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Ortiz Suárez, Pedro Javier (16)
Automatic Language Modelling and ANAlysis & Computational Humanities (ALMAnaCH) (14)
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Hits 1 – 17 of 17
1
A dataset for automatic detection of places in (early) modern French texts ; Un jeu de données pour la détection automatique de lieux dans les textes français modernes
Gabay, Simon
;
Ortiz Suárez, Pedro Javier
In: NASSCFL 2021 - 50th Annual North American Society for Seventeenth-Century French Literature Conference ; https://hal.archives-ouvertes.fr/hal-03187097 ; NASSCFL 2021 - 50th Annual North American Society for Seventeenth-Century French Literature Conference, NASSCFL, May 2021, Iowa City / Virtual, United States. pp.5 (2021)
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2
Ungoliant: An Optimized Pipeline for the Generation of a Very Large-Scale Multilingual Web Corpus
Abadji, Julien
;
Ortiz Suárez, Pedro Javier
;
Romary, Laurent
...
In: CMLC 2021 - 9th Workshop on Challenges in the Management of Large Corpora ; https://hal.inria.fr/hal-03301590 ; CMLC 2021 - 9th Workshop on Challenges in the Management of Large Corpora, Jul 2021, Limerick / Virtual, Ireland. ⟨10.14618/ids-pub-10468⟩ ; https://www.cl2021.org/ (2021)
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3
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets
Caswell, Isaac
;
Kreutzer, Julia
;
Wang, Lisa
...
In: https://hal.inria.fr/hal-03177623 ; 2021 (2021)
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4
Expanding the content model of annotationBlock
Bartz, Alexandre
;
Janes, Juliette
;
Romary, Laurent
...
In: Next Gen TEI, 2021 - TEI Conference and Members’ Meeting ; https://hal.archives-ouvertes.fr/hal-03380805 ; Next Gen TEI, 2021 - TEI Conference and Members’ Meeting, Oct 2021, Virtual, United States (2021)
BASE
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5
Ungoliant: An optimized pipeline for the generation of a very large-scale multilingual web corpus ...
Abadji, Julien
;
Ortiz Suárez, Pedro Javier
;
Romary, Laurent
. - : Leibniz-Institut für Deutsche Sprache, 2021
BASE
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6
Establishing a New State-of-the-Art for French Named Entity Recognition
Ortiz Suárez, Pedro Javier
;
Dupont, Yoann
;
Muller, Benjamin
...
In: LREC 2020 - 12th Language Resources and Evaluation Conference ; https://hal.inria.fr/hal-02617950 ; LREC 2020 - 12th Language Resources and Evaluation Conference, May 2020, Marseille, France ; http://www.lrec-conf.org (2020)
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7
Building a User-Generated Content North-African Arabizi Treebank: Tackling Hell
Seddah, Djamé
;
Essaidi, Farah
;
Fethi, Amal
...
In: ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics ; https://hal.inria.fr/hal-02889804 ; ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics, Jul 2020, Seattle / Virtual, Canada. ⟨10.18653/v1/2020.acl-main.107⟩ (2020)
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8
SinNer@Clef-Hipe2020 : Sinful adaptation of SotA models for Named Entity Recognition in French and German
Ortiz Suárez, Pedro Javier
;
Dupont, Yoann
;
Lejeune, Gaël
...
In: CLEF 2020 Working Notes. Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum ; https://hal.inria.fr/hal-02984746 ; CLEF 2020 Working Notes. Working Notes of CLEF 2020 - Conference and Labs of the Evaluation Forum, Sep 2020, Thessaloniki / Virtual, Greece ; https://impresso.github.io/CLEF-HIPE-2020/ (2020)
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9
CamemBERT: a Tasty French Language Model
Martin, Louis
;
Muller, Benjamin
;
Ortiz Suárez, Pedro Javier
...
