Marco Dinarelli with his first journal publication in a IEEE review Marco Dinarelli
Web site of Marco Dinarelli in English  Site web de Marco Dinarelli en français  Sito web di Marco Dinarelli in italiano 


LIG (UMR 5217)
Office 327
700 avenue Centrale
Campus de Saint-Martin-d’Hères, France


Email:
marco [dot] dinarelli [at] univ-grenoble-alpes [dot] fr
marco [dot] dinarelli [at] gmail [dot] com

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Latest news

2024 / 09 / 09:
Ph.D. defense of Gaëlle Laperrière in Avignon

2024 / 04 / 09:
Paper accepted at the French journal TAL, special issue on NLP models explainability

2024 / 02 / 20:
Paper accepted at the international conference LREC-COLING 2024

Scientific publications

Organize by:    type         subject         year

Go to:       Journals     Book Chapters     Conferences     Workshops     Technical Reports     Ph.D. Thesis    

Journals

Marco Dinarelli, D. Niaouri, F. Lopez, G. Gonzalez-Saez, M. Nakhle, E. Esperança-Rodier, C. Rossi, D. Schwab, N. Ballier
Context-Aware Neural Machine Translation Models Analysis And Evaluation Through Attention
TAL Journal, special issue on Explicabilité des modèles de TAL, volume 64-3, 2024.
Context-Aware Neural Machine Translation Models Analysis And Evaluation Through Attention pdf file Context-Aware Neural Machine Translation Models Analysis And Evaluation Through Attention BibTex reference
T. Parcollet, H. Nguyen, S. Evain, H. Le, M. Zanon Boito, S. Mdhaffar, S. Alisamir, Z. Tong, N. Tomashenko, Marco Dinarelli, A. Allauzen, Y. Esteve, B. Lecouteux, F. Portet, S. Rossato, F. Ringeval, D. Schwab, L. Besacier
LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech
Journal on Computer Speech and Language (CSL), Volume 86, Elsevier, 2024.
LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech pdf file LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech BibTex reference
Marco Dinarelli, Y. Dupont
Modélisation de dépendances entre étiquettes dans les réseaux neuronaux récurrents
Revue TAL (Traitement Automatique des Langues) Volume 58 Numéro 1, France, 2017.
Modélisation de dépendances entre étiquettes dans les réseaux neuronaux récurrents pdf file Modélisation de dépendances entre étiquettes dans les réseaux neuronaux récurrents BibTex reference
Marco Dinarelli, A. Moschitti, G. Riccardi
Discriminative Reranking for Spoken Language Understanding
IEEE Journal of Transactions on Audio, Speech and Language Processing (TASLP), volume 20, issue 2, pages 526 - 539, 2012.
Discriminative Reranking for Spoken Language Understanding pdf file Discriminative Reranking for Spoken Language Understanding BibTex reference
S. Hahn, Marco Dinarelli, C. Raymond, F. Lefèvre, P. Lehnen, R. De Mori, A. Moschitti, H. Ney, G. Riccardi
Comparing Stochastic Approaches to Spoken Language Understanding in Multiple Languages
IEEE Journal of Transactions on Audio, Speech and Language Processing (TASLP), volume 19, issue 6, pages 1569 - 1583, 2010.
Comparing Stochastic Approaches to Spoken Language Understanding in Multiple Languages pdf file Comparing Stochastic Approaches to Spoken Language Understanding in Multiple Languages BibTex reference

Book Chapters

A. Garcia-Fernandez, A.L. Ligozat, Marco Dinarelli, D. Bernhard
Méthodes pour l'archéologie linguistique: datation par combinaison d'indices temporels
Expérimentations et évaluations en fouille de textes, un panorama des campagnes DEFT, sous la direction de Cyril Grouin et Dominic Forest, Hermes Lavoisier, 2012

