Benoît Favre

Orcid: 0000-0002-9777-4613

According to our database1, Benoît Favre authored at least 118 papers between 2004 and 2024.

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

Timeline

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Bibliography

2024
Text summary evaluation based on interpretable semantic textual similarity.
Multim. Tools Appl., January, 2024

2023
Are cascade dialogue state tracking models speaking out of turn in spoken dialogues?
CoRR, 2023

OLISIA: a Cascade System for Spoken Dialogue State Tracking.
CoRR, 2023

Reducing named entity hallucination risk to ensure faithful summary generation.
Proceedings of the 16th International Natural Language Generation Conference, 2023

Towards an Exhaustive Evaluation of Vision-Language Foundation Models.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Abstraction ou hallucination ? État des lieux et évaluation du risque pour les modèles de génération de résumés automatiques de type séquence-à-séquence (Abstraction or Hallucination ? Status and Risk assessment for sequence-to-sequence Automatic).
Proceedings of the Actes de la 29e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale, 2022

"Do you follow me?": A Survey of Recent Approaches in Dialogue State Tracking.
Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2022

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

Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies?
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Zero-Shot Aspect-Based Scientific Document Summarization using Self-Supervised Pre-training.
Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

Are Vision-Language Transformers Learning Multimodal Representations? A Probing Perspective.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Zero-Shot and Few-Shot Classification of Biomedical Articles in Context of the COVID-19 Pandemic.
Proceedings of the Workshop on Scientific Document Understanding co-located with 36th AAAI Conference on Artificial Inteligence, 2022

2021
Toward a Competency-based Approach to Co-designing Technologies with People with Intellectual Disability.
ACM Trans. Access. Comput., 2021

Multimodal Machine Learning for Natural Language Processing: Disambiguating Prepositional Phrase Attachments with Images.
Neural Process. Lett., 2021

Reproducibility in speech rate convergence experiments.
Lang. Resour. Evaluation, 2021

2020
Analyse sémantique robuste par apprentissage antagoniste pour la généralisation de domaine (Robust Semantic Parsing with Adversarial Learning for Domain Generalization ).
Proceedings of the Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 2020

Filtering conversations through dialogue acts labels for improving corpus-based convergence studies.
Proceedings of the 21th Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2020

Neural Representations of Dialogical History for Improving Upcoming Turn Acoustic Parameters Prediction.
Proceedings of the Interspeech 2020, 2020

A Framework for Information Accessibility in Large Video Repositories.
Proceedings of the CHIIR '20: Conference on Human Information Interaction and Retrieval, 2020

Engaging the Abilities of Participants with Intellectual Disabilityin IIR Research.
Proceedings of the CHIIR '20: Conference on Human Information Interaction and Retrieval, 2020

Designing an IIR Research Apparatus with Users with Severe Intellectual Disability.
Proceedings of the CHIIR '20: Conference on Human Information Interaction and Retrieval, 2020

2019
Typological Features for Multilingual Delexicalised Dependency Parsing.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Robust Semantic Parsing with Adversarial Learning for Domain Generalization.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Visual Disambiguation of Prepositional Phrase Attachments: Multimodal Machine Learning for Syntactic Analysis Correction.
Proceedings of the Advances in Computational Intelligence, 2019

Can We Predict Self-reported Customer Satisfaction from Interactions?
Proceedings of the IEEE International Conference on Acoustics, 2019

Contextual language understanding Thoughts on Machine Learning in Natural Language Processing.
, 2019

2018
Détection d'erreurs dans des transcriptions OCR de documents historiques par réseaux de neurones récurrents multi-niveau (Combining character level and word level RNNs for post-OCR error detection).
Proceedings of the Actes de la Conférence TALN. CORIA-TALN-RJC 2018 - Volume 1, 2018

Correction automatique d'attachements prépositionnels par utilisation de traits visuels (PP-attachement resolution using visual features).
Proceedings of the Actes de la Conférence, 2018

Evaluation automatique de la satisfaction client à partir de conversations de type "chat" par réseaux de neurones récurrents avec mécanisme d'attention (Customer satisfaction prediction with attention-based RNNs from a chat contact center corpus).
Proceedings of the Actes de la Conférence TALN. CORIA-TALN-RJC 2018 - Volume 1, 2018

Adding Syntactic Annotations to Flickr30k Entities Corpus for Multimodal Ambiguous Prepositional-Phrase Attachment Resolution.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Fusion multimodale image/texte par réseaux de neurones profonds pour la classification de documents imprimés.
Proceedings of the COnférence en Recherche d'Informations et Applications, 2018

Veyn at PARSEME Shared Task 2018: Recurrent Neural Networks for VMWE Identification.
Proceedings of the Joint Workshop on Linguistic Annotation, 2018

2017
Détection de coréférences de bout en bout en français (End-to-end coreference resolution for French).
Proceedings of the Actes des 24ème Conférence sur le Traitement Automatique des Langues Naturelles. Orléans, France, June 26-30, 2017, Volume 2, 2017

