Automatic Text Simplification
Automatic Text Simplification For Handling Intellectual Property (The Case of Multiple Patent Claims)
... on automatic text simplification aims at developing techniques and tools that could make texts more comprehensible for certain types of targeted ...of text sim- plification is developing ...
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Automatic Text Simplification for Spanish: Comparative Evaluation of Various Simplification Strategies
... of automatic text simplification (ATS) is to transform lexically and syntactically com- plex texts or sentences into their simpler vari- ants which can be more easily understood by non- native ...
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Building a German/Simple German Parallel Corpus for Automatic Text Simplification
... simplifying text automatically can be performed by means of rule-based, corpus-based, or hybrid ...to text simplification for Brazilian Portuguese within the PorSimples project, 2 as did Brouwers et ...
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PaCCSS IT: A Parallel Corpus of Complex Simple Sentences for Automatic Text Simplification
... The availability of monolingual parallel corpora is a prerequisite for research on automatic text sim- plification (ATS), i.e. the task of reducing sentence complexity by preserving the original meaning. ...
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Data Driven Text Simplification
... Automatic text simplification (ATS) appeared as an area of research in natural language processing (NLP) in the late nineties (Chandrasekar et ...given text snippet would be the one that can ...
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Text Simplification Based On Lexical Analysis
... If text is simplified for an end user, then this may improve their experience and quality of ...life. Text Simplification is an NLP task that aims to rewrite sentences to reduce their syntactic or ...
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Can Text Simplification Help Machine Translation?
... state-of-the-art automatic text simplification systems (ATS) can improve English-to-Serbian machine translation (MT) if used as a pre-processing step to simplify source sentences before translating ...
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CATS: A Tool for Customized Alignment of Text Simplification Corpora
... state-of-the-art automatic text simplification systems is the absence and the small size of parallel datasets (pairs of original sentences and their manually simplified versions) which leads to ...
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A Tagging Approach to Identify Complex Constituents for Text Simplification
... sentences. Text simplification systems need to detect and categorise constituents in order to generate simpler ...an automatic text simplification ...
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A Hybrid System for Spanish Text Simplification
... Automatic text simplification is the process by which a computer transforms a text for a particular readership into an adapted version which is easier to read than the ...assistive text ...
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Readability Indices for Automatic Evaluation of Text Simplification Systems: A Feasibility Study for Spanish
... With the recent advances of natural language processing (NLP) tools and techniques, new ap- proaches to readability assessment have emerged. Schwarm and Ostendorf (2005), and Petersen and Ostendorf (2009), used ...
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Metaphors in Text Simplification: To change or not to change, that is the question
... The automatic handling of metaphorical lan- guage has also been researched ...of automatic metaphor identification. Simplification of metaphorical language has not been explicitly addressed ...
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One Step Closer to Automatic Evaluation of Text Simplification Systems
... for Text Simplification (TS) systems which would convert such sentences into their simpler and easier-to-read variants, while at the same time preserving the original ...
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Controllable Text Simplification with Lexical Constraint Loss
... a text simplification task. Text simplification is a monolingual translation task translating a complex sentence into a sim- pler and easier to understand the ...Our text ...
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Improvements to Dependency Parsing Using Automatic Simplification of Data
... Many experiments with simplifications and modifications of data were tried. In two tables, I present a brief summary of the tests, performed with MaltParser and MSTParser on d-test data of PDT 2.5. I present both ...
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Towards Automatic Lexical Simplification in Spanish: An Empirical Study
... all simplification operations used by human editors and placed them in eight major categories applied at various linguistic levels (individual words, phrases or ...
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Optimizing Statistical Machine Translation for Text Simplification
... manual simplification data with multiple references for tun- ing ...rich simplification-specific fea- tures into a syntactic machine translation model to enforce optimization towards ...better ...
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EASSE: Easier Automatic Sentence Simplification Evaluation
... put simplification to provide additional informa- tion on specific behaviours of simplification sys- tems which are not reflected in metrics such as ...the simplification with respect to its source ...
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EASSE: Easier Automatic Sentence Simplification Evaluation
... using simplification metrics and QE features, and plots that illustrate the distribution of compression ratios or Levenshtein similar- ities between sources and simplifications over the test ...samples ...
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Text Simplification from Professionally Produced Corpora
... The lack of large and reliable datasets has been hindering progress in Text Simplification (TS). We investigate the application of the recently created Newsela corpus, the largest collection of ...
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