Marco Dinarelli

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 44

Top Topics

Machine Translation

Spoken Language

Top Venues

Publications

Ryan Whetten, Titouan Parcollet, Marco Dinarelli, Yannick Estève
Open Implementation and Study of BEST-RQ for Speech Processing. CoRR (2024)
Titouan Parcollet, Ha Nguyen, Solène Evain, Marcely Zanon Boito, Adrien Pupier, Salima Mdhaffar, Hang Le, Sina Alisamir, Natalia A. Tomashenko, Marco Dinarelli, Shucong Zhang, Alexandre Allauzen, Maximin Coavoux, Yannick Estève, Mickael Rouvier, Jérôme Goulian, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech. Comput. Speech Lang. 86 (2024)
Vincent Segonne, Aidan Mannion, Laura Cristina Alonzo Canul, Alexandre Daniel Audibert, Xingyu Liu, Cécile Macaire, Adrien Pupier, Yongxin Zhou, Mathilde Aguiar, Felix E. Herron, Magali Norré, Massih-Reza Amini, Pierrette Bouillon, Iris Eshkol-Taravella, Emmanuelle Esperança-Rodier, Thomas François, Lorraine Goeuriot, Jérôme Goulian, Mathieu Lafourcade, Benjamin Lecouteux, François Portet, Fabien Ringeval, Vincent Vandeghinste, Maximin Coavoux, Marco Dinarelli, Didier Schwab
Jargon: A Suite of Language Models and Evaluation Tasks for French Specialized Domains. LREC/COLING (2024)
Lorenzo Lupo, Marco Dinarelli, Laurent Besacier
Encoding Sentence Position in Context-Aware Neural Machine Translation with Concatenation. CoRR (2023)
Fabien Lopez, Gabriela González Sáez, Damien Hansen, Mariam Nakhle, Behnoosh Namdarzadeh, Nicolas Ballier, Marco Dinarelli, Emmanuelle Esperança-Rodier, Sui He, Sadaf Mohseni, Caroline Rossi, Didier Schwab, Jun Yang, Jean-Baptiste Yunès, Lichao Zhu
The MAKE-NMTVIZ System Description for the WMT23 Literary Task. WMT (2023)
Titouan Parcollet, Ha Nguyen, Solène Evain, Marcely Zanon Boito, Adrien Pupier, Salima Mdhaffar, Hang Le, Sina Alisamir, Natalia A. Tomashenko, Marco Dinarelli, Shucong Zhang, Alexandre Allauzen, Maximin Coavoux, Yannick Estève, Mickael Rouvier, Jérôme Goulian, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech. CoRR (2023)
Elisa Gugliotta, Marco Dinarelli
TArC: Tunisian Arabish Corpus, First complete release. LREC (2022)
Elisa Gugliotta, Marco Dinarelli
TArC: Tunisian Arabish Corpus First complete release. CoRR (2022)
Marco Naguib, François Portet, Marco Dinarelli
Vers la compréhension automatique de la parole bout-en-bout à moindre effort. CoRR (2022)
Marco Dinarelli, Marco Naguib, François Portet
Toward Low-Cost End-to-End Spoken Language Understanding. CoRR (2022)
Marco Dinarelli, Marco Naguib, François Portet
Toward Low-Cost End-to-End Spoken Language Understanding. INTERSPEECH (2022)
Marco Naguib, François Portet, Marco Dinarelli
Vers la compréhension automatique de la parole bout-en-bout à moindre effort (Towards automatic end-to-end speech understanding with less effort). TALN-RECITAL (2022)
Lorenzo Lupo, Marco Dinarelli, Laurent Besacier
Divide and Rule: Effective Pre-Training for Context-Aware Multi-Encoder Translation Models. ACL (1) (2022)
Lorenzo Lupo, Marco Dinarelli, Laurent Besacier
Focused Concatenation for Context-Aware Neural Machine Translation. WMT (2022)
Lorenzo Lupo, Marco Dinarelli, Laurent Besacier
Focused Concatenation for Context-Aware Neural Machine Translation. CoRR (2022)
Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark. NeurIPS Datasets and Benchmarks (2021)
Lorenzo Lupo, Marco Dinarelli, Laurent Besacier
Divide and Rule: Training Context-Aware Multi-Encoder Translation Models with Little Resources. CoRR (2021)
Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech. CoRR (2021)
Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier
: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech. Interspeech (2021)
Elisa Gugliotta, Marco Dinarelli
TArC: Incrementally and Semi-Automatically Collecting a Tunisian Arabish Corpus. LREC (2020)
Elisa Gugliotta, Marco Dinarelli, Olivier Kraif
Multi-Task Sequence Prediction For Tunisian Arabizi Multi-Level Annotation. CoRR (2020)
Elisa Gugliotta, Marco Dinarelli
TArC: Incrementally and Semi-Automatically Collecting a Tunisian Arabish Corpus. CoRR (2020)
Elisa Gugliotta, Marco Dinarelli
TArC. Un corpus d'arabish tunisien. JEP-TALN-RECITAL (2) (2020)
Marco Dinarelli, Nikita Kapoor, Bassam Jabaian, Laurent Besacier
A Data Efficient End-to-End Spoken Language Understanding Architecture. ICASSP (2020)
Elisa Gugliotta, Marco Dinarelli, Olivier Kraif
Multi-Task Sequence Prediction For Tunisian Arabizi Multi-Level Annotation. WANLP@COLING (2020)
Marco Dinarelli, Nikita Kapoor, Bassam Jabaian, Laurent Besacier
A Data Efficient End-To-End Spoken Language Understanding Architecture. CoRR (2020)
Marco Dinarelli, Loïc Grobol
Seq2Biseq: Bidirectional Output-wise Recurrent Neural Networks for Sequence Modelling. CoRR (2019)
Marco Dinarelli, Loïc Grobol
Hybrid Neural Models For Sequence Modelling: The Best Of Three Worlds. CoRR (2019)
Marco Dinarelli, Loïc Grobol
Modèles neuronaux hybrides pour la modélisation de séquences : le meilleur de trois mondes (). PFIA (Articles longs) (2019)
Loïc Grobol, Isabelle Tellier, Éric Villemonte de la Clergerie, Marco Dinarelli, Frédéric Landragin
ANCOR-AS: Enriching the ANCOR Corpus with Syntactic Annotations. LREC (2018)
Yoann Dupont, Marco Dinarelli, Isabelle Tellier, Christian Lautier
Structured Named Entity Recognition by Cascading CRFs. CICLing (1) (2017)
Marco Dinarelli, Vedran Vukotic, Christian Raymond
Label-Dependency Coding in Simple Recurrent Networks for Spoken Language Understanding. INTERSPEECH (2017)
Loïc Grobol, Isabelle Tellier, Éric de la Clergerie, Marco Dinarelli, Frédéric Landragin
Apports des analyses syntaxiques pour la détection automatique de mentions dans un corpus de français oral (Experiences in using deep and shallow parsing to detect entity mentions in oral French). TALN (2) (2017)
Yoann Dupont, Marco Dinarelli, Isabelle Tellier
Réseaux neuronaux profonds pour l'étiquetage de séquences (Deep Neural Networks for Sequence Labeling). TALN (2) (2017)
Marco Dinarelli, Yoann Dupont, Isabelle Tellier
Effective Spoken Language Labeling with Deep Recurrent Neural Networks. CoRR (2017)
Yoann Dupont, Marco Dinarelli, Isabelle Tellier
Label-Dependencies Aware Recurrent Neural Networks. CICLing (1) (2017)
Yoann Dupont, Marco Dinarelli, Isabelle Tellier
Label-Dependencies Aware Recurrent Neural Networks. CoRR (2017)
Tian Tian, Isabelle Tellier, Marco Dinarelli, Pedro Cardoso
Détection des mots non-standards dans les tweets avec des réseaux de neurones (Detecting non-standard words in tweets with neural networks). TALN (2) (2017)
Marco Dinarelli, Isabelle Tellier
New Recurrent Neural Network Variants for Sequence Labeling. CICLing (1) (2016)
Yoann Dupont, Isabelle Tellier, Christian Lautier, Marco Dinarelli
Extraction automatique d'affixes pour la reconnaissance d'entités nommées chimiques. EGC (2016)
Marco Dinarelli, Isabelle Tellier
Étude des réseaux de neurones récurrents pour étiquetage de séquences (A study of Recurrent Neural Networks for Sequence Labelling). JEP-TALN-RECITAL (2) (2016)