Conferences

V. Segonne, A. Mannion, A. Audibert, L. Xingyu, C. Macaire, A. Pupier, Y. Zhou, M. Aguiar, N. Magali, F. Herron, I. Eshkol Taravella, T. François, L. Goeuriot, J. Goulian, M. Lafourcade, B. Lecouteux, F. Portet, F. Ringeval, M. Coavoux, V. Vandeghinste, Marco Dinarelli, L. Alonzo-Canul, A. Massih-Reza, P. Bouillon, D. Schwab, E. Esparança-Rodier
Jargon : Une suite de modèles de langues et de référentiels d'évaluation pour les domaines spécialisés du français
Journées d'Études sur la Parole, Toulouse, 2024.
Jargon : Une suite de modèles de langues et de référentiels d'évaluation pour les domaines spécialisés du français pdf file Jargon : Une suite de modèles de langues et de référentiels d'évaluation pour les domaines spécialisés du français BibTex reference
R. Whetten, T. Parcollet, Marco Dinarelli, Y. Estève
Implémentation ouverte et étude de BEST-RQ pour le traitement de la parole
Journées d'Études sur la Parole, Toulouse, 2024.
Implémentation ouverte et étude de BEST-RQ pour le traitement de la parole pdf file Implémentation ouverte et étude de BEST-RQ pour le traitement de la parole BibTex reference
G. Gonzalez-Saez, F. Lopez, M. Nakhlé,, Marco Dinarelli, E. Esperança-Rodier, S. He, C. Rossi, D. Schwab, J. Yang, J.R. Turner, N. Ballier
The MAKE-NMTViz Project: Meaningful, Accurate and Knowledge-limited Explanations of NMT Systems for Translators
25th Annual Conference of the European Association for Machine Translation, Sheffield, 2024.
The MAKE-NMTViz Project: Meaningful, Accurate and Knowledge-limited Explanations of NMT Systems for Translators pdf file The MAKE-NMTViz Project: Meaningful, Accurate and Knowledge-limited Explanations of NMT Systems for Translators BibTex reference
G. Gonzalez-Saez, M. Nakhlé, J.R. Turner, F. Lopez, N. Ballier, Marco Dinarelli, E. Esperança-Rodier, S. He, R. Qader, C. Rossi, D. Schwab, J. Yang
Exploring NMT Explainability for Translators Using NMT Visualising Tools
25th Annual Conference of the European Association for Machine Translation, Sheffield, 2024.
Exploring NMT Explainability for Translators Using NMT Visualising Tools pdf file Exploring NMT Explainability for Translators Using NMT Visualising Tools BibTex reference
V. Segonne, A. Mannion, L. C. Alonzo Canul, A. Audibert, X. Liu, C. Macaire, A. Pupier, Y. Zhou, M. Aguiar, F. Herron, M. Norré, M. R. Amini, P. Bouillon, I. Eshkol-Taravella, E. Esperança-Rodier, T. François, L. Goeuriot, J. Goulian, M. Lafourcade, B. Lecouteux, F. Portet, F. Ringeval, V. Vandeghinste, M. Coavoux, Marco Dinarelli, D. Schwab
Jargon: A Suite of Language Models and Evaluation Tasks for French Specialized Domains
LREC-COLING International Conference, Turin, 2024.
Jargon: A Suite of Language Models and Evaluation Tasks for French Specialized Domains pdf file Jargon: A Suite of Language Models and Evaluation Tasks for French Specialized Domains BibTex reference
F. Lopez, G. González-Sáez, D. Hansen, M. Nakhlé, B. Namdarzadeh, Marco Dinarelli, E. Esperança-Rodier, S. He, S. Mohseni, C. Rossi, D. Schwab, J. Yang, J.-B. Yunès, L. Zhu, N. Ballier
The MAKE-NMTViz System Description for the WMT23 Literary Task
WMT Conference, Singapore, 2023.
The MAKE-NMTViz System Description for the WMT23 Literary Task pdf file The MAKE-NMTViz System Description for the WMT23 Literary Task BibTex reference
E. Gugliotta, Marco Dinarelli
An Empirical Analysis of Task Relations in the Multi-Task Annotation of an Arabizi Corpus
Language, Data and Knowledge Conference (LDK), Vienna, Austria, 2023.
An Empirical Analysis of Task Relations in the Multi-Task Annotation of an Arabizi Corpus pdf file An Empirical Analysis of Task Relations in the Multi-Task Annotation of an Arabizi Corpus BibTex reference
L. Lupo, Marco Dinarelli, L. Besacier
Focused Concatenation for Context-Aware Neural Machine Translation
Seventh Conference on Machine Translation, Abu Dhabi, 2022.
