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Controllable Text Simplification with Explicit Paraphrasing [PDF]
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021 Text Simplification improves the readability of sentences through several rewriting transformations, such as lexical paraphrasing, deletion, and splitting. Current simplification systems are predominantly sequence-to-sequence models that are trained end-to-end to perform all these operations simultaneously.
Mounica Maddela +2 more
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TEXT COMPLEXITY AND TEXT SIMPLIFICATION [PDF]
, 2012 A thesis submitted in partial fulfilment of the requirements of the University of Wolverhampton for the degree of Doctor of PhilosophyDue to the fact that emergency situations can lead to substantial losses, both financial and in terms of human lives, it
Temnikova, Irina
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Multilingual Simplification of Medical Texts
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023 Automated text simplification aims to produce simple versions of complex texts. This task is especially useful in the medical domain, where the latest medical findings are typically communicated via complex and technical articles. This creates barriers for laypeople seeking access to up-to-date medical findings, consequently impeding progress on health
Sebastian Joseph +6 more
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Knowledge-Based Intelligent Text Simplification for Biological Relation Extraction
Informatics, 2023 Relation extraction from biological publications plays a pivotal role in accelerating scientific discovery and advancing medical research. While vast amounts of this knowledge is stored within the published literature, extracting it manually from this ...
Jaskaran Gill +3 more
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Services for text simplification and analysis.
, 2017 We present a language technology service for web editors’ work on making texts easier to understand, including tools for text complexity analysis, text simplification and text summarization. We also present a text analysis service focusing on measures of text complexity.
Falkenjack, Johan +4 more
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Measuring text simplification with the crowd [PDF]
Proceedings of the 12th International Web for All Conference, 2015 Text can often be complex and difficult to read, especially for people with cognitive impairments or low literacy skills. Text simplification is a process that reduces the complexity of both wording and structure in a sentence, while retaining its meaning.
Walter S. Lasecki +2 more
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, 2023 Natural language understanding is fundamental to knowledge acquisition in today's information society. However, natural language is often ambiguous with frequent occurrences of complex terms, acronyms, and abbreviations that require substitution and ...
Suominen, Hanna +5 more
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An Investigation of Simplification and Cultural Taboos in Mohammad Reza Maraashipour's Translation of Two Novels Written by Naguib Mahfouz Al-Tariq and Zaqaq Al_Medaq [PDF]
پژوهشهای ترجمه در زبان و ادبیات عربی, 2015 Simplification is one of the universal features of translation, and this feature means that translators benefit special techniques to simplify the language of translated text.
Faramarz Mirzaei +2 more
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Features of lexical complexity: insights from L1 and L2 speakers
Frontiers in Artificial Intelligence, 2023 We discover sizable differences between the lexical complexity assignments of first language (L1) and second language (L2) English speakers. The complexity assignments of 940 shared tokens without context were extracted and compared from three lexical ...
Kai North, Marcos Zampieri
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, 2021 Simplification: a Python library for line simplification using the Ramer-Douglas-Peucker or Visvaligam-Whyatt algorithmsIf you use this software, please cite it using these ...
Hügel, Stephan
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