| 2026 | ICDAR | n-Gram Injection into Transformers for Dynamic Language Model Adaptation in Handwritten Text Recognition. | Florent Meyer, Laurent Guichard, Yann Soullard, Denis Coquenet, Guillaume Gravier, Bertrand Coasnon |
| 2026 | LREC | A Study on Building Efficient Zero-Shot Relation Extraction Models. | Hugo Thomas, Caio Corro, Guillaume Gravier, Pascale Sbillot |
| 2025 | ICDAR | Relaxed Syntax Modeling in Transformers for Future-Proof License Plate Recognition. | Florent Meyer, Laurent Guichard, Denis Coquenet, Guillaume Gravier, Yann Soullard, Bertrand Coasnon |
| 2024 | KES | One-shot relation retrieval in news archives: adapting N-way K-shot relation Classification for efficient knowledge extraction. | Hugo Thomas, Guillaume Gravier, Pascale Sbillot |
| 2023 | CIARP | Filtering Safe Temporal Motifs in Dynamic Graphs for Dissemination Purposes. | Carolina Jernimo, Simon Malinowski, Zenilton Kleber G. do Patrocnio Jr., Guillaume Gravier, Silvio Jamil Ferzoli Guimares |
| 2023 | DSAA | A Novel Method for Temporal Graph Classification based on Transitive Reduction. | Carolina Stephanie Jernimo de Almeida, Zenilton K. G. do Patrocnio, Simon Malinowski, Silvio Jamil Ferzoli Guimares, Guillaume Gravier |
| 2023 | NLDB | Regularization, Semi-supervision, and Supervision for a Plausible Attention-Based Explanation. | Duc Hau Nguyen, Cyrielle Mallart, Guillaume Gravier, Pascale Sbillot |
| 2021 | ICMLA | A Study of the Plausibility of Attention between RNN Encoders in Natural Language Inference. | Duc Hau Nguyen, Guillaume Gravier, Pascale Sbillot |
| 2021 | RANLP | Active Learning for Interactive Relation Extraction in a French Newspaper's Articles. | Cyrielle Mallart, Michel Le Nouy, Guillaume Gravier, Pascale Sbillot |
| 2020 | ICPR | Rethinking deep active learning: Using unlabeled data at model training. | Oriane Simoni, Mateusz Budnik, Yannis Avrithis, Guillaume Gravier |
| 2020 | ICTAI | A correlation-based entity embedding approach for robust entity linking. | Cheikh Brahim El Vaigh, Franois Torregrossa, Robin Allesiardo, Guillaume Gravier, Pascale Sbillot |
| 2020 | LREC | On the Correlation of Word Embedding Evaluation Metrics. | Franois Torregrossa, Vincent Claveau, Nihel Kooli, Guillaume Gravier, Robin Allesiardo |
| 2019 | CaiSE | Modelling changes in diaries, correspondence and authors' libraries to support research on reading: the READ-IT approach. | Alessio Antonini, Francesca Benatti, Edmund King, Franois Vignale, Guillaume Gravier |
| 2019 | DocEng | Using Knowledge Base Semantics in Context-Aware Entity Linking. | Cheikh Brahim El Vaigh, Franois Goasdou, Guillaume Gravier, Pascale Sbillot |
| 2017 | CBMI | Tag Propagation Approaches within Speaking Face Graphs for Multimodal Person Discovery. | Gabriel Barbosa da Fonseca, Izabela Lyon Freire, Zenilton K. G. Patrocnio Jr., Silvio Jamil Ferzoli Guimares, Gabriel Sargent, Ronan Sicre, Guillaume Gravier |
| 2017 | CBMI | Towards large scale multimedia indexing: A case study on person discovery in broadcast news. | Nam Le, Herv Bredin, Gabriel Sargent, Miquel India, Paula Lopez-Otero, Claude Barras, Camille Guinaudeau, Guillaume Gravier, Gabriel Barbosa da Fonseca, Izabela Lyon Freire, Zenilton K. G. Patrocnio Jr., Silvio Jamil Ferzoli Guimares, Gerard Mart, Josep Ramon Morros, Javier Hernando, Laura Doco Fernndez, Carmen Garca-Mateo, Sylvain Meignier, Jean-Marc Odobez |
| 2017 | EMNLP | Language-based Construction of Explorable News Graphs for Journalists. | Rmi Bois, Guillaume Gravier, Eric Jamet, Emmanuel Morin, Pascale Sbillot, Maxime Robert |
| 2017 | ICIAP | One-Step Time-Dependent Future Video Frame Prediction with a Convolutional Encoder-Decoder Neural Network. | Vedran Vukotic, Silvia-Laura Pintea, Christian Raymond, Guillaume Gravier, Jan C. van Gemert |