Focused Concatenation for Context-Aware Neural Machine Translation pdf file Focused Concatenation for Context-Aware Neural Machine Translation BibTex reference
Marco Dinarelli, M. Naguib, F. Portet
Toward Low-Cost End-to-End Spoken Language Understanding
Interspeech, Incheon, Korea, 2022.
Toward Low-Cost End-to-End Spoken Language Understanding pdf file Toward Low-Cost End-to-End Spoken Language Understanding BibTex reference
M. Naguib, F. Portet, Marco Dinarelli
Vers la compréhension automatique de la parole bout-en-bout à moindre effort
Traitement Automatique des Langues Naturelles, Avignon, France, 2022.
Vers la compréhension automatique de la parole bout-en-bout à moindre effort pdf file Vers la compréhension automatique de la parole bout-en-bout à moindre effort BibTex reference
E. Gugliotta, Marco Dinarelli
TArC: Tunisian Arabish Corpus, First complete release
Language Resources and Evaluation Conference (LREC), Marseille, France, 2022.
TArC: Tunisian Arabish Corpus, First complete release pdf file TArC: Tunisian Arabish Corpus, First complete release BibTex reference
S. Evain, H. Nguyen, H. Le, M. Zanon Boito, S. Mdhaffar, S. Alisamir, Z. Tong, N. Tomashenko, Marco Dinarelli, T. Parcollet, A. Allauzen, Y. Esteve, B. Lecouteux, F. Portet, S. Rossato, F. Ringeval, D. Schwab, L. Besacier
LeBenchmark, un référentiel d'évaluation pour le français oral
Journée d'Étude sur la Parole, Île de Noirmoutier, France, 2022.
LeBenchmark, un référentiel d'évaluation pour le français oral pdf file LeBenchmark, un référentiel d'évaluation pour le français oral BibTex reference
S. Evain, H. Nguyen, H. Le, M. Zanon Boito, S. Mdhaffar, S. Alisamir, Z. Tong, N. Tomashenko, Marco Dinarelli, T. Parcollet, A. Allauzen, Y. Esteve, B. Lecouteux, F. Portet, S. Rossato, F. Ringeval, D. Schwab, L. Besacier
Modèles neuronaux pré-appris par auto-supervision sur des enregistrements de parole en français
Journée d'Étude sur la Parole, Île de Noirmoutier, France, 2022.
Modèles neuronaux pré-appris par auto-supervision sur des enregistrements de parole en français pdf file Modèles neuronaux pré-appris par auto-supervision sur des enregistrements de parole en français BibTex reference
L. Lupo, Marco Dinarelli, L. Besacier
Divide and Rule: Effective Pre-Training for Context-Aware Multi-Encoder Translation Models
Association for Computational Linguistics, 2022.
Pre-print of an earlier version available on arXiv
Divide and Rule: Effective Pre-Training for Context-Aware Multi-Encoder Translation Models pdf file Divide and Rule: Effective Pre-Training for Context-Aware Multi-Encoder Translation Models BibTex reference
S. Evain, H. Nguyen, H. Le, M. Zanon Boito, S. Mdhaffar, S. Alisamir, Z. Tong, N. Tomashenko, Marco Dinarelli, T. Parcollet, A. Allauzen, Y. Esteve, B. Lecouteux, F. Portet, S. Rossato, F. Ringeval, D. Schwab, L. Besacier
Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark
In proceedings of NeurIPS, Datasets and Benchmarks Track, 2021.
Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark pdf file Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark BibTex reference
S. Evain, H. Nguyen, H. Le, M. Zanon Boito, S. Mdhaffar, S. Alisamir, Z. Tong, N. Tomashenko, Marco Dinarelli, T. Parcollet, A. Allauzen, Y. Esteve, B. Lecouteux, F. Portet, S. Rossato, F. Ringeval, D. Schwab, L. Besacier
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech
In proceedings of Interspeech, Brno, Czech, 2021.
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech pdf file LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech BibTex reference
E. Gugliotta, Marco Dinarelli
TArC Un corpus d'Arabish tunisien
Traitement Automatique des Langues Naturelles, Nancy, France, 2020.
TArC Un corpus d'Arabish tunisien pdf file TArC Un corpus d'Arabish tunisien BibTex reference
E. Gugliotta, Marco Dinarelli
