Marco Dinarelli

79 papers A* 2A 7B 7C 3Misc 2Journal 25Unranked 32

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Study of Data Selection Strategies for Pre-training Self-Supervised Speech Models. CoRR Ryan Whetten, Titouan Parcollet, Marco Dinarelli, Yannick Estève
2026	J	`jnl`	Pantagruel: Unified Self-Supervised Encoders for French Text and Speech. CoRR Phuong-Hang Le, Valentin Pelloin, Arnault Chatelain, Maryem Bouziane, Mohammed Ghennai, Qianwen Guan, Kirill Milintsevich, Salima Mdhaffar, Aidan Mannion, Nils Defauw, Shuyue Gu, Alexandre Audibert, Marco Dinarelli, Yannick Estève, Lorraine Goeuriot, Steffen Lalande, Nicolas Hervé, Maximin Coavoux, François Portet, Étienne Ollion, Marie Candito, Maxime Peyrard, Solange Rossato, Benjamin Lecouteux, Aurélie Nardy, Gilles Sérasset, Vincent Segonne, Solène Evain, Diandra Fabre, Didier Schwab
2025	—	`conf`	Beyond Static Emotions: Leveraging Multitask Learning to Model Dynamics of Dimensional Affect in Speech. TSD (1) Yuxuan Zhang, Hippolyte Fournier, Ruslan Kalitvianski, Marco Dinarelli, Fabien Ringeval
2025	—	`conf`	DOLFIN - Document-Level Financial Test-Set for Machine Translation. NAACL (Findings) Mariam Nakhlé, Marco Dinarelli, Raheel Qader, Emmanuelle Esperança-Rodier, Hervé Blanchon
2025	J	`jnl`	DOLFIN - Document-Level Financial test set for Machine Translation. CoRR Mariam Nakhlé, Marco Dinarelli, Raheel Qader, Emmanuelle Esperança-Rodier, Hervé Blanchon
2025	A	`conf`	Towards Early Prediction of Self-Supervised Speech Model Performance. INTERSPEECH Ryan Whetten, Lucas Maison, Titouan Parcollet, Marco Dinarelli, Yannick Estève
2025	J	`jnl`	Towards Early Prediction of Self-Supervised Speech Model Performance. CoRR Ryan Whetten, Lucas Maison, Titouan Parcollet, Marco Dinarelli, Yannick Estève
2024	—	`conf`	An Analysis of Linear Complexity Attention Substitutes With Best-RQ. SLT Ryan Whetten, Titouan Parcollet, Adel Moumen, Marco Dinarelli, Yannick Estève
2024	J	`jnl`	An Analysis of Linear Complexity Attention Substitutes with BEST-RQ. CoRR Ryan Whetten, Titouan Parcollet, Adel Moumen, Marco Dinarelli, Yannick Estève
2024	—	`conf`	Exploring NMT Explainability for Translators Using NMT Visualising Tools. EAMT (1) Gabriela González Sáez, Mariam Nakhlé, James Turner, Fabien Lopez, Nicolas Ballier, Marco Dinarelli, Emmanuelle Esperança-Rodier, Sui He, Raheel Qader, Caroline Rossi, Didier Schwab, Jun Yang
2024	—	`conf`	Implémentation ouverte et étude de BEST-RQ pour le traitement de la parole. TALN (JEP) Ryan Whetten, Titouan Parcollet, Marco Dinarelli, Yannick Estève
2024	—	`conf`	Jargon : Une suite de modèles de langues et de référentiels d'évaluation pour les domaines spécialisés du français. TALN (2) Vincent Segonne, Aidan Mannion, Laura Cristina Alonzo Canul, Alexandre Audibert, Xingyu Liu, Cécile Macaire, Adrien Pupier, Yongxin Zhou, Mathilde Aguiar, Felix Herron, Magali Norré, Massih-Reza Amini, Pierrette Bouillon, Iris Eshkol-Taravella, Emmanuelle Esparança-Rodier, Thomas François, Lorraine Goeuriot, Jérôme Goulian, Mathieu Lafourcade, Benjamin Lecouteux, François Portet, Fabien Ringeval, Vincent Vandeghinste, Maximin Coavoux, Marco Dinarelli, Didier Schwab
2024	—	`conf`	Jargon: A Suite of Language Models and Evaluation Tasks for French Specialized Domains. LREC/COLING Vincent Segonne, Aidan Mannion, Laura Cristina Alonzo Canul, Alexandre Daniel Audibert, Xingyu Liu, Cécile Macaire, Adrien Pupier, Yongxin Zhou, Mathilde Aguiar, Felix 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
