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ORCIDEkaterina Vylomova
Katerina Vylomova
Person information
- affiliation (PhD 2018): University of Melbourne, School of Computing and Information Systems, Melbourne, Australia
- affiliation (former): Bauman State Technical University, Moscow, Russia
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2020 – today
- 2024
[j2]Zheng Wei Lim
, Harry Stuart, Simon De Deyne, Terry Regier, Ekaterina Vylomova, Trevor Cohn, Charles Kemp:
A Computational Approach to Identifying Cultural Keywords Across Languages. Cogn. Sci. 48(1) (2024)- [c24]Zheng Wei Lim, Ekaterina Vylomova, Trevor Cohn, Charles Kemp:
Simpson's Paradox and the Accuracy-Fluency Tradeoff in Translation. ACL (Short Papers) 2024: 92-103 - [c23]Naomi Baes, Nick Haslam, Ekaterina Vylomova:
A Multidimensional Framework for Evaluating Lexical Semantic Change with Social Science Applications. ACL (1) 2024: 1390-1415 - [e2]Michael Hahn, Alexey Sorokin, Ritesh Kumar, Andreas Scherbakov, Yulia Otmakhova, Jinrui Yang, Oleg Serikov, Priya Rani, Edoardo M. Ponti, Saliha Muradoglu, Rena Gao, Ryan Cotterell, Ekaterina Vylomova:
Proceedings of the 6th Workshop on Research in Computational Linguistic Typology and Multilingual NLP, SIGTYPE 2024, St. Julian's, Malta, March 22, 2024. Association for Computational Linguistics 2024, ISBN 979-8-89176-071-4 [contents] - [i27]Zheng Wei Lim, Ekaterina Vylomova, Trevor Cohn, Charles Kemp:
Simpson's Paradox and the Accuracy-Fluency Tradeoff in Translation. CoRR abs/2402.12690 (2024) - [i26]Raphaël Merx, Aso Mahmudi, Katrina Langford, Leo Alberto de Araujo, Ekaterina Vylomova:
Low-Resource Machine Translation through Retrieval-Augmented LLM Prompting: A Study on the Mambai Language. CoRR abs/2404.04809 (2024) - [i25]Khuyagbaatar Batsuren, Ekaterina Vylomova, Verna Dankers, Tsetsuukhei Delgerbaatar, Omri Uzan, Yuval Pinter, Gábor Bella:
Evaluating Subword Tokenization: Alien Subword Composition and OOV Generalization Challenge. CoRR abs/2404.13292 (2024) - [i24]Naomi Baes, Nick Haslam, Ekaterina Vylomova:
A Multidimensional Framework for Evaluating Lexical Semantic Change with Social Science Applications. CoRR abs/2406.06052 (2024) - [i23]Aso Mahmudi, Borja Herce, Demian Inostroza Amestica, Andreas Scherbakov, Eduard Hovy, Ekaterina Vylomova:
Can a Neural Model Guide Fieldwork? A Case Study on Morphological Inflection. CoRR abs/2409.14628 (2024) - [i22]Raphaël Merx, Ekaterina Vylomova, Kemal Kurniawan:
Generating bilingual example sentences with large language models as lexicography assistants. CoRR abs/2410.03182 (2024) - 2023
- [c22]Zheng Wei Lim, Trevor Cohn, Charles Kemp, Ekaterina Vylomova:
Predicting Human Translation Difficulty Using Automatic Word Alignment. ACL (Findings) 2023: 11590-11601 - [c21]Omer Goldman, Khuyagbaatar Batsuren, Salam Khalifa, Aryaman Arora, Garrett Nicolai, Reut Tsarfaty, Ekaterina Vylomova:
SIGMORPHON-UniMorph 2023 Shared Task 0: Typologically Diverse Morphological Inflection. SIGMORPHON 2023: 117-125 - [i21]Zheng Wei Lim, Ekaterina Vylomova, Charles Kemp, Trevor Cohn:
Predicting Human Translation Difficulty with Neural Machine Translation. CoRR abs/2312.11852 (2023) - [i20]Timothy Baldwin, William Croft, Joakim Nivre, Agata Savary, Sara Stymne, Ekaterina Vylomova:
