📰 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.

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 ↗Tiago Pimentel, Maria Ryskina, Sabrina J. Mielke et al.36 citations
2. MorphyNet: a Large Multilingual Database of Derivational and Inflectional MorphologyKhuyagbaatar Batsuren, Gábor Bella, Fausto Giunchiglia23 citations · our summary
3. Results of the Second SIGMORPHON Shared Task on Multilingual Grapheme-to-Phoneme Conversion ↗Lucas F.E. Ashby, Travis M. Bartley, Simon Clematide et al.14 citations
4. An FST morphological analyzer for the Gitksan language ↗Clarissa Forbes, Garrett Nicolai, Miikka Silfverberg6 citations
5. CLUZH at SIGMORPHON 2021 Shared Task on Multilingual Grapheme-to-Phoneme Conversion: Variations on a Baseline ↗Simon Clematide, Peter Makarov6 citations
6. What transfers in morphological inflection? Experiments with analogical models ↗Micha Elsner5 citations
7. Adaptor Grammars for Unsupervised Paradigm Clustering ↗Kate McCurdy, Sharon Goldwater, Adam Lopez4 citations
8. Data augmentation for low-resource grapheme-to-phoneme mapping ↗Michael Hammond4 citations
9. Findings of the SIGMORPHON 2021 Shared Task on Unsupervised Morphological Paradigm Clustering ↗Adam Wiemerslage, Arya D. McCarthy, Alexander Erdmann et al.4 citations
10. Recognizing Reduplicated Forms: Finite-State Buffered Machines ↗Yang Wang4 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 ↗Tiago Pimentel, Maria Ryskina, Sabrina J. Mielke et al.36 citations
2. MorphyNet: a Large Multilingual Database of Derivational and Inflectional MorphologyKhuyagbaatar Batsuren, Gábor Bella, Fausto Giunchiglia23 citations · our summary
3. Results of the Second SIGMORPHON Shared Task on Multilingual Grapheme-to-Phoneme Conversion ↗Lucas F.E. Ashby, Travis M. Bartley, Simon Clematide et al.14 citations
4. An FST morphological analyzer for the Gitksan language ↗Clarissa Forbes, Garrett Nicolai, Miikka Silfverberg6 citations
5. CLUZH at SIGMORPHON 2021 Shared Task on Multilingual Grapheme-to-Phoneme Conversion: Variations on a Baseline ↗Simon Clematide, Peter Makarov6 citations
6. What transfers in morphological inflection? Experiments with analogical models ↗Micha Elsner5 citations
7. Adaptor Grammars for Unsupervised Paradigm Clustering ↗Kate McCurdy, Sharon Goldwater, Adam Lopez4 citations
8. Data augmentation for low-resource grapheme-to-phoneme mapping ↗Michael Hammond4 citations
9. Findings of the SIGMORPHON 2021 Shared Task on Unsupervised Morphological Paradigm Clustering ↗Adam Wiemerslage, Arya D. McCarthy, Alexander Erdmann et al.4 citations
10. Recognizing Reduplicated Forms: Finite-State Buffered Machines ↗Yang Wang4 citations
11. Recursive prosody is not finite-state ↗Hossep Dolatian, Aniello De Santo, Thomas Graf4 citations
12. Were We There Already? Applying Minimal Generalization to the SIGMORPHON-UniMorph Shared Task on Cognitively Plausible Morphological Inflection ↗Colin Wilson, Jane S.Y. Li4 citations
13. Incorporating tone in the calculation of phonotactic probability ↗James Kirby3 citations
14. Linguistic Knowledge in Multilingual Grapheme-to-Phoneme Conversion ↗Roger Yu-Hsiang Lo, Garrett Nicolai3 citations
15. Paradigm Clustering with Weighted Edit Distance ↗Andrew Gerlach, Adam Wiemerslage, Katharina Kann3 citations
16. A Study of Morphological Robustness of Neural Machine Translation ↗Sai Muralidhar Jayanthi, Adithya Pratapa2 citations
17. Orthographic vs. