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Discriminative Adversarial Search for Abstractive Summarization

Thomas Scialom , Paul-Alexis Dray , Sylvain Lamprier , Benjamin Piwowarski , Jacopo Staiano
37th International Conference on Machine Learning, Jul 2020, Virtual, Åland Islands. pp.8555-8564
Communication dans un congrès hal-03364422v1
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Apprentissage et Inférence Structurelle pour l’Extraction de Dynamiques de l’Information

Sylvain Lamprier
Apprentissage [cs.LG]. Sorbonne Universite, 2020
HDR tel-03060061v1

Parameterized Neural Network Language Models for Information Retrieval

Benjamin Piwowarski , Sylvain Lamprier , Nicolas Desprès
2015
Pré-publication, Document de travail hal-01357956v1

Variational Thompson Sampling for Relational Recurrent Bandits

Sylvain Lamprier , Thibault Gisselbrecht , Patrick Gallinari
Joint European Conference on Machine Learning and Knowledge Discovery in Databases - ECML/PKDD 2017, Sep 2017, Skopje, Macedonia. pp.405-421, ⟨10.1007/978-3-319-71246-8_25⟩
Communication dans un congrès hal-02075008v1
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Stochastic Latent Residual Video Prediction

Jean-Yves Franceschi , Edouard Delasalles , Mickaël Chen , Sylvain Lamprier , Patrick Gallinari
Thirty-seventh International Conference on Machine Learning, International Machine Learning Society, Jul 2020, Vienne, Austria. pp.3233--3246
Communication dans un congrès hal-02484182v4

WhichStreams: A Dynamic Approach for Focused Data Capture from Large Social Media

Thibault Gisselbrecht , Patrick Gallinari , Sylvain Lamprier , Ludovic Denoyer
Ninth International Conference on Web and Social Media, ICWSM 2015, May 2015, Oxford, United Kingdom. pp.130-139
Communication dans un congrès hal-01355397v1

Dynamic Data Capture from Social Media Streams: A Contextual Bandit Approach.

Thibault Gisselbrecht , Sylvain Lamprier , Patrick Gallinari
Tenth International Conference on Web and Social Media, ICWSM 2016, May 2016, Cologne, Germany. pp.130-139
Communication dans un congrès hal-01355400v1

Apprentissage de l'évolution langagière dans des communautés d'auteurs

Edouard Delasalles , Sylvain Lamprier , Ludovic Denoyer
15ème COnférence en Recherche d'Informations et Applications - CORIA 2018, May 2018, Rennes, France. ⟨10.24348/coria.2018.paper15⟩
Communication dans un congrès hal-02074995v1
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Which Discriminator for Cooperative Text Generation?

Antoine Chaffin , Thomas Scialom , Sylvain Lamprier , Jacopo Staiano , Benjamin Piwowarski , et al.
SIGIR 2022 - 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2022, Madrid, Spain. pp.2360-2365, ⟨10.1145/3477495.3531858⟩
Communication dans un congrès hal-03718429v1
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EAGER: Asking and Answering Questions for Automatic Reward Shaping in Language-guided RL

Thomas Carta , Sylvain Lamprier , Pierre-Yves Oudeyer , Olivier Sigaud
NeurIPS 2022 - Thirty-sixth Conference on Neural Information Processing Systems, Nov 2022, Nouvelle-Orléans, United States
Communication dans un congrès hal-03902423v1

CARE: a platform for reliable Comparison and Analysis of Reverse-Engineering techniques

Sylvain Lamprier , Nicolas Baskiotis , Tewfik Ziadi , Lom Messan Hillah
18th IEEE International Conference on Engineering of Complex Computer Systems -- ICECCS, Jul 2013, Singapore, Singapore. pp.252-255, ⟨10.1109/ICECCS.2013.44⟩
Communication dans un congrès hal-01216087v1

A Variational Topological Neural Model for Cascade-based Diffusion in Networks

Sylvain Lamprier
2019
Pré-publication, Document de travail hal-02074997v1

Discriminative Adversarial Search for Abstractive Summarization

Thomas Scialom , Paul-Alexis Dray , Sylvain Lamprier , Benjamin Piwowarski , Jacopo Staiano
2020
Pré-publication, Document de travail hal-02989018v1

Dynamic Neural Language Models

Edouard Delasalles , Sylvain Lamprier , Ludovic Denoyer
ICONIP 2019 - 26th International Conference on Neural Information Processing, Dec 2019, Sydney, Australia. pp.282-294, ⟨10.1007/978-3-030-36718-3_24⟩
Communication dans un congrès hal-02459622v1

Profile-Based Bandit with Unknown Profiles

Sylvain Lamprier , Thibault Gisselbrecht , Patrick Gallinari
Journal of Machine Learning Research, 2018, 19 (53), pp.53:1--53:40
Article dans une revue hal-02074907v1

