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UniMorph 4.0: Universal Morphology



Khuyagbaatar Batsuren , Omer Goldman , Salam Khalifa , Nizar Habash , Witold Kiera艣 , G谩bor 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 , Esa煤 Zumaeta Rojas , Didier L贸pez Francis , Arturo Oncevay , Juan L贸pez 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 , Ritv谩n Karah贸千a , 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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Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP



Sabrina J. Mielke , Zaid Alyafeai , Elizabeth Salesky , Colin Raffel , Manan Dey , Matthias Gall茅 , Arun Raja , Chenglei Si , Wilson Y. Lee , Beno卯t Sagot , Samson Tan

* 15 page preprint 

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SIGTYP 2021 Shared Task: Robust Spoken Language Identification



Elizabeth Salesky , Badr M. Abdullah , Sabrina J. Mielke , Elena Klyachko , Oleg Serikov , Edoardo Ponti , Ritesh Kumar , Ryan Cotterell , Ekaterina Vylomova

* The first three authors contributed equally 

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Linguistic calibration through metacognition: aligning dialogue agent responses with expected correctness



Sabrina J. Mielke , Arthur Szlam , Y-Lan Boureau , Emily Dinan


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SIGTYP 2020 Shared Task: Prediction of Typological Features



Johannes Bjerva , Elizabeth Salesky , Sabrina J. Mielke , Aditi Chaudhary , Giuseppe G. A. Celano , Edoardo M. Ponti , Ekaterina Vylomova , Ryan Cotterell , Isabelle Augenstein

* SigTyp 2020 Shared Task Description Paper @ EMNLP 2020 

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SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection



Ekaterina Vylomova , Jennifer White , Elizabeth Salesky , Sabrina J. Mielke , Shijie Wu , Edoardo Ponti , Rowan Hall Maudslay , Ran Zmigrod , Josef Valvoda , Svetlana Toldova , Francis Tyers , Elena Klyachko , Ilya Yegorov , Natalia Krizhanovsky , Paula Czarnowska , Irene Nikkarinen , Andrew Krizhanovsky , Tiago Pimentel , Lucas Torroba Hennigen , Christo Kirov , Garrett Nicolai , Adina Williams , Antonios Anastasopoulos , Hilaria Cruz , Eleanor Chodroff , Ryan Cotterell , Miikka Silfverberg , Mans Hulden

* 39 pages, SIGMORPHON 

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Processing South Asian Languages Written in the Latin Script: the Dakshina Dataset



Brian Roark , Lawrence Wolf-Sonkin , Christo Kirov , Sabrina J. Mielke , Cibu Johny , Isin Demirsahin , Keith Hall

* Published at LREC 2020 

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It's Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information



Emanuele Bugliarello , Sabrina J. Mielke , Antonios Anastasopoulos , Ryan Cotterell , Naoaki Okazaki

* Accepted at ACL 2020 

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