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Distribution inference risks: Identifying and mitigating sources of leakage


Sep 18, 2022
Valentin Hartmann, Léo Meynent, Maxime Peyrard, Dimitrios Dimitriadis, Shruti Tople, Robert West

* 14 pages, 8 figures 

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The Glass Ceiling of Automatic Evaluation in Natural Language Generation


Aug 31, 2022
Pierre Colombo, Maxime Peyrard, Nathan Noiry, Robert West, Pablo Piantanida


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Predicting is not Understanding: Recognizing and Addressing Underspecification in Machine Learning


Jul 06, 2022
Damien Teney, Maxime Peyrard, Ehsan Abbasnejad

* Long version of a paper accepted at the 2022 European Conference on Computer Vision (ECCV) 

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Descartes: Generating Short Descriptions of Wikipedia Articles


May 20, 2022
Marija Sakota, Maxime Peyrard, Robert West


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On the Context-Free Ambiguity of Emoji: A Data-Driven Study of 1,289 Emojis


Jan 17, 2022
Justyna Czestochowska, Kristina Gligoric, Maxime Peyrard, Yann Mentha, Michal Bien, Andrea Grutter, Anita Auer, Aris Xanthos, Robert West


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GenIE: Generative Information Extraction


Dec 15, 2021
Martin Josifoski, Nicola De Cao, Maxime Peyrard, Robert West


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Better than Average: Paired Evaluation of NLP Systems


Oct 20, 2021
Maxime Peyrard, Wei Zhao, Steffen Eger, Robert West

* Published in ACL 2021 (long paper) 

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Invariant Language Modeling


Oct 16, 2021
Maxime Peyrard, Sarvjeet Singh Ghotra, Martin Josifoski, Vidhan Agarwal, Barun Patra, Dean Carignan, Emre Kiciman, Robert West


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Laughing Heads: Can Transformers Detect What Makes a Sentence Funny?


May 19, 2021
Maxime Peyrard, Beatriz Borges, Kristina Gligorić, Robert West

* Published at IJCAI 2021 

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KLearn: Background Knowledge Inference from Summarization Data


Oct 13, 2020
Maxime Peyrard, Robert West

* Accepted at Findings of EMNLP 2020 

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