Apprentissage d'agents conversationnels pour la gestion de relations clients (Training chatbots for customer relation management).
Proceedings of the Actes des 24ème Conférence sur le Traitement Automatique des Langues Naturelles. Orléans, France, June 26-30, 2017 - Volume 3, 2017

Evaluation of word embeddings against cognitive processes: primed reaction times in lexical decision and naming tasks.
Proceedings of the 2nd Workshop on Evaluating Vector Space Representations for NLP, 2017

Correcting prepositional phrase attachments using multimodal corpora.
Proceedings of the 15th International Conference on Parsing Technologies, 2017

MultiLing 2017 Overview.
Proceedings of the Workshop on Summarization and Summary Evaluation Across Source Types and Genres, 2017

2016
Building a robust sentiment lexicon with (almost) no resource.
CoRR, 2016

Détection de concepts pertinents pour le résumé automatique de conversations par recombinaison de patrons (Relevant concepts detection for the automatic summary of conversations using patterns recombination).
Proceedings of the Actes de la conférence conjointe JEP-TALN-RECITAL 2016. Volume 2 : TALN (Articles longs), 2016

Fusion d'espaces de représentations multimodaux pour la reconnaissance du rôle du locuteur dans des documents télévisuels (Multimodal embedding fusion for robust speaker role recognition in video broadcast ).
Proceedings of the Actes de la conférence conjointe JEP-TALN-RECITAL 2016. Volume 1 : JEP, 2016

SENSEI-LIF at SemEval-2016 Task 4: Polarity embedding fusion for robust sentiment analysis.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

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

A Document Repository for Social Media and Speech Conversations.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Summarizing Behaviours: An Experiment on the Annotation of Call-Centre Conversations.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Beyond Utterance Extraction: Summary Recombination for Speech Summarization.
Proceedings of the Interspeech 2016, 2016

Joint Syntactic and Semantic Analysis with a Multitask Deep Learning Framework for Spoken Language Understanding.
Proceedings of the Interspeech 2016, 2016

Investigation of speaker embeddings for cross-show speaker diarization.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
MultiLing 2015: Multilingual Summarization of Single and Multi-Documents, On-line Fora, and Call-center Conversations.
Proceedings of the SIGDIAL 2015 Conference, 2015

Call Centre Conversation Summarization: A Pilot Task at Multiling 2015.
Proceedings of the SIGDIAL 2015 Conference, 2015

PERCOLATTE : A Multimodal Person Discovery System in TV Broadcast for the Medieval 2015 Evaluation Campaign.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

Adapting lexical representation and OOV handling from written to spoken language with word embedding.
Proceedings of the INTERSPEECH 2015, 2015

"speech is silver, but silence is golden": improving speech-to-speech translation performance by slashing users input.
Proceedings of the INTERSPEECH 2015, 2015

The SENSEI Project: Making Sense of Human Conversations.
Proceedings of the Future and Emergent Trends in Language Technology, 2015

Speaker diarization through speaker embeddings.
Proceedings of the 23rd European Signal Processing Conference, 2015

Concept-based Summarization using Integer Linear Programming: From Concept Pruning to Multiple Optimal Solutions.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Identification de personnes dans des flux multimédia.
Proceedings of the CORIA 2015 - Conférence en Recherche d'Infomations et Applications, 2015

Multimodal embedding fusion for robust speaker role recognition in video broadcast.
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

2014
Joint decoding of complementary utterances.
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

Automatically enriching spoken corpora with syntactic information for linguistic studies.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

A Repository of State of the Art and Competitive Baseline Summaries for Generic News Summarization.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Speaker adaptation of DNN-based ASR with i-vectors: does it actually adapt models to speakers?
Proceedings of the INTERSPEECH 2014, 2014

Person name recognition and linking from overlay text in TV broadcast shows.
Proceedings of the 2nd International Workshop on Speech, Language and Audio in Multimedia, 2014

Adapting dependency parsing to spontaneous speech for open domain spoken language understanding.
Proceedings of the INTERSPEECH 2014, 2014


Reranked aligners for interactive transcript correction.
Proceedings of the IEEE International Conference on Acoustics, 2014

Multiple-view constrained clustering for unsupervised face identification in TV-broadcast.
Proceedings of the IEEE International Conference on Acoustics, 2014

Retrieving the syntactic structure of erroneous ASR transcriptions for open-domain Spoken Language Understanding.
Proceedings of the IEEE International Conference on Acoustics, 2014

Scene understanding for identifying persons in TV shows: Beyond face authentication.
Proceedings of the 12th International Workshop on Content-Based Multimedia Indexing, 2014

2013
Open-Domain Multi-Document Summarization via Information Extraction: Challenges and Prospects.
Proceedings of the Multi-source, Multilingual Information Extraction and Summarization, 2013

Understand the Global Economic Crisis: a Text Summarization Approach.
Intell. Syst. Account. Finance Manag., 2013

Searching segments of interest in single story web-videos.
Proceedings of the 14th International Workshop on Image Analysis for Multimedia Interactive Services, 2013

