Data-Driven Text Simplification
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Lexical SimplificationMachine TranslationSemantic Role LabelingText SimplificationSimilar Papers 제목 키워드 기반
LLM-Guided Planning and Summary-Based Scientific Text Simplification: DS@GT at CLEF 2025 SimpleText
In this paper, we present our approach for the CLEF 2025 SimpleText Task 1, which addresses both sentence-level and document-level scientific text simplification. For sentence-level simplification, our methodology employ…
Text SimplificationSimplification de textes : un \'etat de l'art (Text simplification (State of the art) This paper presents the state of the art on text simplification, in particular the two main types of approaches, namely rule-based approaches and statistical approaches (or data-driven))
Cet article pr{\'e}sente l{'}{\'e}tat de l{'}art en simplification de textes et ses deux grandes familles d{'}approches, {\`a} savoir les approches {\`a} base de r{\`e}gles et les approches statistiques. Nous pr{\'e}sent…
Text SimplificationElaborative Simplification: Content Addition and Explanation Generation in Text Simplification
Much of modern-day text simplification research focuses on sentence-level simplification, transforming original, more complex sentences into simplified versions. However, adding content can often be useful when difficult…
Explanation GenerationSentenceSpecificityText SimplificationBenchmarking Data-driven Automatic Text Simplification for German
Automatic text simplification is an active research area, and there are first systems for English, Spanish, Portuguese, and Italian. For German, no data-driven approach exists to this date, due to a lack of training data…
BenchmarkingMachine TranslationSentenceText Simplification+1Acquisition of Syntactic Simplification Rules for French
Text simplification is the process of reducing the lexical and syntactic complexity of a text while attempting to preserve (most of) its information content. It has recently emerged as an important research area, which h…
Information RetrievalMachine TranslationSentence CompressionText Simplification+1