TArC: Incrementally and Semi-Automatically Collecting a Tunisian Arabish Corpus
Language Resources and Evaluation Conference (LREC), Marseille, France, 2020.
TArC: Incrementally and Semi-Automatically Collecting a Tunisian Arabish Corpus pdf file TArC: Incrementally and Semi-Automatically Collecting a Tunisian Arabish Corpus BibTex reference
Marco Dinarelli, N. Kapoor, B. Jabaian, L. Besacier
A Data-Efficient End-to-End Spoken Language Understanding Architecture
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, 2020.
A Data-Efficient End-to-End Spoken Language Understanding Architecture pdf file A Data-Efficient End-to-End Spoken Language Understanding Architecture BibTex reference
Marco Dinarelli, L. Grobol
Modèles neuronaux hybrides pour la modélisation de séquences : le meilleur de trois mondes
Traitement Automatique des Langues Naturelles, Toulouse, France, 2019.
Modèles neuronaux hybrides pour la modélisation de séquences : le meilleur de trois mondes pdf file Modèles neuronaux hybrides pour la modélisation de séquences : le meilleur de trois mondes BibTex reference
Marco Dinarelli, L. Grobol
Seq2Biseq: Bidirectional Output-wise Recurrent Neural Networks for Sequence Modelling
International Conference on Intelligent Text Processing and Computational Linguistics (CICling), La Rochelle, France, 2019.
Seq2Biseq: Bidirectional Output-wise Recurrent Neural Networks for Sequence Modelling pdf file Seq2Biseq: Bidirectional Output-wise Recurrent Neural Networks for Sequence Modelling BibTex reference
Marco Dinarelli, L. Grobol
Modélisation d'un contexte global d'étiquettes pour l'étiquetage de séquences dans les réseaux neuronaux récurrents
Journée TAL\&IA, Nancy, France, 2018.
Modélisation d'un contexte global d'étiquettes pour l'étiquetage de séquences dans les réseaux neuronaux récurrents pdf file Modélisation d'un contexte global d'étiquettes pour l'étiquetage de séquences dans les réseaux neuronaux récurrents BibTex reference
L. Grobol, I. Tellier, E. De La Clergerie, Marco Dinarelli, F. Landragin
ANCOR-AS: Enriching the ANCOR Corpus with Syntactic Annotations
Language Resources and Evaluation Conference (LREC), Miyazaki, Japan, 2018.
ANCOR-AS: Enriching the ANCOR Corpus with Syntactic Annotations pdf file ANCOR-AS: Enriching the ANCOR Corpus with Syntactic Annotations BibTex reference
Marco Dinarelli, V. Vukotic, C. Raymond
Label-dependency coding in Simple Recurrent Networks for Spoken Language Understanding
In proceedings of Interspeech, Stockholm, Sweden, 2017.
Label-dependency coding in Simple Recurrent Networks for Spoken Language Understanding pdf file Label-dependency coding in Simple Recurrent Networks for Spoken Language Understanding BibTex reference
T. Tian, Marco Dinarelli, P. Cardoso, I. Tellier
Détection des mots non-standards dans les tweets avec des réseaux de neurones
Article court à Traitement Automatique des Langues Naturelles (TALN), Orléans, France, 2017.
Détection des mots non-standards dans les tweets avec des réseaux de neurones pdf file Détection des mots non-standards dans les tweets avec des réseaux de neurones BibTex reference
L. Grobol, I. Tellier, E. de La Clergerie, Marco Dinarelli, F. Landragin
Apports des analyses syntaxiques pour la détection automatique de mentions dans un corpus de français oral
Article court à Traitement Automatique des Langues Naturelles (TALN), Orléans, France, 2017.
Apports des analyses syntaxiques pour la détection automatique de mentions dans un corpus de français oral pdf file Apports des analyses syntaxiques pour la détection automatique de mentions dans un corpus de français oral BibTex reference
Y. Dupont, Marco Dinarelli, I. Tellier
Réseaux neuronaux profonds pour l’étiquetage de séquences
Article court à Traitement Automatique des Langues Naturelles (TALN), Orléans, France, 2017.