Automatic human utility evaluation of ASR systems: does WER really predict performance?
Proceedings of the INTERSPEECH 2013, 2013


ASR error segment localization for spoken recovery strategy.
Proceedings of the IEEE International Conference on Acoustics, 2013

"Can you give me another word for hyperbaric?": Improving speech translation using targeted clarification questions.
Proceedings of the IEEE International Conference on Acoustics, 2013

Unsupervised face identification in TV content using audio-visual sources.
Proceedings of the 11th International Workshop on Content-Based Multimedia Indexing, 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

Percol0 - un système multimodal de détection de personnes dans des documents vidéo (Percol0 - A multimodal person detection system in video documents) [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

Syntactic annotation of spontaneous speech: application to call-center conversation data.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Detecting person presence in TV shows with linguistic and structural features.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Generative Constituent Parsing and Discriminative Dependency Reranking: Experiments on English and French.
Proceedings of the Joint Workshop on Statistical Parsing and Semantic Processing of Morphologically Rich Languages, 2012

2011
Modèles génératif et discriminant en analyse syntaxique : expériences sur le corpus arboré de Paris 7 (Generative and discriminative models in parsing: experiments on the Paris 7 Treebank).
Proceedings of the Actes de la 18e conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 2011

LIF at TAC MultiLing: Towards a Truly Language Independent Summarizer.
Proceedings of the Fourth Text Analysis Conference, 2011

TAC2011 MultiLing Pilot Overview.
Proceedings of the Fourth Text Analysis Conference, 2011

StuMaBa : From Deep Representation to Surface.
Proceedings of the ENLG 2011, 2011

Applying Multiclass Bandit algorithms to call-type classification.
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

MACAON An NLP Tool Suite for Processing Word Lattices.
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, 19-24 June, 2011, Portland, Oregon, USA, 2011

2010
The CALO Meeting Assistant System.
IEEE Trans. Speech Audio Process., 2010

Long story short - Global unsupervised models for keyphrase based meeting summarization.
Speech Commun., 2010

Semi-supervised part-of-speech tagging in speech applications.
Proceedings of the INTERSPEECH 2010, 2010

The UMUS System for Named Entity Generation at GREC 2010.
Proceedings of the INLG 2010, 2010

Evaluation of semantic role labeling and dependency parsing of automatic speech recognition output.
Proceedings of the IEEE International Conference on Acoustics, 2010

Re-ranking Summaries Based on Cross-Document Information Extraction.
Proceedings of the Information Retrieval Technology, 2010

2009
Generative and Discriminative Methods Using Morphological Information for Sentence Segmentation of Turkish.
IEEE Trans. Speech Audio Process., 2009

The ICSI/UTD Summarization System at TAC 2009.
Proceedings of the Second Text Analysis Conference, 2009

Leveraging sentence weights in a concept-based optimization framework for extractive meeting summarization.
Proceedings of the INTERSPEECH 2009, 2009

Combined low level and high level features for out-of-vocabulary word detection.
Proceedings of the INTERSPEECH 2009, 2009

Clusterrank: a graph based method for meeting summarization.
Proceedings of the INTERSPEECH 2009, 2009

Phrase and word level strategies for detecting appositions in speech.
Proceedings of the INTERSPEECH 2009, 2009

A global optimization framework for meeting summarization.
Proceedings of the IEEE International Conference on Acoustics, 2009

Syntactically-informed models for comma prediction.
Proceedings of the IEEE International Conference on Acoustics, 2009

Integrating prosodic features in extractive meeting summarization.
Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

Any questions? Automatic question detection in meetings.
Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

2008
Speech segmentation and spoken document processing.
IEEE Signal Process. Mag., 2008

The ICSI Summarization System at TAC 2008.
Proceedings of the First Text Analysis Conference, 2008


A keyphrase based approach to interactive meeting summarization.
Proceedings of the 2008 IEEE Spoken Language Technology Workshop, 2008

Efficient sentence segmentation using syntactic features.
Proceedings of the 2008 IEEE Spoken Language Technology Workshop, 2008

Packing the meeting summarization knapsack.
Proceedings of the INTERSPEECH 2008, 2008

Punctuating speech for information extraction.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Résumé automatique de parole pour un accès efficace aux bases de données audio. (Efficient Access to Speech Databases through Automatic Summarization).
PhD thesis, 2007

Cross-Genre Feature Comparisons for Spoken Sentence Segmentation.
Int. J. Semantic Comput., 2007

An interactive timeline for speech database browsing.
Proceedings of the INTERSPEECH 2007, 2007

2006
Accès aux connaissances orales par le résumé automatique.
Proceedings of the Extraction et gestion des connaissances (EGC'2006), 2006

2005
Robust Named Entity Extraction from Large Spoken Archives.
Proceedings of the HLT/EMNLP 2005, 2005

Mining broadcast news data: robust information extraction from word lattices.
Proceedings of the INTERSPEECH 2005, 2005

2004
Information retrieval on mixed written and spoken documents.
Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2004


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