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Automatic Text Simplification for Social Good: Progress and Challenges ...
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What Motivates You? Benchmarking Automatic Detection of Basic Needs from Short Posts ...
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Five Psycholinguistic Characteristics for Better Interaction with Users ...
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CoCo: A tool for automatically assessing conceptual complexity of texts
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When shallow is good enough: Automatic assessment of conceptual text complexity using shallow semantic features
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Automated text simplification as a preprocessing step for machine translation into an under-resourced language
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In: Štajner, Sanja orcid:0000-0002-7780-7035 and Popović, Maja orcid:0000-0001-8234-8745 (2019) Automated text simplification as a preprocessing step for machine translation into an under-resourced language. In: Recent Advances in Natural Language Processing (RANLP 2019), 2-4 Sept 2019, Varna, Bulgaria. (2019)
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Tutorial: Data-driven text simplification ...
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Abstract:
Updated version of tutorial Sanja Štajner, Horacio Saggion. Data-Driven Text Simplification. Proceedings of the 27th International Conference on Computational Linguistics. presented on March 13th 2019 at the Department of Information and Communication Technologies, Universitat Pompeu Fabra, in the context of the María de Maeztu data-driven knowledge extraction strategic research program (MDM-2015-0502). https://www.upf.edu/web/mdm-dtic/tutorial-data-driven-text-simplification In this tutorial, we aim to provide an extensive overview of automatic text simplification systems proposed so far, the methods they used and discuss the strengths and shortcomings of each of them, providing direct comparison of their outputs. We aim to break some common misconceptions about what text simplification is and what it is not, and how much it has in common with text summarisation and machine translation. We believe that deeper understanding of initial motivations, and an in-depth analysis of existing TS methods would help ... : Tutorial presentation partially funded under the María de Maeztu Strategic Research Program on data-driven knowledge extraction at the Department of Information and Communication Technologies, UPF (MDM-2015-0502) ...
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Keyword:
Natural Language Processing; Text Simplification
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URL: https://zenodo.org/record/2593329 https://dx.doi.org/10.5281/zenodo.2593329
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A spreading activation framework for tracking conceptual complexity of texts
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Improving machine translation of English relative clauses with automatic text simplification
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In: Štajner, Sanja and Popović, Maja orcid:0000-0001-8234-8745 (2018) Improving machine translation of English relative clauses with automatic text simplification. In: INLG 1st Workshop on Automatic Text Adaptation (ATA 18), 5-8 Nov 2018, Tilburg, Netherlands. (2018)
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A Report on the Complex Word Identification Shared Task 2018 ...
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Word embeddings-based uncertainty detection in financial disclosures
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Automatic detection of uncertain statements in the financial domain
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Automatic assessment of conceptual text complexity using knowledge graphs
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Effects of lexical properties on viewing time per word in autistic and neurotypical readers
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In: 69 ; 1 ; 158 ; 167 (2017)
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Sentence alignment methods for improving text simplification systems
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Leveraging event-based semantics for automated text simplification
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