automazione Universitá Roma Tre Rome Italy

ISBN: (纸本)9780769541266

web Services Description language (WSDL) allows a structured way to standardize the description of web Services, exploiting XML for the exchange of structured information. Nevertheless XML supports little interoperability between services, expected when WSDL documents have to be combined. In this context, the Semantic web has become a promising research field. Semantic Models (e.g. RDF or OWL) allow knowledge from many different sources to be easily combined so that unexpected data connections can be used. In this paper we provide a description of WSDL documents into a metamodel representation of Semantic Models. It allows interoperability at different levels of abstraction. A Datalog rule based system queries both service description and associated semantic annotations. Such system is built on top of traditional database technology to guarantee an efficient management of Semantic web Services Descriptions. Finally we present experiments on a real dataset to test the feasibility of the modeling approach. © 2010 IEEE.

关键词： web services

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