Réseaux neuronaux profonds pour l’étiquetage de séquences pdf file Réseaux neuronaux profonds pour l’étiquetage de séquences BibTex reference
Y. Dupont, Marco Dinarelli, I. Tellier, C. Lautier
Structured Named Entity Recognition by Cascading CRFs
International Conference on Intelligent Text Processing and Computational Linguistics (CICling), Budapest, Hungary, 2017.
Published in Lecture Notes in Computer Sciences (LNCS), Springer
Structured Named Entity Recognition by Cascading CRFs pdf file Structured Named Entity Recognition by Cascading CRFs BibTex reference
Y. Dupont, Marco Dinarelli, I. Tellier
Label-Dependencies Aware Recurrent Neural Networks
International Conference on Intelligent Text Processing and Computational Linguistics (CICling), Budapest, Hungary, 2017.
Published in Lecture Notes in Computer Sciences (LNCS), Springer
Best Verifiability, Reproducibility, and Working Description award
Label-Dependencies Aware Recurrent Neural Networks pdf file Label-Dependencies Aware Recurrent Neural Networks BibTex reference
Marco Dinarelli, I. Tellier
Étude des réseaux de neurones récurrents pour étiquetage de séquences
23ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN), Paris, France, 2016.
Étude des réseaux de neurones récurrents pour étiquetage de séquences pdf file Étude des réseaux de neurones récurrents pour étiquetage de séquences BibTex reference
T. Tian, Marco Dinarelli, I. Tellier, P. Dias Cardoso
Domain Adaptation for Named Entity Recognition Using CRFs
Language Resources Evaluation Conferences (LREC), Portoroz, Slovenia, 2016.
Domain Adaptation for Named Entity Recognition Using CRFs pdf file Domain Adaptation for Named Entity Recognition Using CRFs BibTex reference
Marco Dinarelli, I. Tellier
New Recurrent Neural Network Variants for Sequence Labeling
International Conference on Intelligent Text Processing and Computational Linguistics (CICling), Konya, Turkey, 2016.
Published in Lecture Notes in Computer Sciences (LNCS), Springer
New Recurrent Neural Network Variants for Sequence Labeling pdf file New Recurrent Neural Network Variants for Sequence Labeling BibTex reference
A. Désoyer, F. Landragin, I. Tellier, A. Lefevre, J.-Y. Antoine, Marco Dinarelli
Coreference Resolution for French Oral Data: Machine Learning Experiments with ANCOR
International Conference on Intelligent Text Processing and Computational Linguistics (CICling), Konya, Turkey, 2016.
Published in Lecture Notes in Computer Sciences (LNCS), Springer
Coreference Resolution for French Oral Data: Machine Learning Experiments with ANCOR pdf file Coreference Resolution for French Oral Data: Machine Learning Experiments with ANCOR BibTex reference
Y. Dupont, I. Tellier, C. Lautier, Marco Dinarelli
Extraction automatique d'affixes pour la reconnaissance d'entités nommées chimiques
Extraction et Gestion des Connaissances, Reims, France, 2016.
Accepted for publication
T. Tian, Marco Dinarelli, I. Tellier, P. Cardoso
Etiquetage morpho-syntaxique de tweets avec des CRF
Traitement Automatique des Langues Naturelles, Caen, France, 2015.
Etiquetage morpho-syntaxique de tweets avec des CRF pdf file Etiquetage morpho-syntaxique de tweets avec des CRF BibTex reference
A. Garcia-Fernandez, O. Ferret, Marco Dinarelli
Evaluation of Different Strategies for Domain Adaptation in Opinion Mining
Language Resources and Evaluation Conference (LREC), Reykjavik, Iceland, 2014.
Evaluation of Different Strategies for Domain Adaptation in Opinion Mining pdf file Evaluation of Different Strategies for Domain Adaptation in Opinion Mining BibTex reference
Marco Dinarelli, S. Rosset
Tree-Structured Named Entity Recognition on OCR Data: Analysis, Processing and Results
In Proceedings of the Language Resources and Evaluation Conference (LREC), Istanbul, Turkey, 2012.
Tree-Structured Named Entity Recognition on OCR Data: Analysis, Processing and Results pdf file Tree-Structured Named Entity Recognition on OCR Data: Analysis, Processing and Results BibTex reference