| 2017 | MMM | Exploiting Multimodality in Video Hyperlinking to Improve Target Diversity. | Rmi Bois, Vedran Vukotic, Anca-Roxana Simon, Ronan Sicre, Christian Raymond, Pascale Sbillot, Guillaume Gravier |
| 2016 | CBMI | Near-duplicate video detection based on an approximate similarity self-join strategy. | Henrique Batista da Silva, Zenilton K. G. do Patrocnio, Guillaume Gravier, Laurent Amsaleg, Arnaldo de Albuquerque Arajo, Silvio Jamil Ferzoli Guimares |
| 2016 | ICASSP | Audio word similarity for clustering with zero resources based on iterative HMM classification. | Amelie Royer, Guillaume Gravier, Vincent Claveau |
| 2016 | Interspeech | A Step Beyond Local Observations with a Dialog Aware Bidirectional GRU Network for Spoken Language Understanding. | Vedran Vukotic, Christian Raymond, Guillaume Gravier |
| 2016 | MMM | Shaping-Up Multimedia Analytics: Needs and Expectations of Media Professionals. | Guillaume Gravier, Martin Ragot, Laurent Amsaleg, Rmi Bois, Grgoire Jadi, Eric Jamet, Laura Monceaux, Pascale Sbillot |
| 2015 | CBMI | Learning to hash faces using large feature vectors. | Cassio E. dos Santos, Ewa Kijak, Guillaume Gravier, William Robson Schwartz |
| 2015 | Interspeech | Is it time to Switch to word embedding and recurrent neural networks for spoken language understanding? | Vedran Vukotic, Christian Raymond, Guillaume Gravier |
| 2015 | MMM | Content-Based Discovery of Multiple Structures from Episodes of Recurrent TV Programs Based on Grammatical Inference. | Bingqing Qu, Flicien Vallet, Jean Carrive, Guillaume Gravier |
| 2015 | RANLP | Hierarchical Topic Structuring: From Dense Segmentation to Topically Focused Fragments via Burst Analysis. | Anca-Roxana Simon, Pascale Sbillot, Guillaume Gravier |
| 2014 | Interspeech | Audio thumbnails for spoken content without transcription based on a maximum motif coverage criterion. | Guillaume Gravier, Nathan Souvira-Labastie, Sbastien Campion, Frdric Bimbot |
| 2014 | Interspeech | Investigating domain-independent nlp techniques for precise target selection in video hyperlinking. | Anca-Roxana Simon, Camille Guinaudeau, Pascale Sbillot, Guillaume Gravier |
| 2014 | LREC | The ETAPE speech processing evaluation. | Olivier Galibert, Jrmy Leixa, Gilles Adda, Khalid Choukri, Guillaume Gravier |
| 2014 | LREC | Bridging the gap between speech technology and natural language processing: an evaluation toolbox for term discovery systems. | Bogdan Ludusan, Maarten Versteegh, Aren Jansen, Guillaume Gravier, Xuan-Nga Cao, Mark Johnson, Emmanuel Dupoux |
| 2013 | BMVC | Oriented pooling for dense and non-dense rotation-invariant features. | Wan-Lei Zhao, Guillaume Gravier, Herv Jgou |
| 2013 | CBMI | Audio event detection in movies using multiple audio words and contextual Bayesian networks. | Cdric Penet, Claire-Hlne Demarty, Guillaume Gravier, Patrick Gros |
| 2013 | EMNLP | Leveraging Lexical Cohesion and Disruption for Topic Segmentation. | Anca-Roxana Simon, Guillaume Gravier, Pascale Sbillot |
| 2013 | ICASSP | The spoken web search task at MediaEval 2012. | Florian Metze, Xavier Anguera, Etienne Barnard, Marelie H. Davel, Guillaume Gravier |
| 2013 | Interspeech | MODIS: an audio motif discovery software. | Laurence Catanese, Nathan Souvira-Labastie, Bingqing Qu, Sbastien Campion, Guillaume Gravier, Emmanuel Vincent, Frdric Bimbot |
| 2013 | Interspeech | A Framework for Integrating Heterogeneous Sporadic Knowledge Sources into Automatic Speech Recognition. | Stefan Ziegler, Guillaume Gravier |
| 2013 | ISM | Searching for Near-Duplicate Video Sequences from a Scalable Sequence Aligner. | Leonardo S. de Oliveira, Zenilton K. G. do Patrocnio, Silvio Jamil Ferzoli Guimares, Guillaume Gravier |
| 2012 | ECCV | A Benchmarking Campaign for the Multimodal Detection of Violent Scenes in Movies. | Claire-Hlne Demarty, Cdric Penet, Guillaume Gravier, Mohammad Soleymani |
