Pascale Sébillot

Orcid: 0000-0002-5429-4302

According to our database1, Pascale Sébillot authored at least 78 papers between 1991 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Recherche de relation à partir d'un seul exemple fondée sur un modèle N-way K-shot : une histoire de distracteurs.
Proceedings of the Actes de la 31ème Conférence sur le Traitement Automatique des Langues Naturelles, 2024

2023
Derrière les plongements de relations.
Proceedings of the Actes de CORIA-TALN 2023. Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles, TALN 2023 - Volume 1 : travaux de recherche originaux, 2023

Géométrie de l'auto-attention en classification : quand la géométrie remplace l'attention.
Proceedings of the Actes de CORIA-TALN 2023. Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles, TALN 2023 - Volume 1 : travaux de recherche originaux, 2023

Regularization, Semi-supervision, and Supervision for a Plausible Attention-Based Explanation.
Proceedings of the Natural Language Processing and Information Systems, 2023

2022
Filtrage et régularisation pour améliorer la plausibilité des poids d'attention dans la tâche d'inférence en langue naturelle (Filtering and regularization to improve the plausibility of attention weights in NLI).
Proceedings of the Actes de la 29e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale, 2022

Une étude statistique des plongements dans les modèles transformers pour le français (An empirical statistical study of embeddings in French transformers).
Proceedings of the Actes de la 29e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale, 2022

2021
Active Learning for Interactive Relation Extraction in a French Newspaper's Articles.
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

A Study of the Plausibility of Attention between RNN Encoders in Natural Language Inference.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020
Relation, es-tu là ? Détection de relations par LSTM pour améliorer l'extraction de relations (Relation, are you there ? LSTM-based relation detection to improve knowledge extraction ).
Proceedings of the Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 2020

A Novel Path-Based Entity Relatedness Measure for Efficient Collective Entity Linking.
Proceedings of the Semantic Web - ISWC 2020, 2020

A correlation-based entity embedding approach for robust entity linking.
Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

IRISA System for Entity Detection and Linking at CLEF HIPE 2020.
Proceedings of the Working Notes of CLEF 2020, 2020

2019
Using Knowledge Base Semantics in Context-Aware Entity Linking.
Proceedings of the ACM Symposium on Document Engineering 2019, 2019

2018
Disfluency Insertion for Spontaneous TTS: Formalization and Proof of Concept.
Proceedings of the Statistical Language and Speech Processing, 2018

2017
Statistical Pronunciation Adaptation for Spontaneous Speech Synthesis.
Proceedings of the Text, Speech, and Dialogue - 20th International Conference, 2017

Ajout automatique de disfluences pour la synthèse de la parole spontanée : formalisation et preuve de concept (Automatic disfluency insertion towards spontaneous TTS : formalization and proof of concept).
Proceedings of the Actes des 24ème Conférence sur le Traitement Automatique des Langues Naturelles, 2017

Exploiting Multimodality in Video Hyperlinking to Improve Target Diversity.
Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

Linking Multimedia Content for Efficient News Browsing.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Language-based Construction of Explorable News Graphs for Journalists.
Proceedings of the 2017 Workshop: Natural Language Processing meets Journalism, 2017

Graphes typés pour l'exploration d'actualités.
Proceedings of the Actes des 13èmes journées francophones sur les Entrepôts de Données et l'Analyse en Ligne, 2017

2016
Préface.
Trait. Autom. des Langues, 2016

IRISA at TrecVid2016: Crossmodality, Multimodality and Monomodality for Video Hyperlinking.
Proceedings of the 2016 TREC Video Retrieval Evaluation, 2016

Évaluation dune nouvelle structuration thématique hiérarchique des textes dans un cadre de résumé automatique et de détection d'ancres au sein de vidéos (Evaluation of a novel hierarchical thematic structuring of texts in the framework of text summarization and anchor detection for video hyperlinking).
Proceedings of the Actes de la conférence conjointe JEP-TALN-RECITAL 2016. Volume 2 : TALN (Articles longs), 2016

