Laure SOULIER

ISIR
...
  • Senior Lecturer
  • ISIR - Institut des Systèmes Intelligents et de Robotique
  • laure.soulier@isir.upmc.fr
  • Open link
    https://pages.isir.upmc.fr/soulier/
  • Communities
    Mathematics, Computer Science & Robotics
  • Expertise
    Deep learning
    Information retrieval
    Machine learning
    Natural language processing

Awards

Best paper award AIRS 2013,

CORIA 2015,

SCAI@EMNLP2018, 

CORIA 2021.

Selected publications

* Pierre Erbacher, Ludovic Denoyer, Laure Soulier. Interactive Query Clarification and Refinement via User Simulation. ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022)


* Hanane Djeddal, Thomas Gérald, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine. Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs. 44th European Conference on Information Retrieval (ECIR 2022)

*  Thomas Gerald, Laure Soulier. Continual Learning of Long Topic Sequences in Neural Information Retrieval. 44th European Conference on Information Retrieval (ECIR 2022)

*     Clément Rebuffel, Marco Roberti, Laure Soulier, Geoffrey Scoutheeten, Rossella Cancelliere, Patrick Gallinari:
Controlling hallucinations at word level in data-to-text generation. Data Min. Knowl. Discov. 36(1): 318-354 (2022)


*     Jean-Baptiste Gaya, Laure Soulier, Ludovic Denoyer:
Learning a subspace of policies for online adaptation in Reinforcement Learning. International conference on Representation Learning (ICLR 2022)

International collaborations

University of Montréal (Canada),

University Torino,

University of the Basque Counnty (Spain)

Industrial collaborations

BNP,

Renault,

Upskills,

Ecovadis,

Facebook