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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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A spreading activation framework for tracking conceptual complexity of texts
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Abstract:
We propose an unsupervised approach for assessing conceptual complexity of texts, based on spreading activation. Using DBpedia knowledge graph as a proxy to long-term memory, mentioned concepts become activated and trigger further activation as the text is sequentially traversed. Drawing inspiration from psycholinguistic theories of reading comprehension, we model memory processes such as semantic priming, sentence wrap-up, and forgetting. We show that our models capture various aspects of conceptual text complexity and significantly outperform current state of the art.
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Keyword:
004 Informatik
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URL: https://madoc.bib.uni-mannheim.de/51558/ https://madoc.bib.uni-mannheim.de/51558/1/hulpus2019sa.pdf https://madoc.bib.uni-mannheim.de/51558
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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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