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Rethinking Reinforcement Learning for Recommendation: A Prompt Perspective



Xin Xin , Tiago Pimentel , Alexandros Karatzoglou , Pengjie Ren , Konstantina Christakopoulou , Zhaochun Ren


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Cluster-based Evaluation of Automatically Generated Text



Tiago Pimentel , Clara Meister , Ryan Cotterell

* Tiago Pimentel and Clara Meister contributed equally to this work 

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Naturalistic Causal Probing for Morpho-Syntax



Afra Amini , Tiago Pimentel , Clara Meister , Ryan Cotterell

* To appear in TACL 2022. The arXiv version is a pre-MIT Press publication version 

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UniMorph 4.0: Universal Morphology



Khuyagbaatar Batsuren , Omer Goldman , Salam Khalifa , Nizar Habash , Witold Kieraś , Gábor Bella , Brian Leonard , Garrett Nicolai , Kyle Gorman , Yustinus Ghanggo Ate , Maria Ryskina , Sabrina J. Mielke , Elena Budianskaya , Charbel El-Khaissi , Tiago Pimentel , Michael Gasser , William Lane , Mohit Raj , Matt Coler , Jaime Rafael Montoya Samame , Delio Siticonatzi Camaiteri , Esaú Zumaeta Rojas , Didier López Francis , Arturo Oncevay , Juan López Bautista , Gema Celeste Silva Villegas , Lucas Torroba Hennigen , Adam Ek , David Guriel , Peter Dirix , Jean-Philippe Bernardy , Andrey Scherbakov , Aziyana Bayyr-ool , Antonios Anastasopoulos , Roberto Zariquiey , Karina Sheifer , Sofya Ganieva , Hilaria Cruz , Ritván Karahóǧa , Stella Markantonatou , George Pavlidis , Matvey Plugaryov , Elena Klyachko , Ali Salehi , Candy Angulo , Jatayu Baxi , Andrew Krizhanovsky , Natalia Krizhanovskaya , Elizabeth Salesky , Clara Vania , Sardana Ivanova , Jennifer White , Rowan Hall Maudslay , Josef Valvoda , Ran Zmigrod , Paula Czarnowska , Irene Nikkarinen , Aelita Salchak , Brijesh Bhatt , Christopher Straughn , Zoey Liu , Jonathan North Washington , Yuval Pinter , Duygu Ataman , Marcin Wolinski , Totok Suhardijanto , Anna Yablonskaya , Niklas Stoehr , Hossep Dolatian , Zahroh Nuriah , Shyam Ratan , Francis M. Tyers , Edoardo M. Ponti , Grant Aiton , Aryaman Arora , Richard J. Hatcher , Ritesh Kumar , Jeremiah Young , Daria Rodionova , Anastasia Yemelina , Taras Andrushko , Igor Marchenko , Polina Mashkovtseva , Alexandra Serova , Emily Prud'hommeaux , Maria Nepomniashchaya , Fausto Giunchiglia , Eleanor Chodroff , Mans Hulden , Miikka Silfverberg , Arya D. McCarthy , David Yarowsky , Ryan Cotterell , Reut Tsarfaty , Ekaterina Vylomova

* LREC 2022; The first two authors made equal contributions 

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Probing for the Usage of Grammatical Number



Karim Lasri , Tiago Pimentel , Alessandro Lenci , Thierry Poibeau , Ryan Cotterell

* ACL 2022 (Main Conference) The discussion section had been inadvertently removed before the article was published on arxiv 

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On the probability-quality paradox in language generation



Clara Meister , Gian Wiher , Tiago Pimentel , Ryan Cotterell

* ACL 2022 (main conference) 

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Analyzing Wrap-Up Effects through an Information-Theoretic Lens



Clara Meister , Tiago Pimentel , Thomas Hikaru Clark , Ryan Cotterell , Roger Levy

* ACL 2022 (main conference) 

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Typical Decoding for Natural Language Generation



Clara Meister , Tiago Pimentel , Gian Wiher , Ryan Cotterell


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A surprisal--duration trade-off across and within the world's languages



Tiago Pimentel , Clara Meister , Elizabeth Salesky , Simone Teufel , Damián Blasi , Ryan Cotterell

* Accepted for publication in EMNLP 2021. Code available in https://github.com/rycolab/surprisal-duration-tradeoff 

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On Homophony and Rényi Entropy



Tiago Pimentel , Clara Meister , Simone Teufel , Ryan Cotterell

* Accepted for publication in EMNLP 2021. Code available in https://github.com/rycolab/homophony-as-renyi-entropy 

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