Learning social network embeddings for predicting information diffusion

Simon Bourigault , Cédric Lagnier , Sylvain Lamprier , Ludovic Denoyer , Patrick Gallinari
The 7th ACM international conference on Web search and data mining, Feb 2014, New York, United States. pp.393-402, ⟨10.1145/2556195.2556216⟩
Communication dans un congrès hal-01211783v1
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QuestEval: Summarization Asks for Fact-based Evaluation

Thomas Scialom , Paul-Alexis Dray , Patrick Gallinari , Sylvain Lamprier , Benjamin Piwowarski , et al.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, Nov 2021, Punta Cana (en ligne), Dominican Republic. pp.6594-6604, ⟨10.18653/v1/2021.emnlp-main.529⟩
Communication dans un congrès hal-03541895v1
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Direct then Diffuse: Incremental Unsupervised Skill Discovery for State Covering and Goal Reaching

Pierre-Alexandre Kamienny , Jean Tarbouriech , Sylvain Lamprier , Alessandro Lazaric , Ludovic Denoyer
ICLR 2022, Apr 2022, Virtual, United States. 2022
Poster de conférence hal-03923264v1

Linear Bandits in Unknown Environments

Thibault Gisselbrecht , Sylvain Lamprier , Patrick Gallinari
ECML PKDD 2016 - European Conference on Machine Learning and Knowledge Discovery in Databases, Sep 2016, Riva Del Garda, Italy. pp.282-298, ⟨10.1007/978-3-319-46227-1_18⟩
Communication dans un congrès hal-01357953v1

Learning Distributed Representations of Users for Source Detection in Online Social Networks

Simon Bourigault , Sylvain Lamprier , Patrick Gallinari
ECML PKDD 2016 - European Conference on Machine Learning and Knowledge Discovery in Databases, Sep 2016, Riva del Garda, Italy. pp.265-281, ⟨10.1007/978-3-319-46227-1_17⟩
Communication dans un congrès hal-01345751v1

ColdGANs: Taming Language GANs with Cautious Sampling Strategies

Thomas Scialom , Paul-Alexis Dray , Sylvain Lamprier , Benjamin Piwowarski , Jacopo Staiano
2020
Pré-publication, Document de travail hal-02989016v1

IRnator: A Framework for Discovering Users Needs from Sets of Suggestions

Agnès Mustar , Sylvain Lamprier , Benjamin Piwowarski
ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Aug 2022, Madrid Spain, France. pp.138-143, ⟨10.1145/3539813.3545152⟩
Communication dans un congrès hal-03923274v1

Adversarial learning for counterfactual fairness

Vincent Grari , Sylvain Lamprier , Marcin Detyniecki
Machine Learning, 2022, ⟨10.1007/s10994-022-06206-8⟩
Article dans une revue hal-03923289v1

MLSUM: The Multilingual Summarization Corpus

Thomas Scialom , Paul-Alexis Dray , Sylvain Lamprier , Benjamin Piwowarski , Jacopo Staiano
2020
Pré-publication, Document de travail hal-02989017v1
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Choisir le bon co-équipier pour la génération coopérative de texte

Antoine Chaffin , Thomas Scialom , Sylvain Lamprier , Jacopo Staiano , Benjamin Piwowarski , et al.
TALN 2022 - 29e conférence sur le Traitement Automatique des Langues Naturelles, Jun 2022, Avignon, France. pp.12-26
Communication dans un congrès hal-03701506v1

Stochastic sparse adversarial attacks

Hatem Hajri , Manon Césaire , Théo Combey , Sylvain Lamprier , Patrick Gallinari
Workshop DEEL (2021), 2021, En visio, France
Poster de conférence hal-03878093v1
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Generative Cooperative Networks for Natural Language Generation

Sylvain Lamprier , Thomas Scialom , Antoine Chaffin , Vincent Claveau , Ewa Kijak , et al.
ICML 2022 - 39th International Conference on Machine Learning, Jul 2022, Baltimore, MD, United States. pp.11891--11905
Communication dans un congrès hal-03736116v1

Deep dynamic neural networks for temporal language modeling in author communities

Edouard Delasalles , Sylvain Lamprier , Ludovic Denoyer
Knowledge and Information Systems (KAIS), 2021, 63 (3), pp.733-757. ⟨10.1007/s10115-020-01539-z⟩
Article dans une revue hal-03923295v1
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Answers Unite! Unsupervised Metrics for Reinforced Summarization Models

Thomas Scialom , Sylvain Lamprier , Benjamin Piwowarski , Jacopo Staiano
2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), Nov 2019, Hong Kong, China. pp.3237-3247, ⟨10.18653/v1/D19-1320⟩
Communication dans un congrès hal-02350999v1

The CARE Platform for the Analysis of Behavior Model Inference Techniques

Sylvain Lamprier , Nicolas Baskiotis , Tewfik Ziadi , Lom Messan Hillah
Information and Software Technology, 2015, 60, pp.32-50. ⟨10.1016/j.infsof.2014.12.004⟩
Article dans une revue hal-01176438v1