2024	J	`jnl`	LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech. Comput. Speech Lang. 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
2024	J	`jnl`	Open Implementation and Study of BEST-RQ for Speech Processing. CoRR Ryan Whetten, Titouan Parcollet, Marco Dinarelli, Yannick Estève
2024	—	`conf`	Open Implementation and Study of Best-RQ for Speech Processing. ICASSP Workshops Ryan Whetten, Titouan Parcollet, Marco Dinarelli, Yannick Estève
2024	—	`conf`	The MAKE-NMTViz Project: Meaningful, Accurate and Knowledge-limited Explanations of NMT Systems for Translators. EAMT (2) Gabriela González Sáez, Fabien Lopez, Mariam Nakhlé, James Turner, Nicolas Ballier, Marco Dinarelli, Emmanuelle Esperança-Rodier, Sui He, Caroline Rossi, Didier Schwab, Jun Yang
2023	C	`conf`	An Empirical Analysis of Task Relations in the Multi-Task Annotation of an Arabizi Corpus. LDK Elisa Gugliotta, Marco Dinarelli
2023	J	`jnl`	Encoding Sentence Position in Context-Aware Neural Machine Translation with Concatenation. CoRR Lorenzo Lupo, Marco Dinarelli, Laurent Besacier
2023	J	`jnl`	LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech. CoRR 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
2023	—	`conf`	The MAKE-NMTVIZ System Description for the WMT23 Literary Task. WMT Fabien Lopez, Gabriela González Sáez, Damien Hansen, Mariam Nakhlé, Behnoosh Namdarzadeh, Nicolas Ballier, Marco Dinarelli, Emmanuelle Esperança-Rodier, Sui He, Sadaf Mohseni, Caroline Rossi, Didier Schwab, Jun Yang, Jean-Baptiste Yunès, Lichao Zhu
2022	—	`conf`	Divide and Rule: Effective Pre-Training for Context-Aware Multi-Encoder Translation Models. ACL (1) Lorenzo Lupo, Marco Dinarelli, Laurent Besacier
2022	—	`conf`	Focused Concatenation for Context-Aware Neural Machine Translation. WMT Lorenzo Lupo, Marco Dinarelli, Laurent Besacier
2022	J	`jnl`	Focused Concatenation for Context-Aware Neural Machine Translation. CoRR Lorenzo Lupo, Marco Dinarelli, Laurent Besacier
2022	J	`jnl`	TArC: Tunisian Arabish Corpus First complete release. CoRR Elisa Gugliotta, Marco Dinarelli
2022	B	`conf`	TArC: Tunisian Arabish Corpus, First complete release. LREC Elisa Gugliotta, Marco Dinarelli
2022	A	`conf`	Toward Low-Cost End-to-End Spoken Language Understanding. INTERSPEECH Marco Dinarelli, Marco Naguib, François Portet
2022	J	`jnl`	Toward Low-Cost End-to-End Spoken Language Understanding. CoRR Marco Dinarelli, Marco Naguib, François Portet
2022	—	`conf`	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 Marco Naguib, François Portet, Marco Dinarelli
2022	J	`jnl`	Vers la compréhension automatique de la parole bout-en-bout à moindre effort. CoRR Marco Naguib, François Portet, Marco Dinarelli
2021	J	`jnl`	Divide and Rule: Training Context-Aware Multi-Encoder Translation Models with Little Resources. CoRR Lorenzo Lupo, Marco Dinarelli, Laurent Besacier
2021	J	`jnl`	LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech. CoRR 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
2021	—	`conf`	Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark. NeurIPS Datasets and Benchmarks 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
2020	J	`jnl`	A Data Efficient End-To-End Spoken Language Understanding Architecture. CoRR Marco Dinarelli, Nikita Kapoor, Bassam Jabaian, Laurent Besacier
