Nathalie Camelin

Orcid: 0000-0001-6786-1372

According to our database1, Nathalie Camelin authored at least 53 papers between 2005 and 2022.

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Bibliography

2022
Are Embedding Spaces Interpretable? Results of an Intrusion Detection Evaluation on a Large French Corpus.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Impact Analysis of the Use of Speech and Language Models Pretrained by Self-Supersivion for Spoken Language Understanding.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

The Spoken Language Understanding MEDIA Benchmark Dataset in the Era of Deep Learning: data updates, training and evaluation tools.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Evaluation of weakly-supervised methods for aspect extraction.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

ASR-Generated Text for Language Model Pre-training Applied to Speech Tasks.
Proceedings of the Interspeech 2022, 2022

2021
SINr: Fast Computing of Sparse Interpretable Node Representations is not a Sin!
Proceedings of the Advances in Intelligent Data Analysis XIX, 2021

End2End Acoustic to Semantic Transduction.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
A study of continuous space word and sentence representations applied to ASR error detection.
Speech Commun., 2020

A Multimodal Educational Corpus of Oral Courses: Annotation, Analysis and Case Study.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Toward Qualitative Evaluation of Embeddings for Arabic Sentiment Analysis.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

2019
Plongements lexicaux spécifiques à la langue arabe : application à l'analyse d'opinions (Arabic-specific embedddings : application in Sentiment Analysis).
Proceedings of the Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Volume II : Articles courts, 2019

Curriculum-Based Transfer Learning for an Effective End-to-End Spoken Language Understanding and Domain Portability.
Proceedings of the Interspeech 2019, 2019

An Empirical Evaluation of Arabic-Specific Embeddings for Sentiment Analysis.
Proceedings of the Arabic Language Processing: From Theory to Practice, 2019

Apprentissage et évaluation de plongements lexicaux sur un corpus SNCF en langue spécialisée.
Proceedings of the Extraction et Gestion des connaissances, 2019

2018
Des représentations continues de mots pour l'analyse d'opinions en arabe: une étude qualitative (Word embeddings for Arabic sentiment analysis : a qualitative study).
Proceedings of the Actes de la Conférence TALN. CORIA-TALN-RJC 2018 - Volume 1, 2018

End-To-End Named Entity And Semantic Concept Extraction From Speech.
Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Simulating ASR errors for training SLU systems.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

FrNewsLink : a corpus linking TV Broadcast News Segments and Press Articles.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Arabic Sentiment Analysis: An Empirical Study of Machine Translation's Impact.
Proceedings of the second Conference on Language Processing and Knowledge Management, 2018

Task Specific Sentence Embeddings for ASR Error Detection.
Proceedings of the Interspeech 2018, 2018

2017
Enriching Confusion Networks for Post-processing.
Proceedings of the Statistical Language and Speech Processing, 2017

ASR Error Management for Improving Spoken Language Understanding.
Proceedings of the Interspeech 2017, 2017

Evaluating Automatic Topic Segmentation as a Segment Retrieval Task.
Proceedings of the Interspeech 2017, 2017

2016
Des Réseaux de Neurones avec Mécanisme d'Attention pour la Compréhension de la Parole (Exploring the use of Attention-Based Recurrent Neural Networks For Spoken Language Understanding ).
Proceedings of the Actes de la conférence conjointe JEP-TALN-RECITAL 2016. Volume 1 : JEP, 2016

Utilisation des représentations continues des mots et des paramètres prosodiques pour la détection d'erreurs dans les transcriptions automatiques de la parole (Combining continuous word representation and prosodic features for ASR error detection).
Proceedings of the Actes de la conférence conjointe JEP-TALN-RECITAL 2016. Volume 1 : JEP, 2016

Estimation de la qualité d'un système de reconnaissance de la parole pour une tâche de compréhension (Quality estimation of a Speech Recognition System for a Spoken Language Understanding task).
Proceedings of the Actes de la conférence conjointe JEP-TALN-RECITAL 2016. Volume 1 : JEP, 2016

Evaluation of acoustic word embeddings.
Proceedings of the 1st Workshop on Evaluating Vector-Space Representations for NLP, 2016

Word Embedding Evaluation and Combination.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Acoustic Word Embeddings for ASR Error Detection.
Proceedings of the Interspeech 2016, 2016

Title assignment for automatic topic segments in TV broadcast news.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Recent Improvements on Error Detection for Automatic Speech Recognition.
Proceedings of the 1st International Workshop on Multimodal Media Data Analytics co-located with the 22nd European Conference on Artificial Intelligence, 2016

2015
Segmentation et Titrage Automatique de Journaux Télévisés.
Proceedings of the Actes de la 22e conference sur le Traitement Automatique des Langues Naturelles. Articles courts, 2015

Combining Continuous Word Representation and Prosodic Features for ASR Error Prediction.
Proceedings of the Statistical Language and Speech Processing, 2015

Diachronic semantic cohesion for topic segmentation of TV broadcast news.
Proceedings of the INTERSPEECH 2015, 2015

Word embeddings combination and neural networks for robustness in ASR error detection.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Human annotation of ASR error regions: Is "gravity" a sharable concept for human annotators?
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Boosting bonsai trees for efficient features combination: application to speaker role identification.
Proceedings of the INTERSPEECH 2014, 2014

2013
An Investigation of Single-Pass ASR System Combination for Spoken Language Understanding.
Proceedings of the Statistical Language and Speech Processing, 2013

2012
Robustesse et portabilités multilingue et multi-domaines des systèmes de compréhension de la parole : les corpus du projet PortMedia (Robustness and portability of spoken language understanding systems among languages and domains : the PORTMEDIA project) [in French].
Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, 2012

Leveraging study of robustness and portability of spoken language understanding systems across languages and domains: the PORTMEDIA corpora.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

2011
Concept Discovery and Automatic Semantic Annotation for Language Understanding in an Information-Query Dialogue System Using Latent Dirichlet Allocation and Segmental Methods.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2011

Concept Discovery for Language Understanding in an Information-query Dialogue System.
Proceedings of the KDIR 2011, 2011

Unsupervised Concept Annotation using Latent Dirichlet Allocation and Segmental Methods.
Proceedings of the First workshop on Unsupervised Learning in NLP@EMNLP 2011, 2011

2010
Detection and Interpretation of Opinion Expressions in Spoken Surveys.
IEEE Trans. Speech Audio Process., 2010

On the use of machine translation for spoken language understanding portability.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
Error correction of proportions in spoken opinion surveys.
Proceedings of the INTERSPEECH 2009, 2009

2008
Automatic customer feedback processing: alarm detection in open question spoken messages.
Proceedings of the INTERSPEECH 2008, 2008

2007
Sequential Decision Strategies for Machine Interpretation of Speech.
IEEE Trans. Speech Audio Process., 2007

Analyse automatique de sondages téléphoniques d'opinion.
Proceedings of the Actes de la 14ème conférence sur le Traitement Automatique des Langues Naturelles. Posters, 2007

Speech mining in noisy audio message corpus.
Proceedings of the INTERSPEECH 2007, 2007

2006
Spoken Opinion Extraction for Detecting Variations in User Satisfaction.
Proceedings of the 2006 IEEE ACL Spoken Language Technology Workshop, 2006

Opinion mining in a telephone survey corpus.
Proceedings of the INTERSPEECH 2006, 2006

2005
Semantic Interpretation With Error Correction.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005


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