Marco Dinarelli, S. Rosset
Tree Representations in Probabilistic Models for Extended Named Entity Detection
In Proceedings of the European chapter of the Association for Computational Linguistics (EACL), Avignon, France, 2012.
Tree Representations in Probabilistic Models for Extended Named Entity Detection pdf file Tree Representations in Probabilistic Models for Extended Named Entity Detection BibTex reference
P. Zweigenbaum, C. Grouin, Marco Dinarelli, G. Wisniewski, S. Rosset
Résolution des coréférences dans des comptes rendus cliniques. Une expérimentation issue du défi i2b2/VA 2011
In proceedings of Reconnaissance des Formes et l'Intelligence Artificielle (RFIA), 2012
Résolution des coréférences dans des comptes rendus cliniques. Une expérimentation issue du défi i2b2/VA 2011 pdf file Résolution des coréférences dans des comptes rendus cliniques. Une expérimentation issue du défi i2b2/VA 2011 BibTex reference
Marco Dinarelli, S. Rosset
Models Cascade for Tree-Structured Named Entity Detection
In Proceedings of International Joint Conference on Natural Language Processing (IJCNLP), Chiang Mai, Thailand, 2011.
Models Cascade for Tree-Structured Named Entity Detection pdf file Models Cascade for Tree-Structured Named Entity Detection BibTex reference
A. Garcia-Fernandez, A.L. Ligozat, Marco Dinarelli, D. Bernhard
When was it written ? Automatically Determining Publication Dates
In proceedings of String Processing and Information Retrieval (SPIRE), Pisa, Italy, 2011.
When was it written ? Automatically Determining Publication Dates pdf file Draft When was it written ? Automatically Determining Publication Dates BibTex reference
Marco Dinarelli, S. Rosset
Hypotheses Selection Criteria in a Reranking Framework for Spoken Language Understanding
In Proceedings of Empirical Methods for Natural Language Processing (EMNLP), Edinburgh, U.K., 2011.
Hypotheses Selection Criteria in a Reranking Framework for Spoken Language Understanding pdf file Hypotheses Selection Criteria in a Reranking Framework for Spoken Language Understanding BibTex reference
Marco Dinarelli, E. Stepanov, S. Varges, G. Riccardi
The LUNA Spoken Dialog System: Beyond Utterance Classification
In Proceedings of International Conference of Acoustics, Speech and Signal Processing (ICASSP), Dallas, USA, 2010.
The LUNA Spoken Dialog System: Beyond Utterance Classification pdf file The LUNA Spoken Dialog System: Beyond Utterance Classification BibTex reference
Marco Dinarelli, A. Moschitti, G. Riccardi
Reranking Models Based On Small Training Data For Spoken Language Understanding
In Proceedings of Empirical Methods for Natural Language Processing (EMNLP), Singapore, 2009.
Reranking Models Based On Small Training Data For Spoken Language Understanding pdf file Reranking Models Based On Small Training Data For Spoken Language Understanding BibTex reference
S. Quarteroni, G. Riccardi, Marco Dinarelli
What's In An Ontology For Spoken Language Understanding
In Proceedings of Interspeech, Brighton, U.K., 2009.
What's In An Ontology For Spoken Language Understanding pdf file What's In An Ontology For Spoken Language Understanding BibTex reference
Marco Dinarelli, A. Moschitti, G. Riccardi
Concept Segmentation And Labeling For Conversational Speech
In Proceedings of Interspeech, Brighton, U.K., 2009.
Concept Segmentation And Labeling For Conversational Speech pdf file Concept Segmentation And Labeling For Conversational Speech BibTex reference
Marco Dinarelli, A. Moschitti, G. Riccardi
Reranking Models for Spoken Language Understanding
In Proceedings of the European chapter of the Association for Computational Linguistics (EACL), Athens, Greece, 2009.
Reranking Models for Spoken Language Understanding pdf file Reranking Models for Spoken Language Understanding BibTex reference

