Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology

Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor 2021-08 Association for Computational Linguistics Online text conference publication sigmorphon-2021-sigmorphon https://aclanthology.org/2021.sigmorphon-1.0/ Towards Detection and Remediation of Phonemic Confusion Francois Roewer-Despres author Arnold Yeung author Ilan Kogan author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication roewer-despres-etal-2021-towards 10.18653/v1/2021.sigmorphon-1.1 https://aclanthology.org/2021.sigmorphon-1.1/ 2021-08 1 10 Recursive prosody is not finite-state Hossep Dolatian author Aniello De Santo author Thomas Graf author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication dolatian-etal-2021-recursive 10.18653/v1/2021.sigmorphon-1.2 https://aclanthology.org/2021.sigmorphon-1.2/ 2021-08 11 22 The Match-Extend serialization algorithm in Multiprecedence Maxime Papillon author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication papillon-2021-match 10.18653/v1/2021.sigmorphon-1.3 https://aclanthology.org/2021.sigmorphon-1.3/ 2021-08 23 31 Incorporating tone in the calculation of phonotactic probability James Kirby author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication kirby-2021-incorporating 10.18653/v1/2021.sigmorphon-1.4 https://aclanthology.org/2021.sigmorphon-1.4/ 2021-08 32 38 MorphyNet: a Large Multilingual Database of Derivational and Inflectional Morphology Khuyagbaatar Batsuren author Gábor Bella author Fausto Giunchiglia author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication batsuren-etal-2021-morphynet 10.18653/v1/2021.sigmorphon-1.5 https://aclanthology.org/2021.sigmorphon-1.5/ 2021-08 39 48 A Study of Morphological Robustness of Neural Machine Translation Sai Muralidhar Jayanthi author Adithya Pratapa author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication jayanthi-pratapa-2021-study 10.18653/v1/2021.sigmorphon-1.6 https://aclanthology.org/2021.sigmorphon-1.6/ 2021-08 49 59 Sample-efficient Linguistic Generalizations through Program Synthesis: Experiments with Phonology Problems Saujas Vaduguru author Aalok Sathe author Monojit Choudhury author Dipti Sharma author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication vaduguru-etal-2021-sample 10.18653/v1/2021.sigmorphon-1.7 https://aclanthology.org/2021.sigmorphon-1.7/ 2021-08 60 71 Findings of the SIGMORPHON 2021 Shared Task on Unsupervised Morphological Paradigm Clustering Adam Wiemerslage author Arya D McCarthy author Alexander Erdmann author Garrett Nicolai author Manex Agirrezabal author Miikka Silfverberg author Mans Hulden author Katharina Kann author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication wiemerslage-etal-2021-findings 10.18653/v1/2021.sigmorphon-1.8 https://aclanthology.org/2021.sigmorphon-1.8/ 2021-08 72 81 Adaptor Grammars for Unsupervised Paradigm Clustering Kate McCurdy author Sharon Goldwater author Adam Lopez author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication mccurdy-etal-2021-adaptor 10.18653/v1/2021.sigmorphon-1.9 https://aclanthology.org/2021.sigmorphon-1.9/ 2021-08 82 89 Orthographic vs. Semantic Representations for Unsupervised Morphological Paradigm Clustering E Margaret Perkoff author Josh Daniels author Alexis Palmer author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication perkoff-etal-2021-orthographic 10.18653/v1/2021.sigmorphon-1.10 https://aclanthology.org/2021.sigmorphon-1.10/ 2021-08 90 97 Unsupervised Paradigm Clustering Using Transformation Rules Changbing Yang author Garrett Nicolai author Miikka Silfverberg author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication yang-etal-2021-unsupervised 10.18653/v1/2021.sigmorphon-1.11 https://aclanthology.org/2021.sigmorphon-1.11/ 2021-08 98 