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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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Abstract:
International audience ; The popularization of social networks and digital documents has quickly increased the multilingual information available on the Internet. However, this huge amount of data cannot be analyzed manually. This paper deals with Cross-Language Text Summarization (CLTS) that produces a summary in a different language from the source documents. We describe three compressive CLTS approaches that analyze the text in the source and target languages to compute the relevance of sentences. Our systems compress sentences at two levels: clusters of similar sentences are compressed using a multi-sentence compression (MSC) method and single sentences are compressed using a Neural Network model. The version of our approach using multi-sentence compression generated more informative French-to-English cross-lingual summaries than extractive state-of-the-art systems. Moreover, these cross-lingual summaries have a grammatical quality similar to extractive approaches.
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Keyword:
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing
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URL: https://doi.org/10.1016/j.datak.2019.101763
https://hal.archives-ouvertes.fr/hal-02556889
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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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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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