Adèle Désoyer, Frédéric Landragin, Isabelle Tellier, Anaïs Lefeuvre, Jean-Yves Antoine, Marco Dinarelli
Coreference Resolution for French Oral Data: Machine Learning Experiments with ANCOR. CICLing (1) (2016)
Tian Tian, Marco Dinarelli, Isabelle Tellier, Pedro Miguel Dias Cardoso
Domain Adaptation for Named Entity Recognition Using CRFs. LREC (2016)
Marco Dinarelli, Isabelle Tellier
Improving Recurrent Neural Networks For Sequence Labelling. CoRR (2016)
Tian Tian, Marco Dinarelli, Isabelle Tellier
Data Adaptation for Named Entity Recognition on Tweets with Features-Rich CRF. NUT@IJCNLP (2015)
Tian Tian, Marco Dinarelli, Isabelle Tellier, Pedro Cardoso
Etiquetage morpho-syntaxique de tweets avec des CRF. TALN (2015)
Anne Garcia-Fernandez, Olivier Ferret, Marco Dinarelli
Evaluation of different strategies for domain adaptation in opinion mining. LREC (2014)
Alexandre Allauzen, Nicolas Pécheux, Quoc-Khanh Do, Marco Dinarelli, Thomas Lavergne, Aurélien Max, Hai Son Le, François Yvon
LIMSI @ WMT13. WMT@ACL (2013)
Marco Dinarelli, Sophie Rosset
Tree Representations in Probabilistic Models for Extended Named Entities Detection. EACL (2012)
Marco Dinarelli, Sophie Rosset
Tree-Structured Named Entity Recognition on OCR Data: Analysis, Processing and Results. LREC (2012)
Marco Dinarelli, Alessandro Moschitti, Giuseppe Riccardi
Discriminative Reranking for Spoken Language Understanding. IEEE Trans. Speech Audio Process. 20 (2) (2012)
Marco Dinarelli, Sophie Rosset
Models Cascade for Tree-Structured Named Entity Detection. IJCNLP (2011)
Stefan Hahn, Marco Dinarelli, Christian Raymond, Fabrice Lefèvre, Patrick Lehnen, Renato de Mori, Alessandro Moschitti, Hermann Ney, Giuseppe Riccardi
Comparing Stochastic Approaches to Spoken Language Understanding in Multiple Languages. IEEE Trans. Speech Audio Process. 19 (6) (2011)
Anne Garcia-Fernandez, Anne-Laure Ligozat, Marco Dinarelli, Delphine Bernhard
When Was It Written? Automatically Determining Publication Dates. SPIRE (2011)
Marco Dinarelli, Sophie Rosset
Hypotheses Selection Criteria in a Reranking Framework for Spoken Language Understanding. EMNLP (2011)
Marco Dinarelli, Evgeny A. Stepanov, Sebastian Varges, Giuseppe Riccardi
The LUNA Spoken Dialogue System: Beyond utterance classification. ICASSP (2010)
Marco Dinarelli, Alessandro Moschitti, Giuseppe Riccardi
Hypotheses selection for re-ranking semantic annotations. SLT (2010)
Marco Dinarelli, Alessandro Moschitti, Giuseppe Riccardi
Re-Ranking Models Based-on Small Training Data for Spoken Language Understanding. EMNLP (2009)
Silvia Quarteroni, Marco Dinarelli, Giuseppe Riccardi
Ontology-based grounding of Spoken Language Understanding. ASRU (2009)
Marco Dinarelli, Alessandro Moschitti, Giuseppe Riccardi
Re-Ranking Models for Spoken Language Understanding. EACL (2009)
Marco Dinarelli, Alessandro Moschitti, Giuseppe Riccardi
Concept segmentation and labeling for conversational speech. INTERSPEECH (2009)
Silvia Quarteroni, Giuseppe Riccardi, Marco Dinarelli
What's in an ontology for spoken language understanding. INTERSPEECH (2009)
Marco Dinarelli, Alessandro Moschitti, Giuseppe Riccardi
Joint generative and discriminative models for spoken language understanding. SLT (2008)
Arianna Bisazza, Marco Dinarelli, Silvia Quarteroni, Sara Tonelli, Alessandro Moschitti, Giuseppe Riccardi
Semantic annotations for conversational speech: From speech transcriptions to predicate argument structures. SLT (2008)