106 Paradigm Clustering with Weighted Edit Distance Andrew Gerlach author Adam Wiemerslage author Katharina Kann author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication gerlach-etal-2021-paradigm 10.18653/v1/2021.sigmorphon-1.12 https://aclanthology.org/2021.sigmorphon-1.12/ 2021-08 107 114 Results of the Second SIGMORPHON Shared Task on Multilingual Grapheme-to-Phoneme Conversion Lucas F.E. Ashby author Travis M Bartley author Simon Clematide author Luca Del Signore author Cameron Gibson author Kyle Gorman author Yeonju Lee-Sikka author Peter Makarov author Aidan Malanoski author Sean Miller author Omar Ortiz author Reuben Raff author Arundhati Sengupta author Bora Seo author Yulia Spektor author Winnie Yan author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication ashby-etal-2021-results 10.18653/v1/2021.sigmorphon-1.13 https://aclanthology.org/2021.sigmorphon-1.13/ 2021-08 115 125 Data augmentation for low-resource grapheme-to-phoneme mapping Michael Hammond author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication hammond-2021-data 10.18653/v1/2021.sigmorphon-1.14 https://aclanthology.org/2021.sigmorphon-1.14/ 2021-08 126 130 Linguistic Knowledge in Multilingual Grapheme-to-Phoneme Conversion Roger Yu-Hsiang Lo author Garrett Nicolai author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication lo-nicolai-2021-linguistic 10.18653/v1/2021.sigmorphon-1.15 https://aclanthology.org/2021.sigmorphon-1.15/ 2021-08 131 140 Avengers, Ensemble! Benefits of ensembling in grapheme-to-phoneme prediction Vagrant Gautam author Wang Yau Li author Zafarullah Mahmood author Fred Mailhot author Shreekantha Nadig author Riqiang Wang author Nathan Zhang author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication gautam-etal-2021-avengers 10.18653/v1/2021.sigmorphon-1.16 https://aclanthology.org/2021.sigmorphon-1.16/ 2021-08 141 147 CLUZH at SIGMORPHON 2021 Shared Task on Multilingual Grapheme-to-Phoneme Conversion: Variations on a Baseline Simon Clematide author Peter Makarov author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication clematide-makarov-2021-cluzh 10.18653/v1/2021.sigmorphon-1.17 https://aclanthology.org/2021.sigmorphon-1.17/ 2021-08 148 153 What transfers in morphological inflection? Experiments with analogical models Micha Elsner author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication elsner-2021-transfers 10.18653/v1/2021.sigmorphon-1.18 https://aclanthology.org/2021.sigmorphon-1.18/ 2021-08 154 166 Simple induction of (deterministic) probabilistic finite-state automata for phonotactics by stochastic gradient descent Huteng Dai author Richard Futrell author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication dai-futrell-2021-simple 10.18653/v1/2021.sigmorphon-1.19 https://aclanthology.org/2021.sigmorphon-1.19/ 2021-08 167 176 Recognizing Reduplicated Forms: Finite-State Buffered Machines Yang Wang author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication wang-2021-recognizing 10.18653/v1/2021.sigmorphon-1.20 https://aclanthology.org/2021.sigmorphon-1.20/ 2021-08 177 187 An FST morphological analyzer for the Gitksan language Clarissa Forbes author Garrett Nicolai author Miikka Silfverberg author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication forbes-etal-2021-fst 10.18653/v1/2021.sigmorphon-1.21 https://aclanthology.org/2021.sigmorphon-1.21/ 2021-08 188 197 Comparative Error Analysis in Neural and Finite-state Models for Unsupervised Character-level Transduction Maria Ryskina author Eduard Hovy author Taylor Berg-Kirkpatrick author Matthew R Gormley author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication ryskina-etal-2021-comparative 10.18653/v1/2021.sigmorphon-1.22 https://aclanthology.org/2021.sigmorphon-1.22/ 2021-08 198 211 Finite-state