Workshops

R. Whetten, T. Parcollet, Marco Dinarelli, Y. Estève
An Analysis of Linear Complexity Attention Substitutes with BEST-RQ
International Spoken Language Technology Workshop, Macao, 2024.
An Analysis of Linear Complexity Attention Substitutes with BEST-RQ pdf file An Analysis of Linear Complexity Attention Substitutes with BEST-RQ BibTex reference
R. Whetten, T. Parcollet, Marco Dinarelli, Y. Estève
Open Implementation and Study of BEST-RQ for Speech Processing
ICASSP Workshop on Self-Supervision in Audio, Speech and Beyond (SASB), Seoul, 2024.
Open Implementation and Study of BEST-RQ for Speech Processing pdf file Open Implementation and Study of BEST-RQ for Speech Processing BibTex reference
L. Lupo, Marco Dinarelli, L. Besacier
Encoding Sentence Position in Context-Aware Neural Machine Translation with Concatenation
Workshop on Insights from Negative Results in NLP, Dubrovnik, Croatia, 2023.
Encoding Sentence Position in Context-Aware Neural Machine Translation with Concatenation pdf file Encoding Sentence Position in Context-Aware Neural Machine Translation with Concatenation BibTex reference
E. Gugliotta, Marco Dinarelli, O. Kraif
Multi-Task Sequence Prediction For Tunisian Arabizi Multi-Level Annotation
The Fifth Arabic Natural Language Processing Workshop (WANLP), Barcelona, Spain, 2020.
Multi-Task Sequence Prediction For Tunisian Arabizi Multi-Level Annotation pdf file Multi-Task Sequence Prediction For Tunisian Arabizi Multi-Level Annotation BibTex reference
T. Tian, I. Tellier, Marco Dinarelli, P. Dias Cardoso
Understanding Social Media Texts with Minimum Human Effort on #Twitter
Language and the new (instant) media (PLIN), Louvain-la-Neuve, Belgium, 2016.
Accepted for publication
T. Tian, Marco Dinarelli, I. Tellier
Data Adaptation for Named Entity Recognition on Tweets with Features-Rich CRF
ACL Workshop on Noisy User-generated Text: Twitter Lexical Normalization and Named Entity Recognition, Beijing, China, 2015.
Data Adaptation for Named Entity Recognition on Tweets with Features-Rich CRF pdf file Data Adaptation for Named Entity Recognition on Tweets with Features-Rich CRF BibTex reference
A. Allauzen, N. Pécheux, Q.K. Do, Marco Dinarelli, T. Lavergne, A. Max, H.S. Le, F. Yvon
LIMSI @ WMT'13
Eighth Workshop on Statistical Machine Translation (WMT), Sophia, Bulgary, 2013.
LIMSI @ WMT'13 pdf file LIMSI @ WMT'13 BibTex reference
C. Grouin, Marco Dinarelli, S. Rosset, G. Wisniewski, P. Zweigenbaum
Coreference Resolution in Clinical Reports. The LIMSI Participation in the i2b2/VA 2011 Challenge
In Proceedings of i2b2/VA 2011 Coreference Resolution Workshop, 2011.
Coreference Resolution in Clinical Reports. The LIMSI Participation in the i2b2/VA 2011 Challenge pdf file Coreference Resolution in Clinical Reports. The LIMSI Participation in the i2b2/VA 2011 Challenge BibTex reference
A. Garcia-Fernandez, A.L. Ligozat, Marco Dinarelli, D. Bernhard
Méthodes pour l'archéologie linguistique : datation par combinaison d'indices temporels
Workshop DEfi Fouille de Text (DEFT) associé à la conférence francophone TALN, Montpellier, France, 2011.
Méthodes pour l'archéologie linguistique : datation par combinaison d'indices temporels pdf file Méthodes pour l'archéologie linguistique : datation par combinaison d'indices temporels BibTex reference
Marco Dinarelli, A. Moschitti, G. Riccardi
Hypotheses Selection For Re-ranking Semantic Annotations
IEEE Workshop on Spoken Language Technology (SLT), Berkeley, U.S.A., 2010.
Hypotheses Selection For Re-ranking Semantic Annotations pdf file Hypotheses Selection For Re-ranking Semantic Annotations BibTex reference
S. Quarteroni, Marco Dinarelli, G. Riccardi
Ontology-Based Grounding Of Spoken Language Understanding
IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), Merano, Italy, 2009.
Ontology-Based Grounding Of Spoken Language Understanding pdf file Ontology-Based Grounding Of Spoken Language Understanding BibTex reference
Marco Dinarelli, S. Quarteroni, S. Tonelli, A. Moschitti, G. Riccardi
Annotating Spoken Dialogs: from Speech Segments to Dialog Acts and Frame Semantics
EACL Workshop on Semantic Representation of Spoken Language, Athens, Greece, 2009.
Annotating Spoken Dialogs: from Speech Segments to Dialog Acts and Frame Semantics pdf file Annotating Spoken Dialogs: from Speech Segments to Dialog Acts and Frame Semantics BibTex reference
Marco Dinarelli, A. Moschitti, G. Riccardi
Joint Generative and Discriminative Models for Spoken Language Understanding
IEEE Workshop on Spoken Language Technology (SLT), Goa, India, 2008.
Joint Generative and Discriminative Models for Spoken Language Understanding pdf file Joint Generative and Discriminative Models for Spoken Language Understanding BibTex reference
A. Bisazza, Marco Dinarelli, S. Quarteroni, S. Tonelli, A. Moschitti, G. Riccardi
Semantic Annotation for Conversational Speech
IEEE Workshop on Spoken Language Technology (SLT), Goa, India, 2008.
Semantic Annotation for Conversational Speech pdf file Semantic Annotation for Conversational Speech BibTex reference