| 2012 | ECCV | Efficient Mining of Repetitions in Large-Scale TV Streams with Product Quantization Hashing. | Jiangbo Yuan, Guillaume Gravier, Sbastien Campion, Xiuwen Liu, Herv Jgou |
| 2012 | ICASSP | BABAZ: A large scale audio search system for video copy detection. | Herv Jgou, Jonathan Delhumeau, Jiangbo Yuan, Guillaume Gravier, Patrick Gros |
| 2012 | ICASSP | The Spoken Web Search Task at MediaEval 2011. | Florian Metze, Nitendra Rajput, Xavier Anguera, Marelie H. Davel, Guillaume Gravier, Charl Johannes van Heerden, Gautam Varma Mantena, Armando Muscariello, Kishore Prahallad, Igor Szke, Javier Tejedor |
| 2012 | ICASSP | Multimodal information fusion and temporal integration for violence detection in movies. | Cdric Penet, Claire-Hlne Demarty, Guillaume Gravier, Patrick Gros |
| 2012 | Interspeech | Lexical-phonetic automata for spoken utterance indexing and retrieval. | Julien Fayolle, Murat Saraclar, Fabienne Moreau, Christian Raymond, Guillaume Gravier |
| 2012 | Interspeech | Integrating Stress Information in Large Vocabulary Continuous Speech Recognition. | Bogdan Ludusan, Stefan Ziegler, Guillaume Gravier |
| 2012 | Interspeech | Using broad phonetic classes to guide search in automatic speech recognition. | Stefan Ziegler, Bogdan Ludusan, Guillaume Gravier |
| 2012 | LREC | The ETAPE corpus for the evaluation of speech-based TV content processing in the French language. | Guillaume Gravier, Gilles Adda, Niklas Paulsson, Matthieu Carr, Aude Giraudel, Olivier Galibert |
| 2012 | MMM | Improving Cluster Selection and Event Modeling in Unsupervised Mining for Automatic Audiovisual Video Structuring. | Anh-Phuong Ta, Mathieu Ben, Guillaume Gravier |
| 2011 | CBMI | An efficient method for the unsupervised discovery of signalling motifs in large audio streams. | Armando Muscariello, Guillaume Gravier, Frdric Bimbot |
| 2011 | ICASSP | Automatically finding semantically consistent n-grams to add new words in LVCSR systems. | Gwnol Lecorv, Guillaume Gravier, Pascale Sbillot |
| 2011 | ICASSP | Towards robust word discovery by self-similarity matrix comparison. | Armando Muscariello, Guillaume Gravier, Frdric Bimbot |
| 2011 | Interspeech | A Study on Auditory Feature Spaces for Speech-Driven Lip Animation. | Guylaine Le Jan, Yannick Benezeth, Guillaume Gravier, Frdric Bimbot |
| 2011 | Interspeech | Zero-Resource Audio-Only Spoken Term Detection Based on a Combination of Template Matching Techniques. | Armando Muscariello, Guillaume Gravier, Frdric Bimbot |
| 2010 | Interspeech | CRF-based combination of contextual features to improve a posteriori word-level confidence measures. | Julien Fayolle, Fabienne Moreau, Christian Raymond, Guillaume Gravier, Patrick Gros |
| 2010 | Interspeech | Improving ASR-based topic segmentation of TV programs with confidence measures and semantic relations. | Camille Guinaudeau, Guillaume Gravier, Pascale Sbillot |
| 2009 | ICASSP | Speaker adaptation by variable reference model subspace and application to large vocabulary speech recognition. | Wen Xuan Teng, Guillaume Gravier, Frdric Bimbot, Frdric Soufflet |
| 2009 | Interspeech | The ester 2 evaluation campaign for the rich transcription of French radio broadcasts. | Sylvain Galliano, Guillaume Gravier, Laura Chaubard |
| 2009 | Interspeech | Constraint selection for topic-based MDI adaptation of language models. | Gwnol Lecorv, Guillaume Gravier, Pascale Sbillot |
| 2009 | Interspeech | Audio keyword extraction by unsupervised word discovery. | Armando Muscariello, Guillaume Gravier, Frdric Bimbot |
| 2009 | ISM | Can Automatic Speech Transcripts Be Used for Large Scale TV Stream Description and Structuring? | Camille Guinaudeau, Guillaume Gravier, Pascale Sbillot |
| 2009 | MMM | Variability Tolerant Audio Motif Discovery. | Armando Muscariello, Guillaume Gravier, Frdric Bimbot |
