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LUC at ComMA-2021 Shared Task: Multilingual Gender Biased and Communal Language Identification without using linguistic features ...
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Compressive approaches for cross-language multi-document summarization
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In: ISSN: 0169-023X ; Data and Knowledge Engineering ; https://hal.archives-ouvertes.fr/hal-02556889 ; Data and Knowledge Engineering, Elsevier, 2020, 125, pp.101763. ⟨10.1016/j.datak.2019.101763⟩ (2020)
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Automatic Discourse Segmentation: Review and Perspectives ...
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A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming ...
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A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming ...
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A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming ...
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Abstract:
Multi-Sentence Compression (MSC) aims to generate a short sentence with the key information from a cluster of similar sentences. MSC enables summarization and question-answering systems to generate outputs combining fully formed sentences from one or several documents. This paper describes an Integer Linear Programming method for MSC using a vertex-labeled graph to select different keywords, with the goal of generating more informative sentences while maintaining their grammaticality. Our system is of good quality and outperforms the state of the art for evaluations led on news datasets in three languages: French, Portuguese and Spanish. We led both automatic and manual evaluations to determine the informativeness and the grammaticality of compressions for each dataset. In additional tests, which take advantage of the fact that the length of compressions can be modulated, we still improve ROUGE scores with shorter output sentences. ...
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Keyword:
integer linear programming; Multi-sentence compression; word graph
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URL: https://zenodo.org/record/3930868 https://dx.doi.org/10.5281/zenodo.3930868
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A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming ...
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A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming ...
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Audio Summarization with Audio Features and Probability Distribution Divergence ...
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Detecting New Word Meanings: A Comparison of Word Embedding Models in Spanish ...
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Summarizing videos into a target language: Methodology, architectures and evaluation
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In: ISSN: 1064-1246 ; EISSN: 1875-8967 ; Journal of Intelligent and Fuzzy Systems ; https://hal.archives-ouvertes.fr/hal-02271287 ; Journal of Intelligent and Fuzzy Systems, IOS Press, 2019, 1, pp.1-12. ⟨10.3233/JIFS-179350⟩ (2019)
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A Proposed Methodology for Subjective Evaluation of Video and Text Summarization
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In: MISSI 2018 - 11th edition of the International Conference on Multimedia and Network Information Systems ; https://hal.archives-ouvertes.fr/hal-01873685 ; MISSI 2018 - 11th edition of the International Conference on Multimedia and Network Information Systems, Sep 2018, Wrocław, Poland. pp.396-404, ⟨10.1007/978-3-319-98678-4_40⟩ (2018)
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A New Annotated Portuguese/Spanish Corpus for the Multi-Sentence Compression Task
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In: 11th International Conference on Language Resources and Evaluation (LREC) ; https://hal.archives-ouvertes.fr/hal-01722130 ; 11th International Conference on Language Resources and Evaluation (LREC), 2018, Miyazaki, Japan (2018)
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A First Summarization System of a Video in a Target Language
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In: MISSI 2018 - 11th edition of the International Conference on Multimedia and Network Information Systems ; https://hal.archives-ouvertes.fr/hal-01819720 ; MISSI 2018 - 11th edition of the International Conference on Multimedia and Network Information Systems, Sep 2018, Wrocław, Poland. pp.1-12 (2018)
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A Multilingual Study of Compressive Cross-Language Text Summarization ...
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Efficient Social Network Multilingual Classification using Character, POS n-grams and Dynamic Normalization ...
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Extending Automatic Discourse Segmentation for Texts in Spanish to Catalan ...
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Automatic Text Summarization Approaches to Speed up Topic Model Learning Process
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In: ISSN: 0976-0962 ; International Journal of Computational Linguistics and Applications ; https://hal.archives-ouvertes.fr/hal-02356467 ; International Journal of Computational Linguistics and Applications, Alexander Gelbukh, 2016, 7, pp.87 - 109 (2016)
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