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From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective



Thibault Formal , Carlos Lassance , Benjamin Piwowarski , Stéphane Clinchant

* Accepted at SIGIR22 as a short paper (this work is the extension of SPLADE v2) 

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Which Discriminator for Cooperative Text Generation?



Antoine Chaffin , Thomas Scialom , Sylvain Lamprier , Jacopo Staiano , Benjamin Piwowarski , Ewa Kijak , Vincent Claveau

* 6 pages, 2 figures, accepted to SIGIR 2022 

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Generative Cooperative Networks for Natural Language Generation



Sylvain Lamprier , Thomas Scialom , Antoine Chaffin , Vincent Claveau , Ewa Kijak , Jacopo Staiano , Benjamin Piwowarski


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Match Your Words! A Study of Lexical Matching in Neural Information Retrieval



Thibault Formal , Benjamin Piwowarski , Stéphane Clinchant

* Accepted in the 44nd European Conference on Information Retrieval (ECIR'22), short paper track 

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SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval



Thibault Formal , Carlos Lassance , Benjamin Piwowarski , Stéphane Clinchant

* 5 pages. arXiv admin note: substantial text overlap with arXiv:2107.05720 

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Skim-Attention: Learning to Focus via Document Layout



Laura Nguyen , Thomas Scialom , Jacopo Staiano , Benjamin Piwowarski

* 15 pages, 6 figures, to be published in EMNLP 2021 Findings 

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SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking



Thibault Formal , Benjamin Piwowarski , Stéphane Clinchant

* 5 pages, SIGIR'21 short paper 

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To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs



Thomas Scialom , Paul-Alexis Dray , Sylvain Lamprier , Benjamin Piwowarski , Jacopo Staiano


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Data-QuestEval: A Referenceless Metric for Data to Text Semantic Evaluation



Clément Rebuffel , Thomas Scialom , Laure Soulier , Benjamin Piwowarski , Sylvain Lamprier , Jacopo Staiano , Geoffrey Scoutheeten , Patrick Gallinari


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QuestEval: Summarization Asks for Fact-based Evaluation



Thomas Scialom , Paul-Alexis Dray , Patrick Gallinari , Sylvain Lamprier , Benjamin Piwowarski , Jacopo Staiano , Alex Wang

* project page: https://github.com/recitalAI/QuestEval 

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