Publications

Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant (2021). Une Analyse du Modèle ColBERT. Conférence francophone en Recherche d’Information et Application.

Clément Rebuffel, Thomas Scialom, Laure Soulier, Benjamin Piwowarski, Sylvain Lamprier, Jacopo Staiano, Geoffrey Scoutheeten, Patrick Gallinari (2021). Data-QuestEval: A Referenceless Metric for Data to Text Semantic Evaluation.

Thomas Scialom, Paul-Alexis Dray, Patrick Gallinari, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano, Alex Wang (2021). QuestEval: Summarization Asks for Fact-based Evaluation.

Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant (2021). A White Box Analysis of ColBERT.

Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant (2020). A White Box Analysis of ColBERT.

Benjamin Piwowarski (2020). Learning Representation for Information Access.

Benjamin Piwowarski (2020). Experimaestro and Datamaestro: Experiment and Dataset Managers (for IR).

Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano (2020). Discriminative Adversarial Search for Abstractive Summarization. International Conference on Machine Learning.

Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano (2020). ColdGANs: Taming Language GANs with Cautious Sampling Strategies.

Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano (2020). MLSUM: The Multilingual Summarization Corpus.