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Document and Corpus Level Inference For Unsupervised and Transductive Learning of Information Structure of Scientific Documents

Document and Corpus Level Inference For Unsupervised and Transductive Learning of Information Structure of Scientific Documents

... We compare the predictions of our model to those of argumentative zoning (AZ) – a widely used information structure scheme (Teufel and Moens, 2002) where the core categories are argued to be domain-independent and which ...

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A Summarization System for Scientific Documents

A Summarization System for Scientific Documents

... summarizes scientific documents for a given information need, either in form of a free-text query or by choosing categorized values such as scientific tasks, datasets and ...

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Unsupervised Declarative Knowledge Induction for Constraint Based Learning of Information Structure in Scientific Documents

Unsupervised Declarative Knowledge Induction for Constraint Based Learning of Information Structure in Scientific Documents

... We presented a new framework for automatic in- duction of declarative knowledge and applied it to constraint-based modeling of the information struc- ture analysis of scientific documents. Our main con- ...

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Literature explorer : effective retrieval of scientific documents through nonparametric thematic topic detection

Literature explorer : effective retrieval of scientific documents through nonparametric thematic topic detection

... available scientific literatures, including those measuring the prolificacy of authors [33] and detect- ing research ...for scientific literature classification; and the PaperLens system [40] is another ...

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A Weakly supervised Approach to Argumentative Zoning of Scientific Documents

A Weakly supervised Approach to Argumentative Zoning of Scientific Documents

... Our experiments show that weakly-supervised learning can be used to identify AZ in scientific documents with good accuracy when only a limited amount of labeled data is available. This is helpful thinking ...

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Improved Information Structure Analysis of Scientific Documents Through Discourse and Lexical Constraints

Improved Information Structure Analysis of Scientific Documents Through Discourse and Lexical Constraints

... models works well in many NLP tasks (Chang et al., 2007; Mann and McCallum, 2008; Druck et al., 2008; Bellare et al., 2009; Ganchev et al., 2010). Such constraints can be used in a semi-supervised or unsupervised ...

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A document processing pipeline for annotating chemical entities in scientific documents

A document processing pipeline for annotating chemical entities in scientific documents

... and scientific importance and to the chal- lenges brought by the intrinsic complexity of the domain, but also because of the overwhelming rise in the amount of published texts, namely in the form of ...

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TrigNER: automatically optimized biomedical event trigger recognition on scientific documents

TrigNER: automatically optimized biomedical event trigger recognition on scientific documents

... Textual representation of biological events typically oc- curs as a relation between a word indicating the event, which we call the trigger, and one or more arguments, which may be a bio[r] ...

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A Survey of Scientific Publication by the Islamic Azad University from Beginning to ‎February 2013‎

A Survey of Scientific Publication by the Islamic Azad University from Beginning to ‎February 2013‎

... published scientific documents of Islamic Azad University (IAU) in WOS from the beginning until ...IAU documents that have been indexed in WOS in all field of Science, Social Science and Art & ...

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Towards segment based recognition of argumentation structure in short texts

Towards segment based recognition of argumentation structure in short texts

... Although short, these texts are rhetorically already quite complex and often have segments not relevant to the argument.1 In terms of automatic recognition, scientific documents of diffe[r] ...

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1779.pdf

1779.pdf

... Our method involved looking for abbreviation-expansion pairs at two separate locations with the scientific article. Abbreviation-Expansion pairs were extracted from the abbreviations section where they were ...

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Evaluating baseline conditions and resulting changes in demersal fish communities of South East Australia

Evaluating baseline conditions and resulting changes in demersal fish communities of South East Australia

... Scientific expeditions beside bottom trawl surveys were carried out during the early developmental stage of commercial fishing in South East Australia. These include a series of areal observations carried out ...

201

European Medicines Agency. Annexes of the annual report 2010

European Medicines Agency. Annexes of the annual report 2010

... Committee for Orphan Medicinal Products COMP Scientific Committee Committee for Orphan Medicinal Products Total number of adopted guidelines/ documents for which committee is responsible[r] ...

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Text Mining Scientific Data to Extract Relevant Documents and Auto -Summarization

Text Mining Scientific Data to Extract Relevant Documents and Auto -Summarization

... the documents since repetition or very similar topics do not add much extra value to the ...Therefore, documents are clustered on the basis of the contents of their summaries where a cluster consists of ...

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Key2Vec: Automatic Ranked Keyphrase Extraction from Scientific Articles using Phrase Embeddings

Key2Vec: Automatic Ranked Keyphrase Extraction from Scientific Articles using Phrase Embeddings

... a scientific article by domain- specific phrase embeddings and rank them using a theme-weighted PageRank algorithm (Langville and Meyer, 2004), such that the thematic weight of a candidate keyphrase indicate how ...

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Reports of the Scientific Committee for Food. Twenty-seventh series. EUR 14181 EN

Reports of the Scientific Committee for Food. Twenty-seventh series. EUR 14181 EN

... Table of contents • Report of the Scientific Committee for Food on foods intended for weight control diets - Terms of reference 1 - Documents consulted 1 - General considerations 1 - Cat[r] ...

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Quantifying the Limits and Success of Extractive Summarization Systems Across Domains

Quantifying the Limits and Success of Extractive Summarization Systems Across Domains

... from documents in the scientific and legal do- mains, but this time without considering the section boundaries and without performing any segmenta- ...

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Published Date Extraction System A semi-supervised approach of extraction

Published Date Extraction System A semi-supervised approach of extraction

... for scientific articles, journal and patents [5],[4] and unsupervised method based on OCR(Optical character recognition) methodology[12] for other random PDF articles to extract ...

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Mine Wastes: characterization, treatment and environmental impacts

Mine Wastes: characterization, treatment and environmental impacts

... This book has arisen out of teaching mine waste science to undergraduate and graduate science students and the frustration at having no appropriate text which documents the scientific fu[r] ...

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PERCEPTIONS OF SUSTAINABLE TOURISM BY TOURISTS AND THEIR IMPACT ON THE ENVIRONMENT: CASE STUDY OF RUGOVA REGION, KOSOVO

PERCEPTIONS OF SUSTAINABLE TOURISM BY TOURISTS AND THEIR IMPACT ON THE ENVIRONMENT: CASE STUDY OF RUGOVA REGION, KOSOVO

... available scientific literature, legal documents from tourism sector and respective sectors as well as surveys through questionnaires focused on foreign tourists in a sample of 100 questionnaires in which ...

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