Adaptation de la prononciation pour la synthèse de la parole spontanée en utilisant des informations linguistiques (Pronunciation adaptation for spontaneous speech synthesis using linguistic information).
Proceedings of the Actes de la conférence conjointe JEP-TALN-RECITAL 2016. Volume 1 : JEP, 2016

Shaping-Up Multimedia Analytics: Needs and Expectations of Media Professionals.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

2015
Préface.
Trait. Autom. des Langues, 2015

IRISA at TrecVid 2015: Leveraging Multimodal LDA for Video Hyperlinking.
Proceedings of the 2015 TREC Video Retrieval Evaluation, 2015

Vers une typologie de liens entre contenus journalistiques.
Proceedings of the Actes de la 22e conference sur le Traitement Automatique des Langues Naturelles. Articles courts, 2015

Probabilistic Speaker Pronunciation Adaptation for Spontaneous Speech Synthesis Using Linguistic Features.
Proceedings of the Statistical Language and Speech Processing, 2015

Hierarchical Topic Structuring: From Dense Segmentation to Topically Focused Fragments via Burst Analysis.
Proceedings of the Recent Advances in Natural Language Processing, 2015

Hierarchical Topic Models for Language-based Video Hyperlinking.
Proceedings of the Third Edition Workshop on Speech, Language & Audio in Multimedia, 2015

IRISA at MediaEval 2015: Search and Anchoring in Video Archives Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

2014
Préface.
Trait. Autom. des Langues, 2014

Text recognition in multimedia documents: a study of two neural-based OCRs using and avoiding character segmentation.
Int. J. Document Anal. Recognit., 2014

IRISA and KUL at MediaEval 2014: Search and Hyperlinking Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014

Investigating domain-independent nlp techniques for precise target selection in video hyperlinking.
Proceedings of the 2nd International Workshop on Speech, Language and Audio in Multimedia, 2014

2013
A probabilistic segment model combining lexical cohesion and disruption for topic segmentation (Un modèle segmental probabiliste combinant cohésion lexicale et rupture lexicale pour la segmentation thématique) [in French].
Proceedings of the Traitement Automatique des Langues Naturelles, 2013

Multimedia information seeking through search and hyperlinking.
Proceedings of the International Conference on Multimedia Retrieval, 2013

HITS and IRISA at MediaEval 2013: Search and Hyperlinking Task.
Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, 2013

Leveraging Lexical Cohesion and Disruption for Topic Segmentation.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Automatic Acquisition of GL Resources, Using an Explanatory, Symbolic Technique.
Proceedings of the Advances in Generative Lexicon Theory, 2013

2012
Enhancing lexical cohesion measure with confidence measures, semantic relations and language model interpolation for multimedia spoken content topic segmentation.
Comput. Speech Lang., 2012

IRISA at MediaEval 2012: Search and Hyperlinking Task.
Proceedings of the Working Notes Proceedings of the MediaEval 2012 Workshop, 2012

Text Recognition in Videos Using a Recurrent Connectionist Approach.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

Proper Noun Semantic Clustering Using Bag-of-Vectors.
Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012

Combining Multi-scale Character Recognition and Linguistic Knowledge for Natural Scene Text OCR.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

Semantic Clustering using Bag-of-Bag-of-Features.
Proceedings of the CORIA (Conférence en Recherche d'Infomations et Applications), 2012

2011
Exploiting Speech for Automatic TV Delinearization: From Streams to Cross-Media Semantic Navigation.
EURASIP J. Image Video Process., 2011

A Scalable Video Search Engine Based on Audio Content Indexing and Topic Segmentation
CoRR, 2011

Utilisation de critères linguistiques de surface pour l'extraction de relation dans les textes bio-médicaux (Using shallow linguistic features for relation extraction in bio-medical texts).
Proceedings of the Actes de la 18e conférence sur le Traitement Automatique des Langues Naturelles. Articles courts, 2011

