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 


LaTTiCe-CNRS
UMR 8094
Office 9
1 rue Maurice Arnoux
92120 Montrouge, France

Email:
marco [dot] dinarelli [at] ens [dot] fr
marco [dot] dinarelli [at] gmail [dot] com

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Latest news

2017 / 06 / 28:
Chair of the session Vector representations at the French conference TALN 2017

2017 / 05 / 22:
Paper accepted at the Interspeech 2017 conference

Scientific publications

Organize by:    type         subject         year

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

Journals

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.
Accepted for publication
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

Marco Dinarelli, V. Vukotic, C. Raymond
Label-dependency coding in Simple Recurrent Networks for Spoken Language Understanding
In proceedings of Interspeech, Stockholm, Sweden, 2017.
Accepted for publication
T. Tian, I. Tellier, Marco Dinarelli, P. Cardoso
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.
Accepted for publication
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.
Accepted for publication
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.
Accepted for publication
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

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

Marco Dinarelli, Y. Dupont, I. Tellier
Effective Spoken Language Labeling with Deep Recurrent Neural Networks
arXiv Technical Report, 2017.
Accepted for publication
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