Universals of Linguistic Idiosyncrasy in Multilingual Computational Linguistics (Dagstuhl Seminar 23191). Dagstuhl Reports 13(5): 22-70 (2023) - 2022
- [c20]Khuyagbaatar Batsuren, Omer Goldman, Salam Khalifa, Nizar Habash, Witold Kieras, 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 Abbott 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 Karahóga, 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 C. 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:
UniMorph 4.0: Universal Morphology. LREC 2022: 840-855 - [e1]Atul Kr. Ojha, Chao-Hong Liu, Ekaterina Vylomova, Jade Z. Abbott, Jonathan Washington, Nathaniel Oco, Flammie A. Pirinen, Valentin Malykh, Varvara Logacheva, Xiaobing Zhao:
Proceedings of the Fifth Workshop on Technologies for Machine Translation of Low-Resource Languages, LoResMT@COLING 2022, Gyeongju, Republic of Korea, October 12 - 17, 2022. Association for Computational Linguistics 2022 [contents] - [i19]Khuyagbaatar Batsuren, Omer Goldman, Salam Khalifa, Nizar Habash, Witold Kieras, 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 Karahóga, 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 C. 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:
UniMorph 4.0: Universal Morphology. CoRR abs/2205.03608 (2022) - [i18]Khuyagbaatar Batsuren, Gábor Bella, Aryaman Arora, Viktor Martinovic, Kyle Gorman, Zdenek Zabokrtský, Amarsanaa Ganbold, Sárka Dohnalová, Magda Sevcíková, Katerina Pelegrinová, Fausto Giunchiglia, Ryan Cotterell, Ekaterina Vylomova:
The SIGMORPHON 2022 Shared Task on Morpheme Segmentation. CoRR abs/2206.07615 (2022) - 2021
- [j1]Melissa A. Wheeler, Ekaterina Vylomova, Melanie J. McGrath, Nick Haslam:
More confident, less formal: stylistic changes in academic psychology writing from 1970 to 2016. Scientometrics 126(12): 9603-9612 (2021) - [i17]Elizabeth Salesky, Badr M. Abdullah, Sabrina J. Mielke, Elena Klyachko, Oleg Serikov, Edoardo Maria Ponti, Ritesh Kumar, Ryan Cotterell, Ekaterina Vylomova:
SIGTYP 2021 Shared Task: Robust Spoken Language Identification. CoRR abs/2106.03895 (2021) - 2020
- [c19]Arya D. McCarthy, Christo Kirov, Matteo Grella, Amrit Nidhi, Patrick Xia, Kyle Gorman, Ekaterina Vylomova, Sabrina J. Mielke, Garrett Nicolai, Miikka Silfverberg, Timofey Arkhangelskiy, Nataly Krizhanovsky, Andrew Krizhanovsky, Elena Klyachko, Alexey Sorokin, John Mansfield, Valts Ernstreits, Yuval Pinter, Cassandra L. Jacobs, Ryan Cotterell, Mans Hulden, David Yarowsky:
UniMorph 3.0: Universal Morphology. LREC 2020: 3922-3931 - [c18]Ekaterina Vylomova, Jennifer C. White, Elizabeth Salesky, Sabrina J. Mielke, Shijie Wu, Edoardo Maria Ponti, Rowan Hall Maudslay, Ran Zmigrod, Josef Valvoda, Svetlana Toldova, Francis M. 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:
SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection. SIGMORPHON 2020: 1-39 - [i16]Ekaterina Vylomova, Jennifer C. White, Elizabeth Salesky, Sabrina J. Mielke, Shijie Wu, Edoardo Maria Ponti, Rowan Hall Maudslay, Ran Zmigrod, Josef Valvoda, Svetlana Toldova, Francis M. 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:
SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection. CoRR abs/2006.11572 (2020) - [i15]Johannes Bjerva, Elizabeth Salesky, Sabrina J. Mielke, Aditi Chaudhary, Giuseppe G. A. Celano, Edoardo Maria Ponti, Ekaterina Vylomova, Ryan Cotterell, Isabelle Augenstein:
SIGTYP 2020 Shared Task: Prediction of Typological Features. CoRR abs/2010.08246 (2020) - [i14]Saliha Muradoglu, Nicholas Evans, Ekaterina Vylomova:
Modelling Verbal Morphology in Nen. CoRR abs/2011.14489 (2020)
2010 – 2019
- 2019
- [c17]Qianji Di, Ekaterina Vylomova, Tim Baldwin:
Modelling Tibetan Verbal Morphology. ALTA 2019: 35-40 - [c16]Andrey Shcherbakov, Ekaterina Vylomova:
A string-to-graph constructive alignment algorithm for discrete and probabilistic language modeling. ALTA 2019: 186-191 - [c15]Ekaterina Vylomova, Sean Murphy, Nicholas Haslam:
Evaluation of Semantic Change of Harm-Related Concepts in Psychology. LChange@ACL 2019: 29-34 - [c14]Kyle Gorman, Arya D. McCarthy, Ryan Cotterell, Ekaterina Vylomova, Miikka Silfverberg, Magdalena Markowska:
Weird Inflects but OK: Making Sense of Morphological Generation Errors. CoNLL 2019: 140-151 - [c13]Ekaterina Vylomova, Ryan Cotterell, Trevor Cohn, Timothy Baldwin, Jason Eisner:
Contextualization of Morphological Inflection. NAACL-HLT (1) 2019: 2018-2024 - [i13]Ekaterina Vylomova, Ryan Cotterell, Timothy Baldwin, Trevor Cohn, Jason Eisner:
Contextualization of Morphological Inflection. CoRR abs/1905.01420 (2019) - [i12]Arya D. McCarthy, Ekaterina Vylomova, Shijie Wu, Chaitanya Malaviya, Lawrence Wolf-Sonkin, Garrett Nicolai, Christo Kirov, Miikka Silfverberg, S. J. Mielke, Jeffrey Heinz, Ryan Cotterell, Mans Hulden:
The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection. CoRR abs/1910.11493 (2019) - 2018
- [c12]Ryan Cotterell, Christo Kirov, John Sylak-Glassman, Géraldine Walther, Ekaterina Vylomova, Arya D. McCarthy, Katharina Kann, S. J. Mielke, Garrett Nicolai, Miikka Silfverberg, David Yarowsky, Jason Eisner, Mans Hulden:
The CoNLL-SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection. CoNLL Shared Task (1) 2018: 1-27 - [c11]Christo Kirov, Ryan Cotterell, John Sylak-Glassman, Géraldine Walther, Ekaterina Vylomova, Patrick Xia, Manaal Faruqui, S. J. Mielke, Arya McCarthy, Sandra Kübler, David Yarowsky, Jason Eisner, Mans Hulden:
UniMorph 2.0: Universal Morphology. LREC 2018 - [i11]Jing Peng, Anna Feldman, Ekaterina Vylomova:
Classifying Idiomatic and Literal Expressions Using Topic Models and Intensity of Emotions. CoRR abs/1802.09961 (2018) - [i10]Ryan Cotterell, Christo Kirov, John Sylak-Glassman, Géraldine Walther, Ekaterina Vylomova, Arya D. McCarthy, Katharina Kann, S. J. Mielke, Garrett Nicolai, Miikka Silfverberg, David Yarowsky, Jason Eisner, Mans Hulden:
The CoNLL-SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection. CoRR abs/1810.07125 (2018) - [i9]Christo Kirov, Ryan Cotterell, John Sylak-Glassman, Géraldine Walther, Ekaterina Vylomova, Patrick Xia, Manaal Faruqui, S. J. Mielke, Arya D. McCarthy, Sandra Kübler, David Yarowsky, Jason Eisner, Mans Hulden:
UniMorph 2.0: Universal Morphology. CoRR abs/1810.11101 (2018) - 2017
- [c10]Ekaterina Vylomova, Andrei Shcherbakov, Yuriy Philippovich, Galina Cherkasova:
