Publications

Simon Gabay, Pedro Ortiz Suarez (2022). A Data-driven Approach to Named Entity Recognition for Early Modern French. In COLING 2022.

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Pedro Ortiz Suarez (2022). A Data-driven Approach to Natural Language Processing for Contemporary and Historical French. Ph.D. Thesis.

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Simon Gabay, Pedro Ortiz Suarez, Rachel Bawden, Alexandre Bartz, Philippe Gambette, Benoît Sagot (2022). Le projet FREEM : ressources, outils et enjeux pour l’étude du français d’Ancien Régime. In TALN 2022.

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Julien Abadji, Pedro Ortiz Suarez, Laurent Romary, Benoît Sagot (2022). Towards a Cleaner Document-Oriented Multilingual Crawled Corpus. In LREC 2022.

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Simon Gabay, Pedro Ortiz Suarez, Alexandre Bartz, Alix Chagué, Rachel Bawden, Philippe Gambette, Benoît Sagot (2022). From FreEM to D'AlemBERT: a Large Corpus and a Language Model for Early Modern French. In LREC 2022.

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Loïc Grobol, Mathilde Regnault, Pedro Ortiz Suarez, Benoît Sagot, Laurent Romary, Benoît Crabbé (2022). BERTrade: Using Contextual Embeddings to Parse Old French. In LREC 2022.

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Julia Kreutzer, Isaac Caswell, Lisa Wang, Ahsan Wahab, Daan van Esch, Nasanbayar Ulzii-Orshikh, Allahsera Tapo, Nishant Subramani, Artem Sokolov, Claytone Sikasote, Monang Setyawan, Supheakmungkol Sarin, Sokhar Samb, Benoît Sagot, Clara Rivera, Annette Rios, Isabel Papadimitriou, Salomey Osei, Pedro Ortiz Suarez, Iroro Orife, Kelechi Ogueji, Andre Niyongabo Rubungo, Toan Q. Nguyen, Mathias Müller, André Müller, Shamsuddeen Hassan Muhammad, Nanda Muhammad, Ayanda Mnyakeni, Jamshidbek Mirzakhalov, Tapiwanashe Matangira, Colin Leong, Nze Lawson, Sneha Kudugunta, Yacine Jernite, Mathias Jenny, Orhan Firat, Bonaventure F. P. Dossou, Sakhile Dlamini, Nisansa de Silva, Sakine Çabuk Ballı, Stella Biderman, Alessia Battisti, Ahmed Baruwa, Ankur Bapna, Pallavi Baljekar, Israel Abebe Azime, Ayodele Awokoya, Duygu Ataman, Orevaoghene Ahia, Oghenefego Ahia, Sweta Agrawal, Mofetoluwa Adeyemi (2022). Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets. In TACL.

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Angelina McMillan-Major, Zaid Alyafeai, Stella Biderman, Kimbo Chen, Francesco De Toni, Gérard Dupont, Hady Elsahar, Chris Emezue, Alham Fikri Aji, Suzana Ilić, Nurulaqilla Khamis, Colin Leong, Maraim Masoud, Aitor Soroa, Pedro Ortiz Suarez, Zeerak Talat, Daniel van Strien, Yacine Jernite (2022). Documenting Geographically and Contextually Diverse Data Sources: The BigScience Catalogue of Language Data and Resources. In cs.CL.

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Julien Abadji, Pedro Ortiz Suarez, Laurent Romary, Benoît Sagot (2021). Ungoliant: An Optimized Pipeline for the Generation of a Very Large-Scale Multilingual Web Corpus. In CMLC-9.

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Pedro Ortiz Suarez, Yoann Dupont, Gaël Lejeune, Tian Tian (2020). SinNer@CLEF-HIPE2020: Sinful Adaptation of SotA models for Named Entity Recognition in Historical French and German Newspapers. In CLEF-HIPE-2020.

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Louis Martin, Benjamin Muller, Pedro Ortiz Suarez, Yoann Dupont, Laurent Romary, Éric de la Clergerie, Djamé Seddah, Benoît Sagot (2020). CamemBERT: a Tasty French Language Model. In ACL 2020.

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Pedro Ortiz Suarez, Laurent Romary, Benoît Sagot (2020). A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages. In ACL 2020.

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Djamé Seddah, Farah Essaidi, Amal Fethi, Matthieu Futeral, Benjamin Muller, Pedro Ortiz Suarez, Benoît Sagot, Abhishek Srivastava (2020). Building a User-Generated Content North-African Arabizi Treebank: Tackling Hell. In ACL 2020.

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Louis Martin, Benjamin Muller, Pedro Ortiz Suarez, Yoann Dupont, Laurent Romary, Éric de la Clergerie, Benoît Sagot, Djamé Seddah (2020). Les modèles de langue contextuels Camembert pour le Français : impact de la taille et de l'hétérogénéité des données d'entrainement. In TALN 2020.

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Murielle Popa-Fabre, Pedro Ortiz Suarez, Benoît Sagot, Éric de la Clergerie (2020). French Contextualized Word-Embeddings with a sip of CaBeRnet: a New French Balanced Reference Corpus. In CMLC-8.

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Pedro Ortiz Suarez, Yoann Dupont, Benjamin Muller, Laurent Romary, Benoît Sagot (2020). Establishing a New State-of-the-Art for French Named Entity Recognition. In LREC 2020.

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Mohamed Khemakhem, Ioana Galleron, Geoffrey Williams, Laurent Romary, Pedro Ortiz Suarez (2019). How OCR Performance can Impact on the Automatic Extraction of Dictionary Content Structures. In TEI 2019.

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Pedro Ortiz Suarez, Benoît Sagot, Laurent Romary (2019). Asynchronous Pipeline for Processing Huge Corpora on Medium to Low Resource Infrastructures. In CMLC-7.

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