A Sentence Simplification System for Improving Relation Extraction
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Abstract (arXiv)
In this demo paper, we present a text simplification approach that is directed at improving the performance of state-of-the-art Open Relation Extraction (RE) systems. As syntactically complex sentences often pose a challenge for current Open RE approaches, we have developed a simplification framework that performs a pre-processing step by taking a single sentence as input and using a set of syntactic-based transformation rules to create a textual input that is easier to process for subsequently applied Open RE systems.
Key facts. Cited by 7 papers in the map (data through 7 Oct 2026). First posted on arXiv 27 Mar 2017.
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Citing papers per year: 2021: 1; 2022: 1; 2023: 3; 2024: 1; 2025: 0; 2026: 1.
7 papers.
- 2023Simplicity Level Estimate (SLE): A Learned Reference-Less Metric for Sentence Simplificationcited by 14
- 2022A New Aligned Simple German Corpuscited by 10
- 2021How May I Help You? Using Neural Text Simplification to Improve Downstream NLP Taskscited by 9
- 2024Evaluating Document Simplification: On the Importance of Separately Assessing Simplicity and Meaning Preservationcited by 5
- 2023Context-Aware Document Simplificationcited by 3
- 2023Mitigating Data Scarcity for Large Language Modelscited by 2
- 2026LLM-based Atomic Propositions help weak extractors: Evaluation of a Propositioner for triplet extractioncited by 1
- 2026LLM-based Atomic Propositions help weak extractors: Evaluation of a Propositioner for triplet extraction3 Apr 2026
- 2024Evaluating Document Simplification: On the Importance of Separately Assessing Simplicity and Meaning Preservation4 Apr 2024
- 2023Simplicity Level Estimate (SLE): A Learned Reference-Less Metric for Sentence Simplification12 Oct 2023
- 2023Context-Aware Document Simplification10 May 2023
- 2023Mitigating Data Scarcity for Large Language Models3 Feb 2023
- 2022A New Aligned Simple German Corpus2 Sep 2022
- 2021How May I Help You? Using Neural Text Simplification to Improve Downstream NLP Tasks10 Sep 2021