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Linguistic resources for paraphrase generation in Portuguese: a Lexicon-Grammar approach
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In: ISSN: 1574-020X ; EISSN: 1574-0218 ; Language Resources and Evaluation ; https://hal.archives-ouvertes.fr/hal-03548861 ; Language Resources and Evaluation, Springer Verlag, 2022, ⟨10.1007/s10579-021-09561-5⟩ ; https://link.springer.com/article/10.1007/s10579-021-09561-5 (2022)
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Automatic Construction of Fine-Grained Paraphrase Corpora System Using Language Inference Model
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In: Applied Sciences; Volume 12; Issue 1; Pages: 499 (2022)
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Abstract:
Paraphrase detection and generation are important natural language processing (NLP) tasks. Yet the term paraphrase is broad enough to include many fine-grained relations. This leads to different tolerance levels of semantic divergence in the positive paraphrase class among publicly available paraphrase datasets. Such variation can affect the generalisability of paraphrase classification models. It may also impact the predictability of paraphrase generation models. This paper presents a new model which can use few corpora of fine-grained paraphrase relations to construct automatically using language inference models. The fine-grained sentence level paraphrase relations are defined based on word and phrase level counterparts. We demonstrate that the fine-grained labels from our proposed system can make it possible to generate paraphrases at desirable semantic level. The new labels could also contribute to general sentence embedding techniques.
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Keyword:
language inference; paraphrase; text generation
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URL: https://doi.org/10.3390/app12010499
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Using Alignments in Automatic Paraphrase Production to Combat Data Sparsity in Question Interpretation for a Virtual Patient Dialogue System
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Question Paraphrase Generation for Question Answering System
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A Computational Approach to the Analysis and Generation of Emotion in Text
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A Computational Approach to the Analysis and Generation of Emotion in Text
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A Computational Approach to the Analysis and Generation of Emotion in Text ...
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A Computational Approach to the Analysis and Generation of Emotion in Text
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The Circle of Meaning: From Translation to Paraphrasing and Back
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Fine-Grained Linguistic Soft Constraints on Statistical Natural Language Processing Models
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A Symbolic Approach to Near-Deterministic Surface Realisation using Tree Adjoining Grammar
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In: 45th Annual Meeting of the Association for Computational Linguistics - ACL 2007 ; https://hal.inria.fr/inria-00149366 ; 45th Annual Meeting of the Association for Computational Linguistics - ACL 2007, Jun 2007, Prague, Czech Republic. pp.328-335 (2007)
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THE TEACHER MODE OF THE SENTENCE FAIRY SYSTEM: HOW TO CREATE YOUR OWN E-LEARNING WRITING LESSONS FOR GERMAN ELEMENTARY SCHOOL PUPILS
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In: http://userpages.uni-koblenz.de/~harbusch/ICERI-2012.pdf
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Experience
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In: http://www.desilinguist.org/pdf/madnani-cv.pdf
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Exploring neural paraphrasing to improve fluency of rule-based generation
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