A comprehensive neural-based approach for text recognition in videos using natural language processing.
Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Automatically finding semantically consistent n-grams to add new words in LVCSR systems.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Morpho-syntactic post-processing of N-best lists for improved French automatic speech recognition.
Comput. Speech Lang., 2010

Utilisation de relations sémantiques pour améliorer la segmentation thématique de documents télévisuels.
Proceedings of the Actes de la 17e conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 2010

Improving ASR-based topic segmentation of TV programs with confidence measures and semantic relations.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

2009
Can Automatic Speech Transcripts Be Used for Large Scale TV Stream Description and Structuring?
Proceedings of the 11th IEEE International Symposium on Multimedia, 2009

Constraint selection for topic-based MDI adaptation of language models.
Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

2008
Un modèle multi-sources pour la segmentation en sujets de journaux radiophoniques.
Proceedings of the Actes de la 15ème conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 2008

Automatic acquisition of lexical semantic information using medium to small corpora.
Proceedings of the First International Workshop on Spoken Languages Technologies for Under-Resourced Languages, 2008

On the Use of Web Resources and Natural Language Processing Techniques to Improve Automatic Speech Recognition Systems.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

Morphosyntactic Resources for Automatic Speech Recognition.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

An unsupervised web-based topic language model adaptation method.
Proceedings of the IEEE International Conference on Acoustics, 2008

Toward the Integration of Natural Language Processing and Automatic Speech Recognition: Using Morpho-Syntax and Pragmatics for Transcription.
Proceedings of the Multimodal Processing and Interaction, Audio, Video, Text, 2008

2007
Combining linguistic indexes to improve the performances of information retrieval systems: a machine learning based solution.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications) - RIAO 2007, 8th International Conference, Carnegie Mellon University, Pittsburgh, PA, USA, May 30, 2007

Morphosyntactic processing of n-best lists for improved recognition and confidence measure computation.
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

Automatic Morphological Query Expansion Using Analogy-Based Machine Learning.
Proceedings of the Advances in Information Retrieval, 2007

Intégrer plus de connaissances linguistiques en recherche d'information peut-il augmenter les performances des systèmes ?
Proceedings of the COnférence en Recherche d'Infomations et Applications, 2007

2006
Utilisation de la linguistique en reconnaissance de la parole : un état de l'art
CoRR, 2006

Are Morphosyntactic Taggers Suitable to Improve Automatic Transcription?
Proceedings of the Text, Speech and Dialogue, 9th International Conference, 2006

Mise au jour semi-automatique de nuances sémantiques entre mots de sens proches.
Proceedings of the Actes de la 13ème conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 2006

2005
Combining statistical data analysis techniques to extract topical keyword classes from corpora.
Intell. Data Anal., 2005

2004
Extension de requêtes par lien sémantique nom-verbe acquis sur corpus.
Proceedings of the Actes de la 11ème conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 2004

From efficiency to portability: acquisition of semantic relations by semi-supervised machine learning.
Proceedings of the COLING 2004, 2004

2003
Learning Semantic Lexicons from a Part-of-Speech and Semantically Tagged Corpus Using Inductive Logic Programming.
J. Mach. Learn. Res., 2003

2002
Acquisition of Qualia Elements from Corpora - Evaluation of a Symbolic Learning Method.
Proceedings of the Third International Conference on Language Resources and Evaluation, 2002

Apprentissage sur corpus de relations lexicales sémantiques - La linguistique et l'apprentissage au service d'applications du traitement automatique des langues. (Corpus-based acquisition of semantic lexical relations - Linguistics and machine learning in the service of natural language processing applications).
, 2002

2000
Inductive Logic Programming for Corpus-Based Acquisition of Semantic Lexicons.
Proceedings of the Fourth Conference on Computational Natural Language Learning, 2000

1991
A Logical-Based Language for Feature Specification and Transmission Control.
Proceedings of the Logic Programming, First Russian Conference on Logic Programming, Irkutsk, Russia, September 14-18, 1990, 1991


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