Model of Shupamem Reduplication Magdalena Markowska author Jeffrey Heinz author Owen Rambow author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication markowska-etal-2021-finite 10.18653/v1/2021.sigmorphon-1.23 https://aclanthology.org/2021.sigmorphon-1.23/ 2021-08 212 221 Improved pronunciation prediction accuracy using morphology Dravyansh Sharma author Saumya Sahai author Neha Chaudhari author Antoine Bruguier author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication sharma-etal-2021-improved 10.18653/v1/2021.sigmorphon-1.24 https://aclanthology.org/2021.sigmorphon-1.24/ 2021-08 222 228 SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages Tiago Pimentel author Maria Ryskina author Sabrina J Mielke author Shijie Wu author Eleanor Chodroff author Brian Leonard author Garrett Nicolai author Yustinus Ghanggo Ate author Salam Khalifa author Nizar Habash author Charbel El-Khaissi author Omer Goldman author Michael Gasser author William Lane author Matt Coler author Arturo Oncevay author Jaime Rafael Montoya Samame author Gema Celeste Silva Villegas author Adam Ek author Jean-Philippe Bernardy author Andrey Shcherbakov author Aziyana Bayyr-ool author Karina Sheifer author Sofya Ganieva author Matvey Plugaryov author Elena Klyachko author Ali Salehi author Andrew Krizhanovsky author Natalia Krizhanovsky author Clara Vania author Sardana Ivanova author Aelita Salchak author Christopher Straughn author Zoey Liu author Jonathan North Washington author Duygu Ataman author Witold Kieraś author Marcin Woliński author Totok Suhardijanto author Niklas Stoehr author Zahroh Nuriah author Shyam Ratan author Francis M Tyers author Edoardo M Ponti author Grant Aiton author Richard J Hatcher author Emily Prud’hommeaux author Ritesh Kumar author Mans Hulden author Botond Barta author Dorina Lakatos author Gábor Szolnok author Judit Ács author Mohit Raj author David Yarowsky author Ryan Cotterell author Ben Ambridge author Ekaterina Vylomova author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication pimentel-ryskina-etal-2021-sigmorphon 10.18653/v1/2021.sigmorphon-1.25 https://aclanthology.org/2021.sigmorphon-1.25/ 2021-08 229 259 Training Strategies for Neural Multilingual Morphological Inflection Adam Ek author Jean-Philippe Bernardy author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication ek-etal-2021-training 10.18653/v1/2021.sigmorphon-1.26 https://aclanthology.org/2021.sigmorphon-1.26/ 2021-08 260 267 BME Submission for SIGMORPHON 2021 Shared Task 0. A Three Step Training Approach with Data Augmentation for Morphological Inflection Gábor Szolnok author Botond Barta author Dorina Lakatos author Judit Ács author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication szolnok-barta-lakatos-etal-2021-bme 10.18653/v1/2021.sigmorphon-1.27 https://aclanthology.org/2021.sigmorphon-1.27/ 2021-08 268 273 Not Quite There Yet: Combining Analogical Patterns and Encoder-Decoder Networks for Cognitively Plausible Inflection Basilio Calderone author Nabil Hathout author Olivier Bonami author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication calderone-etal-2021-not-quite 10.18653/v1/2021.sigmorphon-1.28 https://aclanthology.org/2021.sigmorphon-1.28/ 2021-08 274 282 Were We There Already? Applying Minimal Generalization to the SIGMORPHON-UniMorph Shared Task on Cognitively Plausible Morphological Inflection Colin Wilson author Jane S.Y. Li author 2021-08 text Proceedings of the 18th SIGMORPHON Workshop on Computational Research in Phonetics, Phonology, and Morphology Garrett Nicolai editor Kyle Gorman editor Ryan Cotterell editor Association for Computational Linguistics Online conference publication wilson-etal-2021-were 10.18653/v1/2021.sigmorphon-1.29 https://aclanthology.org/2021.sigmorphon-1.29/ 2021-08 283 291