Technical Reports

L. Lupo, Marco Dinarelli, L. Besacier
Divide and Rule: Training Context-Aware Multi-Encoder Translation Models with Little Resources
arXiv preprint, 2021.
Divide and Rule: Training Context-Aware Multi-Encoder Translation Models with Little Resources pdf file Divide and Rule: Training Context-Aware Multi-Encoder Translation Models with Little Resources BibTex reference
Marco Dinarelli, L. Grobol
Hybrid Neural Models For Sequence Modelling: The Best Of Three Worlds
arXiv Technical Report, 2019.
English translation of the 2019 TALN paper
Hybrid Neural Models For Sequence Modelling: The Best Of Three Worlds pdf file Hybrid Neural Models For Sequence Modelling: The Best Of Three Worlds BibTex reference
Marco Dinarelli, Y. Dupont, I. Tellier
Effective Spoken Language Labeling with Deep Recurrent Neural Networks
arXiv Technical Report, 2017.
Effective Spoken Language Labeling with Deep Recurrent Neural Networks pdf file Effective Spoken Language Labeling with Deep Recurrent Neural Networks BibTex reference
Marco Dinarelli, I. Tellier
Improving Recurrent Neural Networks for Sequence Labelling
arXiv Technical Report, 2016.
Improving Recurrent Neural Networks for Sequence Labelling pdf file Improving Recurrent Neural Networks for Sequence Labelling BibTex reference

Ph.D. Thesis

Marco Dinarelli
Spoken Language Understanding: from Spoken Utterances to Semantic Structures
Ph.D. Dissertation, University of Trento
Department of Computer Science and Information Engineering (DISI), Italy, 2010.
Spoken Language Understanding: from Spoken Utterances to Semantic Structures pdf file Spoken Language Understanding: from Spoken Utterances to Semantic Structures BibTex reference