2020	Misc	`conf`	A Data Efficient End-to-End Spoken Language Understanding Architecture. ICASSP Marco Dinarelli, Nikita Kapoor, Bassam Jabaian, Laurent Besacier
2020	—	`conf`	Multi-Task Sequence Prediction For Tunisian Arabizi Multi-Level Annotation. WANLP@COLING Elisa Gugliotta, Marco Dinarelli, Olivier Kraif
2020	J	`jnl`	Multi-Task Sequence Prediction For Tunisian Arabizi Multi-Level Annotation. CoRR Elisa Gugliotta, Marco Dinarelli, Olivier Kraif
2020	—	`conf`	TArC. Un corpus d'arabish tunisien. JEP-TALN-RECITAL (2) Elisa Gugliotta, Marco Dinarelli
2020	B	`conf`	TArC: Incrementally and Semi-Automatically Collecting a Tunisian Arabish Corpus. LREC Elisa Gugliotta, Marco Dinarelli
2020	J	`jnl`	TArC: Incrementally and Semi-Automatically Collecting a Tunisian Arabish Corpus. CoRR Elisa Gugliotta, Marco Dinarelli
2019	J	`jnl`	Hybrid Neural Models For Sequence Modelling: The Best Of Three Worlds. CoRR Marco Dinarelli, Loïc Grobol
2019	—	`conf`	Modèles neuronaux hybrides pour la modélisation de séquences : le meilleur de trois mondes (). PFIA (Articles longs) Marco Dinarelli, Loïc Grobol
2019	J	`jnl`	Seq2Biseq: Bidirectional Output-wise Recurrent Neural Networks for Sequence Modelling. CoRR Marco Dinarelli, Loïc Grobol
2018	B	`conf`	ANCOR-AS: Enriching the ANCOR Corpus with Syntactic Annotations. LREC Loïc Grobol, Isabelle Tellier, Éric Villemonte de la Clergerie, Marco Dinarelli, Frédéric Landragin
2017	—	`conf`	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) Loïc Grobol, Isabelle Tellier, Éric de la Clergerie, Marco Dinarelli, Frédéric Landragin
2017	—	`conf`	Détection des mots non-standards dans les tweets avec des réseaux de neurones (Detecting non-standard words in tweets with neural networks). TALN (2) Tian Tian, Isabelle Tellier, Marco Dinarelli, Pedro Cardoso
2017	J	`jnl`	Effective Spoken Language Labeling with Deep Recurrent Neural Networks. CoRR Marco Dinarelli, Yoann Dupont, Isabelle Tellier
2017	—	`conf`	Label-Dependencies Aware Recurrent Neural Networks. CICLing (1) Yoann Dupont, Marco Dinarelli, Isabelle Tellier
2017	J	`jnl`	Label-Dependencies Aware Recurrent Neural Networks. CoRR Yoann Dupont, Marco Dinarelli, Isabelle Tellier
2017	A	`conf`	Label-Dependency Coding in Simple Recurrent Networks for Spoken Language Understanding. INTERSPEECH Marco Dinarelli, Vedran Vukotic, Christian Raymond
2017	—	`conf`	Réseaux neuronaux profonds pour l'étiquetage de séquences (Deep Neural Networks for Sequence Labeling). TALN (2) Yoann Dupont, Marco Dinarelli, Isabelle Tellier
2017	—	`conf`	Structured Named Entity Recognition by Cascading CRFs. CICLing (1) Yoann Dupont, Marco Dinarelli, Isabelle Tellier, Christian Lautier
2016	—	`conf`	Coreference Resolution for French Oral Data: Machine Learning Experiments with ANCOR. CICLing (1) Adèle Désoyer, Frédéric Landragin, Isabelle Tellier, Anaïs Lefeuvre, Jean-Yves Antoine, Marco Dinarelli
2016	B	`conf`	Domain Adaptation for Named Entity Recognition Using CRFs. LREC Tian Tian, Marco Dinarelli, Isabelle Tellier, Pedro Miguel Dias Cardoso
2016	—	`conf`	Extraction automatique d'affixes pour la reconnaissance d'entités nommées chimiques. EGC Yoann Dupont, Isabelle Tellier, Christian Lautier, Marco Dinarelli
2016	J	`jnl`	Improving Recurrent Neural Networks For Sequence Labelling. CoRR Marco Dinarelli, Isabelle Tellier
2016	—	`conf`	New Recurrent Neural Network Variants for Sequence Labeling. CICLing (1) Marco Dinarelli, Isabelle Tellier
