---
title: "SIGMORPHON 2021 — accepted papers — Elamur Research"
description: "SIGMORPHON 2021 — accepted papers: 1 paper in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/sigmorphon/2021/"
---
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[home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [SIGMORPHON](https://md.research.elamur.ai/free/en/venues/sigmorphon/) / 2021

# SIGMORPHON 2021 — accepted papers

SIGMORPHON 2021 is the 2021 edition of the Workshop of the Special Interest Group on Computational Morphology and Phonology (SIGMORPHON) (publisher: Association for Computational Linguistics). The ACL Anthology lists 29 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**29** papers in the proceedings](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/sigmorphon/2021/#works) · [**56** citations of these works](https://md.research.elamur.ai/free/en/venues/sigmorphon/2021/#works)

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages ↗](https://aclanthology.org/2021.sigmorphon-1.25/)**Tiago Pimentel, Maria Ryskina, Sabrina J. Mielke et al.*36 citations*
2. **[MorphyNet: a Large Multilingual Database of Derivational and Inflectional Morphology](https://md.research.elamur.ai/free/en/papers/batsuren-2021-morphynet/)**Khuyagbaatar Batsuren, Gábor Bella, Fausto Giunchiglia*23 citations · our summary*
3. **[Results of the Second SIGMORPHON Shared Task on Multilingual Grapheme-to-Phoneme Conversion ↗](https://aclanthology.org/2021.sigmorphon-1.13/)**Lucas F.E. Ashby, Travis M. Bartley, Simon Clematide et al.*14 citations*
4. **[An FST morphological analyzer for the Gitksan language ↗](https://aclanthology.org/2021.sigmorphon-1.21/)**Clarissa Forbes, Garrett Nicolai, Miikka Silfverberg*6 citations*
5. **[CLUZH at SIGMORPHON 2021 Shared Task on Multilingual Grapheme-to-Phoneme Conversion: Variations on a Baseline ↗](https://aclanthology.org/2021.sigmorphon-1.17/)**Simon Clematide, Peter Makarov*6 citations*
6. **[What transfers in morphological inflection? Experiments with analogical models ↗](https://aclanthology.org/2021.sigmorphon-1.18/)**Micha Elsner*5 citations*
7. **[Adaptor Grammars for Unsupervised Paradigm Clustering ↗](https://aclanthology.org/2021.sigmorphon-1.9/)**Kate McCurdy, Sharon Goldwater, Adam Lopez*4 citations*
8. **[Data augmentation for low-resource grapheme-to-phoneme mapping ↗](https://aclanthology.org/2021.sigmorphon-1.14/)**Michael Hammond*4 citations*
9. **[Findings of the SIGMORPHON 2021 Shared Task on Unsupervised Morphological Paradigm Clustering ↗](https://aclanthology.org/2021.sigmorphon-1.8/)**Adam Wiemerslage, Arya D. McCarthy, Alexander Erdmann et al.*4 citations*
10. **[Recognizing Reduplicated Forms: Finite-State Buffered Machines ↗](https://aclanthology.org/2021.sigmorphon-1.20/)**Yang Wang*4 citations*