In: ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics ; https://hal.inria.fr/hal-02889805 ; ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics, Jul 2020, Seattle / Virtual, United States. ⟨10.18653/v1/2020.acl-main.645⟩ (2020)
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10
A Monolingual Approach to Contextualized Word Embeddings for Mid-Resource Languages
Ortiz Suárez, Pedro Javier
;
Romary, Laurent
;
Sagot, Benoît
In: ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics ; https://hal.inria.fr/hal-02863875 ; ACL 2020 - 58th Annual Meeting of the Association for Computational Linguistics, Jul 2020, Seattle / Virtual, United States. ⟨10.18653/v1/2020.acl-main.156⟩ ; https://acl2020.org (2020)
Abstract:
International audience ; We use the multilingual OSCAR corpus, extracted from Common Crawl via language classification, filtering and cleaning, to train monolingual contextualized word embeddings (ELMo) for five mid-resource languages. We then compare the performance of OSCAR-based and Wikipedia-based ELMo embeddings for these languages on the part-of-speech tagging and parsing tasks. We show that, despite the noise in the Common-Crawl-based OSCAR data, embeddings trained on OSCAR perform much better than monolingual embeddings trained on Wikipedia. They actually equal or improve the current state of the art in tagging and parsing for all five languages. In particular, they also improve over multilingual Wikipedia-based contextual embeddings (multilingual BERT), which almost always constitutes the previous state of the art, thereby showing that the benefit of a larger, more diverse corpus surpasses the cross-lingual benefit of multilingual embedding architectures.
Keyword:
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]
URL:
https://hal.inria.fr/hal-02863875v2/file/ELMos.pdf
https://hal.inria.fr/hal-02863875v2/document
https://doi.org/10.18653/v1/2020.acl-main.156
https://hal.inria.fr/hal-02863875
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11
French Contextualized Word-Embeddings with a sip of CaBeRnet: a New French Balanced Reference Corpus
Fabre, Murielle
;
Ortiz Suárez, Pedro Javier
;
Sagot, Benoît
...
In: CMLC-8 - 8th Workshop on the Challenges in the Management of Large Corpora ; https://hal.inria.fr/hal-02678358 ; CMLC-8 - 8th Workshop on the Challenges in the Management of Large Corpora, May 2020, Marseille, France ; https://lrec2020.lrec-conf.org/media/proceedings/Workshops/Books/CMLC-8book.pdf (2020)
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12
Asynchronous pipelines for processing huge corpora on medium to low resource infrastructures
Ortiz Suárez, Pedro Javier
[Verfasser];
Sagot, Benoît
[Verfasser];
Romary, Laurent
[Verfasser]. - Mannheim : Leibniz-Institut für Deutsche Sprache (IDS), Bibliothek, 2019
DNB Subject Category Language
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13
How OCR Performance can Impact on the Automatic Extraction of Dictionary Content Structures
Khemakhem, Mohamed
;
Galleron, Ioana
;
Williams, Geoffrey
...
In: 19th annual Conference and Members’ Meeting of the Text Encoding Initiative Consortium (TEI) -What is text, really? TEI and beyond ; https://hal.archives-ouvertes.fr/hal-02263276 ; 19th annual Conference and Members’ Meeting of the Text Encoding Initiative Consortium (TEI) -What is text, really? TEI and beyond, Sep 2019, Graz, Austria (2019)
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14
Asynchronous Pipeline for Processing Huge Corpora on Medium to Low Resource Infrastructures
Ortiz Suárez, Pedro Javier
;
Sagot, Benoît
;
Romary, Laurent
In: 7th Workshop on the Challenges in the Management of Large Corpora (CMLC-7) ; https://hal.inria.fr/hal-02148693 ; 7th Workshop on the Challenges in the Management of Large Corpora (CMLC-7), Jul 2019, Cardiff, United Kingdom. ⟨10.14618/IDS-PUB-9021⟩ (2019)
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15
CamemBERT: a Tasty French Language Model
Martin, Louis
;
Muller, Benjamin
;
Ortiz Suárez, Pedro Javier
...
In: https://hal.inria.fr/hal-02445946 ; 2019 (2019)
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16
Preparing the Dictionnaire Universel for Automatic Enrichment
Ortiz Suárez, Pedro Javier
;
Romary, Laurent
;
Sagot, Benoît
In: 10th International Conference on Historical Lexicography and Lexicology (ICHLL) ; https://hal.inria.fr/hal-02131598 ; 10th International Conference on Historical Lexicography and Lexicology (ICHLL), Jun 2019, Leeuwarden, Netherlands ; https://easychair.org/smart-program/ICHLL-10/ (2019)
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17
Asynchronous pipelines for processing huge corpora on medium to low resource infrastructures ...
Ortiz Suárez, Pedro Javier
;
Sagot, Benoît
;
Romary, Laurent
. - : Leibniz-Institut für Deutsche Sprache, 2019
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