| 2008 | ICASSP | An unsupervised web-based topic language model adaptation method. | Gwnol Lecorv, Guillaume Gravier, Pascale Sbillot |
| 2008 | ICASSP | Generalized driven decoding for speech recognition system combination. | Benjamin Lecouteux, Georges Linars, Yannick Estve, Guillaume Gravier |
| 2008 | LREC | Morphosyntactic Resources for Automatic Speech Recognition. | Stphane Huet, Guillaume Gravier, Pascale Sbillot |
| 2008 | LREC | On the Use of Web Resources and Natural Language Processing Techniques to Improve Automatic Speech Recognition Systems. | Gwnol Lecorv, Guillaume Gravier, Pascale Sbillot |
| 2007 | Interspeech | Morphosyntactic processing of n-best lists for improved recognition and confidence measure computation. | Stphane Huet, Guillaume Gravier, Pascale Sbillot |
| 2007 | Interspeech | Rapid speaker adaptation by reference model interpolation. | Wen Xuan Teng, Guillaume Gravier, Frdric Bimbot, Frdric Soufflet |
| 2006 | LREC | Corpus description of the ESTER Evaluation Campaign for the Rich Transcription of French Broadcast News. | Sylvain Galliano, Edouard Geoffrois, Guillaume Gravier, Jean-Franois Bonastre, Djamel Mostefa, Khalid Choukri |
| 2006 | MMSP | Score oriented Viterbi search in sport video structuring using HMM and segment models. | Manolis Delakis, Guillaume Gravier, Patrick Gros |
| 2005 | Interspeech | A model space framework for efficient speaker detection. | Mathieu Ben, Guillaume Gravier, Frdric Bimbot |
| 2005 | Interspeech | The ESTER phase II evaluation campaign for the rich transcription of French broadcast news. | Sylvain Galliano, Edouard Geoffrois, Djamel Mostefa, Khalid Choukri, Jean-Franois Bonastre, Guillaume Gravier |
| 2005 | Interspeech | Experiments on speaker tracking and segmentation in radio broadcast news. | Daniel Moraru, Mathieu Ben, Guillaume Gravier |
| 2004 | Interspeech | Speaker diarization using bottom-up clustering based on a parameter-derived distance between adapted GMMs. | Michael Betser, Frdric Bimbot, Mathieu Ben, Guillaume Gravier |
| 2004 | LREC | The ESTER Evaluation Campaign for the Rich Transcription of French Broadcast News. | Guillaume Gravier, Jean-Franois Bonastre, Edouard Geoffrois, Sylvain Galliano, Kevin McTait, Khalid Choukri |
| 2004 | MMSP | Tennis video abstraction from audio and visual cues. | Franois Coldefy, Patrick Bouthemy, Michael Betser, Guillaume Gravier |
| 2002 | ICASSP | Maximum entropy and MCE based HMM stream weight estimation for audio-visual ASR. | Guillaume Gravier, Scott Axelrod, Gerasimos Potamianos, Chalapathy Neti |
| 2001 | Interspeech | Integrating contextual phonological rules in a large vocabulary decoder. | Guillaume Gravier, Franois Yvon, Bruno Jacob, Frdric Bimbot |
| 2000 | ICASSP | A Markov random field based multi-band model. | Guillaume Gravier, Marc Sigelle, Grard Chollet |
| 2000 | ICPR | A Markov Random Field Model for Automatic Speech Recognition. | Guillaume Gravier, Marc Sigelle, Grard Chollet |
| 2000 | Interspeech | Speech modeling with state constrained Markov fields over frequency bands. | Vincent Arsigny, Grard Chollet, Guillaume Gravier, Marc Sigelle |
| 2000 | Interspeech | A further investigation on speech features for speaker characterization. | Ivan Magrin-Chagnolleau, Guillaume Gravier, Mouhamadou Seck, Olivier Boffard, Raphal Blouet, Frdric Bimbot |
| 1998 | Interspeech | Toward Markov random field modeling of speech. | Guillaume Gravier, Marc Sigelle, Grard Chollet |
| 1997 | Interspeech | Model dependent spectral representations for speaker recognition. | Guillaume Gravier, Chafic Mokbel, Grard Chollet |
| 1997 | Interspeech | Optimal state dependent spectral representation for HMM modeling : a new theoretical framework. | Chafic Mokbel, Guillaume Gravier, Grard Chollet |
| 1996 | Interspeech | Combining methods to improve speaker verification decision. | Dominique Genoud, Frdric Bimbot, Guillaume Gravier, Grard Chollet |