Men Are from Mars, Women Are from Venus: Evaluation and Modelling of Verbal Associations. AIST 2017: 106-115 - [c9]Ryan Cotterell, Christo Kirov, John Sylak-Glassman, Géraldine Walther, Ekaterina Vylomova, Patrick Xia, Manaal Faruqui, Sandra Kübler, David Yarowsky, Jason Eisner, Mans Hulden:
CoNLL-SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection in 52 Languages. CoNLL Shared Task (1) 2017: 1-30 - [c8]Ekaterina Vylomova, Ryan Cotterell, Timothy Baldwin, Trevor Cohn:
Context-Aware Prediction of Derivational Word-forms. EACL (2) 2017: 118-124 - [c7]Ekaterina Vylomova, Trevor Cohn, Xuanli He, Gholamreza Haffari:
Word Representation Models for Morphologically Rich Languages in Neural Machine Translation. SWCN@EMNLP 2017: 103-108 - [c6]Ryan Cotterell, Ekaterina Vylomova, Huda Khayrallah, Christo Kirov, David Yarowsky:
Paradigm Completion for Derivational Morphology. EMNLP 2017: 714-720 - [i8]Ekaterina Vylomova, Ryan Cotterell, Timothy Baldwin, Trevor Cohn:
Context-Aware Prediction of Derivational Word-forms. CoRR abs/1702.06675 (2017) - [i7]Ryan Cotterell, Christo Kirov, John Sylak-Glassman, Géraldine Walther, Ekaterina Vylomova, Patrick Xia, Manaal Faruqui, Sandra Kübler, David Yarowsky, Jason Eisner, Mans Hulden:
CoNLL-SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection in 52 Languages. CoRR abs/1706.09031 (2017) - [i6]Ekaterina Vylomova, Andrei Shcherbakov, Yuriy Philippovich, Galina Cherkasova:
Men Are from Mars, Women Are from Venus: Evaluation and Modelling of Verbal Associations. CoRR abs/1707.08458 (2017) - [i5]Ryan Cotterell, Ekaterina Vylomova, Huda Khayrallah, Christo Kirov, David Yarowsky:
Paradigm Completion for Derivational Morphology. CoRR abs/1708.09151 (2017) - 2016
- [c5]Ekaterina Vylomova, Laura Rimell, Trevor Cohn, Timothy Baldwin:
Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning. ACL (1) 2016 - [c4]Andrei Shcherbakov, Ekaterina Vylomova, Nick Thieberger:
Phonotactic Modeling of Extremely Low Resource Languages. ALTA 2016: 84-93 - [c3]Andreas Scherbakov, Ekaterina Vylomova, Fei Liu, Timothy Baldwin:
VectorWeavers at SemEval-2016 Task 10: From Incremental Meaning to Semantic Unit (phrase by phrase). SemEval@NAACL-HLT 2016: 946-952 - [i4]Andreas Scherbakov, Ekaterina Vylomova, Fei Liu, Timothy Baldwin:
From Incremental Meaning to Semantic Unit (phrase by phrase). CoRR abs/1604.04873 (2016) - [i3]Ekaterina Vylomova, Trevor Cohn, Xuanli He, Gholamreza Haffari:
Word Representation Models for Morphologically Rich Languages in Neural Machine Translation. CoRR abs/1606.04217 (2016) - 2015
- [i2]Kaisheng Yao, Trevor Cohn, Katerina Vylomova, Kevin Duh, Chris Dyer:
Depth-Gated LSTM. CoRR abs/1508.03790 (2015) - [i1]Ekaterina Vylomova, Laura Rimell, Trevor Cohn, Timothy Baldwin:
Take and Took, Gaggle and Goose, Book and Read: Evaluating the Utility of Vector Differences for Lexical Relation Learning. CoRR abs/1509.01692 (2015) - 2014
- [c2]Ekaterina Vylomova, Andrey Philippovich, Marina Danshina, Irina Golubeva, Yuriy Philippovich:
Neural Models for Recognition of Basic Units of Semiographic Chants. AIST 2014: 249-254 - [c1]Jing Peng, Anna Feldman, Ekaterina Vylomova:
Classifying Idiomatic and Literal Expressions Using Topic Models and Intensity of Emotions. EMNLP 2014: 2019-2027
Coauthor Index
Sabrina J. Mielke
aka: S. J. Mielke
aka: S. J. Mielke
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