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Rethinking Automatic Evaluation in Sentence Simplification


Apr 16, 2021
Thomas Scialom, Louis Martin, Jacopo Staiano, Éric Villemonte de la Clergerie, Benoît Sagot

* updated affiliation and link to data 

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


Apr 15, 2021
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


Apr 09, 2021
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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SAFEval: Summarization Asks for Fact-based Evaluation


Mar 23, 2021
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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Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering


Oct 23, 2020
Arij Riabi, Thomas Scialom, Rachel Keraron, Benoît Sagot, Djamé Seddah, Jacopo Staiano

* 7 pages 

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Toward Stance-based Personas for Opinionated Dialogues


Oct 07, 2020
Thomas Scialom, Serra Sinem Tekiroglu, Jacopo Staiano, Marco Guerini

* Accepted at Findings of EMNLP 2020 

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Project PIAF: Building a Native French Question-Answering Dataset


Jul 02, 2020
Rachel Keraron, Guillaume Lancrenon, Mathilde Bras, Frédéric Allary, Gilles Moyse, Thomas Scialom, Edmundo-Pavel Soriano-Morales, Jacopo Staiano

* LREC 2020 

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ColdGANs: Taming Language GANs with Cautious Sampling Strategies


Jun 08, 2020
Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano


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MLSUM: The Multilingual Summarization Corpus


Apr 30, 2020
Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano


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BERT Can See Out of the Box: On the Cross-modal Transferability of Text Representations


Feb 25, 2020
Thomas Scialom, Patrick Bordes, Paul-Alexis Dray, Jacopo Staiano, Patrick Gallinari


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Discriminative Adversarial Search for Abstractive Summarization


Feb 24, 2020
Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano


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Ask to Learn: A Study on Curiosity-driven Question Generation


Nov 08, 2019
Thomas Scialom, Jacopo Staiano

* 13 pages, 3 figures 

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Answers Unite! Unsupervised Metrics for Reinforced Summarization Models


Sep 04, 2019
Thomas Scialom, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano

* Accepted at EMNLP 2019 

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DepecheMood++: a Bilingual Emotion Lexicon Built Through Simple Yet Powerful Techniques


Oct 08, 2018
Oscar Araque, Lorenzo Gatti, Jacopo Staiano, Marco Guerini

* 12 pages, 2 figures 

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Fortia-FBK at SemEval-2017 Task 5: Bullish or Bearish? Inferring Sentiment towards Brands from Financial News Headlines


Apr 04, 2017
Youness Mansar, Lorenzo Gatti, Sira Ferradans, Marco Guerini, Jacopo Staiano

* 6 pages, 1 figure; accepted for publication at the International Workshop on Semantic Evaluation (SemEval-2017) to be held in conjunction with ACL 2017 

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SALSA: A Novel Dataset for Multimodal Group Behavior Analysis


Jun 23, 2015
Xavier Alameda-Pineda, Jacopo Staiano, Ramanathan Subramanian, Ligia Batrinca, Elisa Ricci, Bruno Lepri, Oswald Lanz, Nicu Sebe

* 14 pages, 11 figures 

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Deep Feelings: A Massive Cross-Lingual Study on the Relation between Emotions and Virality


Mar 16, 2015
Marco Guerini, Jacopo Staiano

* preprint version of WWW 2015 'Web Science Track' paper 

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DepecheMood: a Lexicon for Emotion Analysis from Crowd-Annotated News


May 07, 2014
Jacopo Staiano, Marco Guerini

* To appear at ACL 2014. 7 pages 

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