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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 12 of 12 1 AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization ... Eddine, Moussa Kamal; Tomeh, Nadi; Habash, Nizar; Roux, Joseph Le; Vazirgiannis, Michalis. - : arXiv, 2022 Abstract: Like most natural language understanding and generation tasks, state-of-the-art models for summarization are transformer-based sequence-to-sequence architectures that are pretrained on large corpora. While most existing models focused on English, Arabic remained understudied. In this paper we propose AraBART, the first Arabic model in which the encoder and the decoder are pretrained end-to-end, based on BART. We show that AraBART achieves the best performance on multiple abstractive summarization datasets, outperforming strong baselines including a pretrained Arabic BERT-based model and multilingual mBART and mT5 models. ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2203.10945 https://dx.doi.org/10.48550/arxiv.2203.10945 BASE Hide details 2 Multitask Easy-First Dependency Parsing: Exploiting Complementarities of Different Dependency Representations Kankanampati, Yash; Le Roux, Joseph; Tomeh, Nadi... In: Proceedings of the 28th International Conference on Computational Linguistics ; 28th International Conference on Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-03168039 ; 28th International Conference on Computational Linguistics, Dec 2020, Barcelona (on line), Spain. ⟨10.18653/v1/2020.coling-main.225⟩ (2020) BASE Show details 3 Multitask Easy-First Dependency Parsing ... The 28th International Conference on Computational Linguistics 2020; Habash, Nizar; Kankanampati, Yash. - : Underline Science Inc., 2020 BASE Show details 4 Proceedings of the Fifth Arabic Natural Language Processing Workshop Bouamor, Houda; Zaghouani, Wajdi. - : Association for Computational Linguistics, 2020 BASE Show details 5 AraWEAT: Multidimensional analysis of biases in Arabic word embeddings Lauscher, Anne; Takieddin, Rafik; Ponzetto, Simone Paolo. - : Association for Computational Linguistics, 2020 BASE Show details 6 Deep Lexical Segmentation and Syntactic Parsing in the Easy-First Dependency Framework Constant, Mathieu; Le Roux, Joseph; Tomeh, Nadi In: NAACL ; https://hal.archives-ouvertes.fr/hal-01494125 ; NAACL, 2016, San Diego, United States (2016) BASE Show details 7 Pattern mining and CRF for symptoms recognition in biomedical texts ; Fouille de motifs et CRF pour la reconnaissance de symptômes dans les textes biomédicaux Holat, Pierre; Tomeh, Nadi; Charnois, Thierry... In: 23e conférence sur le Traitement Automatique des Langues Naturelles (TALN’16) ; https://halshs.archives-ouvertes.fr/halshs-01727081 ; 23e conférence sur le Traitement Automatique des Langues Naturelles (TALN’16), Jul 2016, Paris, France. pp.194-206 (2016) BASE Show details 8 Weakly-supervised Symptom Recognition for Rare Diseases in Biomedical Text Holat, Pierre; Tomeh, Nadi; Charnois, Thierry... In: 15th International Symposium on Intelligent Data Analysis ; https://halshs.archives-ouvertes.fr/halshs-01727071 ; 15th International Symposium on Intelligent Data Analysis, Oct 2016, Stockholm, Sweden (2016) BASE Show details 9 Maximum-entropy word alignment and posterior-based phrase extraction for machine translation Tomeh, Nadi; Allauzen, Alexandre; Yvon, François In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 28 (2014) 1, 19-56 OLC Linguistik Show details 10 LIPN: Introducing a new Geographical Context Similarity Measure and a Statistical Similarity Measure based on the Bhattacharyya coefficient Buscaldi, Davide; García Flores, Jorge J.; Le Roux, Joseph... In: SemEval 2014 ; https://hal.archives-ouvertes.fr/hal-01068277 ; SemEval 2014, Aug 2014, Dublin, Ireland. pp.400-405 (2014) BASE Show details 11 Discriminative Alignment Models For Statistical Machine Translation ; Modèles Discriminants d'Alignement Pour La Traduction Automatique Statistique Tomeh, Nadi. - : HAL CCSD, 2012 In: https://tel.archives-ouvertes.fr/tel-00720250 ; Other [cs.OH]. Université Paris Sud - Paris XI, 2012. English. ⟨NNT : 2012PA112104⟩ (2012) BASE Show details 12 Designing an improved discriminative word aligner Tomeh, Nadi; Allauzen, Alexandre; Lavergne, Thomas... In: International Conference on Intelligent Text Processing and Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-01960730 ; International Conference on Intelligent Text Processing and Computational Linguistics, Jan 2011, Tokyo, Japan (2011) BASE Show details

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