2016	—	`conf`	Étude des réseaux de neurones récurrents pour étiquetage de séquences (A study of Recurrent Neural Networks for Sequence Labelling). JEP-TALN-RECITAL (2) Marco Dinarelli, Isabelle Tellier
2015	—	`conf`	Data Adaptation for Named Entity Recognition on Tweets with Features-Rich CRF. NUT@IJCNLP Tian Tian, Marco Dinarelli, Isabelle Tellier
2015	—	`conf`	Etiquetage morpho-syntaxique de tweets avec des CRF. TALN Tian Tian, Marco Dinarelli, Isabelle Tellier, Pedro Cardoso
2014	B	`conf`	Evaluation of different strategies for domain adaptation in opinion mining. LREC Anne Garcia-Fernandez, Olivier Ferret, Marco Dinarelli
2013	—	`conf`	LIMSI @ WMT13. WMT@ACL Alexandre Allauzen, Nicolas Pécheux, Quoc-Khanh Do, Marco Dinarelli, Thomas Lavergne, Aurélien Max, Hai Son Le, François Yvon
2012	J	`jnl`	Discriminative Reranking for Spoken Language Understanding. IEEE Trans. Speech Audio Process. Marco Dinarelli, Alessandro Moschitti, Giuseppe Riccardi
2012	A	`conf`	Tree Representations in Probabilistic Models for Extended Named Entities Detection. EACL Marco Dinarelli, Sophie Rosset
2012	B	`conf`	Tree-Structured Named Entity Recognition on OCR Data: Analysis, Processing and Results. LREC Marco Dinarelli, Sophie Rosset
2011	J	`jnl`	Comparing Stochastic Approaches to Spoken Language Understanding in Multiple Languages. IEEE Trans. Speech Audio Process. Stefan Hahn, Marco Dinarelli, Christian Raymond, Fabrice Lefèvre, Patrick Lehnen, Renato De Mori, Alessandro Moschitti, Hermann Ney, Giuseppe Riccardi
2011	A*	`conf`	Hypotheses Selection Criteria in a Reranking Framework for Spoken Language Understanding. EMNLP Marco Dinarelli, Sophie Rosset
2011	B	`conf`	Models Cascade for Tree-Structured Named Entity Detection. IJCNLP Marco Dinarelli, Sophie Rosset
2011	C	`conf`	When Was It Written? Automatically Determining Publication Dates. SPIRE Anne Garcia-Fernandez, Anne-Laure Ligozat, Marco Dinarelli, Delphine Bernhard
2010	—	`conf`	Hypotheses selection for re-ranking semantic annotations. SLT Marco Dinarelli, Alessandro Moschitti, Giuseppe Riccardi
2010	—	`—`	Spoken Language Understanding: from Spoken Utterances to Semantic Structures. Marco Dinarelli
2010	Misc	`conf`	The LUNA Spoken Dialogue System: Beyond utterance classification. ICASSP Marco Dinarelli, Evgeny A. Stepanov, Sebastian Varges, Giuseppe Riccardi
2009	A	`conf`	Concept segmentation and labeling for conversational speech. INTERSPEECH Marco Dinarelli, Alessandro Moschitti, Giuseppe Riccardi
2009	C	`conf`	Ontology-based grounding of Spoken Language Understanding. ASRU Silvia Quarteroni, Marco Dinarelli, Giuseppe Riccardi
2009	A*	`conf`	Re-Ranking Models Based-on Small Training Data for Spoken Language Understanding. EMNLP Marco Dinarelli, Alessandro Moschitti, Giuseppe Riccardi
2009	A	`conf`	Re-Ranking Models for Spoken Language Understanding. EACL Marco Dinarelli, Alessandro Moschitti, Giuseppe Riccardi
2009	A	`conf`	What's in an ontology for spoken language understanding. INTERSPEECH Silvia Quarteroni, Giuseppe Riccardi, Marco Dinarelli
2008	—	`conf`	Joint generative and discriminative models for spoken language understanding. SLT Marco Dinarelli, Alessandro Moschitti, Giuseppe Riccardi
2008	—	`conf`	Semantic annotations for conversational speech: From speech transcriptions to predicate argument structures. SLT Arianna Bisazza, Marco Dinarelli, Silvia Quarteroni, Sara Tonelli, Alessandro Moschitti, Giuseppe Riccardi