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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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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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Abstract:
This article explores the use of automatic sentence simplification as a preprocessing step in neural machine translation of English relative clauses into grammatically complex languages. Our experiments on English-to-Serbian and English to-German translation show that this approach can reduce technical post-editing effort (number of post-edit operations) to obtain correct translation. We find that larger improvements can be achieved for more complex target languages, as well as for MT systems with lower overall performance. The improvements mainly originate from correctly simplified sentences with relatively complex structure, while simpler structures are already translated sufficiently well using the original source sentences.
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Keyword:
English-to-German; English-to-Serbian; Machine translating
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URL: http://doras.dcu.ie/23200/
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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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