## All accepted papers (29)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. **[SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages ↗](https://aclanthology.org/2021.sigmorphon-1.25/)**Tiago Pimentel, Maria Ryskina, Sabrina J. Mielke et al.*36 citations*
2. **[MorphyNet: a Large Multilingual Database of Derivational and Inflectional Morphology](https://md.research.elamur.ai/free/en/papers/batsuren-2021-morphynet/)**Khuyagbaatar Batsuren, Gábor Bella, Fausto Giunchiglia*23 citations · our summary*
3. **[Results of the Second SIGMORPHON Shared Task on Multilingual Grapheme-to-Phoneme Conversion ↗](https://aclanthology.org/2021.sigmorphon-1.13/)**Lucas F.E. Ashby, Travis M. Bartley, Simon Clematide et al.*14 citations*
4. **[An FST morphological analyzer for the Gitksan language ↗](https://aclanthology.org/2021.sigmorphon-1.21/)**Clarissa Forbes, Garrett Nicolai, Miikka Silfverberg*6 citations*
5. **[CLUZH at SIGMORPHON 2021 Shared Task on Multilingual Grapheme-to-Phoneme Conversion: Variations on a Baseline ↗](https://aclanthology.org/2021.sigmorphon-1.17/)**Simon Clematide, Peter Makarov*6 citations*
6. **[What transfers in morphological inflection? Experiments with analogical models ↗](https://aclanthology.org/2021.sigmorphon-1.18/)**Micha Elsner*5 citations*
7. **[Adaptor Grammars for Unsupervised Paradigm Clustering ↗](https://aclanthology.org/2021.sigmorphon-1.9/)**Kate McCurdy, Sharon Goldwater, Adam Lopez*4 citations*
8. **[Data augmentation for low-resource grapheme-to-phoneme mapping ↗](https://aclanthology.org/2021.sigmorphon-1.14/)**Michael Hammond*4 citations*
9. **[Findings of the SIGMORPHON 2021 Shared Task on Unsupervised Morphological Paradigm Clustering ↗](https://aclanthology.org/2021.sigmorphon-1.8/)**Adam Wiemerslage, Arya D. McCarthy, Alexander Erdmann et al.*4 citations*
10. **[Recognizing Reduplicated Forms: Finite-State Buffered Machines ↗](https://aclanthology.org/2021.sigmorphon-1.20/)**Yang Wang*4 citations*
11. **[Recursive prosody is not finite-state ↗](https://aclanthology.org/2021.sigmorphon-1.2/)**Hossep Dolatian, Aniello De Santo, Thomas Graf*4 citations*
12. **[Were We There Already? Applying Minimal Generalization to the SIGMORPHON-UniMorph Shared Task on Cognitively Plausible Morphological Inflection ↗](https://aclanthology.org/2021.sigmorphon-1.29/)**Colin Wilson, Jane S.Y. Li*4 citations*
13. **[Incorporating tone in the calculation of phonotactic probability ↗](https://aclanthology.org/2021.sigmorphon-1.4/)**James Kirby*3 citations*
14. **[Linguistic Knowledge in Multilingual Grapheme-to-Phoneme Conversion ↗](https://aclanthology.org/2021.sigmorphon-1.15/)**Roger Yu-Hsiang Lo, Garrett Nicolai*3 citations*
15. **[Paradigm Clustering with Weighted Edit Distance ↗](https://aclanthology.org/2021.sigmorphon-1.12/)**Andrew Gerlach, Adam Wiemerslage, Katharina Kann*3 citations*
16. **[A Study of Morphological Robustness of Neural Machine Translation ↗](https://aclanthology.org/2021.sigmorphon-1.6/)**Sai Muralidhar Jayanthi, Adithya Pratapa*2 citations*
17. **[Orthographic vs. Semantic Representations for Unsupervised Morphological Paradigm Clustering ↗](https://aclanthology.org/2021.sigmorphon-1.10/)**E. Margaret Perkoff, Josh Daniels, Alexis Palmer*2 citations*
18. **[Simple induction of (deterministic) probabilistic finite-state automata for phonotactics by stochastic gradient descent ↗](https://aclanthology.org/2021.sigmorphon-1.19/)**Huteng Dai, Richard Futrell*2 citations*
19. **[Unsupervised Paradigm Clustering Using Transformation Rules ↗](https://aclanthology.org/2021.sigmorphon-1.11/)**Changbing Yang, Garrett Nicolai, Miikka Silfverberg*2 citations*
20. **[Avengers, Ensemble! Benefits of ensembling in grapheme-to-phoneme prediction ↗](https://aclanthology.org/2021.sigmorphon-1.16/)**Vagrant Gautam, Wang Yau Li, Zafarullah Mahmood et al.*1 citation*
21. **[BME Submission for SIGMORPHON 2021 Shared Task 0. A Three Step Training Approach with Data Augmentation for Morphological Inflection ↗](https://aclanthology.org/2021.sigmorphon-1.27/)**Gábor Szolnok, Botond Barta, Dorina Lakatos et al.*1 citation*
22. **[Comparative Error Analysis in Neural and Finite-state Models for Unsupervised Character-level Transduction ↗](https://aclanthology.org/2021.sigmorphon-1.22/)**Maria Ryskina, Eduard Hovy, Taylor Berg-Kirkpatrick et al.*1 citation*
23. **[Not Quite There Yet: Combining Analogical Patterns and Encoder-Decoder Networks for Cognitively Plausible Inflection ↗](https://aclanthology.org/2021.sigmorphon-1.28/)**Basilio Calderone, Nabil Hathout, Olivier Bonami*1 citation*
24. **[The Match-Extend serialization algorithm in Multiprecedence ↗](https://aclanthology.org/2021.sigmorphon-1.3/)**Maxime Papillon*1 citation*
25. **[Training Strategies for Neural Multilingual Morphological Inflection ↗](https://aclanthology.org/2021.sigmorphon-1.26/)**Adam Ek, Jean-Philippe Bernardy*1 citation*

[See all 29 papers in SIGMORPHON 2021 — accepted papers →](https://md.research.elamur.ai/free/en/venues/sigmorphon/2021/papers/)

## Papers with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. [**MorphyNet: a Large Multilingual Database of Derivational and Inflectional Morphology**Khuyagbaatar Batsuren, Gabor Bella, Fausto Giunchiglia*2021 · 56 citations*](https://md.research.elamur.ai/free/en/papers/batsuren-2021-morphynet/)

## Top topics

Topics of its works in our library, with the number of works on each.

[Multilingual & cross-lingual NLP (1)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Morphology (1)](https://md.research.elamur.ai/free/en/topics/morphology/) · [English (1)](https://md.research.elamur.ai/free/en/topics/english/)

## Fields

[Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Fausto Giunchiglia**1 work here · 56 citations](https://md.research.elamur.ai/free/en/authors/fausto-giunchiglia/) · [🧑‍🔬**Gabor Bella**1 work here · 56 citations](https://md.research.elamur.ai/free/en/authors/gabor-bella/) · [🧑‍🔬**Khuyagbaatar Batsuren**1 work here · 56 citations](https://md.research.elamur.ai/free/en/authors/khuyagbaatar-batsuren/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🎓**University of Trento** Trento · Italy 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-trento/) · [🎓**Jilin University** Changchun · China 1 work here](https://md.research.elamur.ai/free/en/universities/jilin-university/) · [🎓**National University of Mongolia** Ulaanbaatar · Mongolia 1 work here](https://md.research.elamur.ai/free/en/universities/national-university-of-mongolia/)

works and citations from OpenAlex and our library.

- [← previous SIGMORPHON 2016](https://md.research.elamur.ai/free/en/venues/sigmorphon/2016/)
- [next → SIGMORPHON 2022](https://md.research.elamur.ai/free/en/venues/sigmorphon/2022/)
- [↑ back to SIGMORPHON](https://md.research.elamur.ai/free/en/venues/sigmorphon/)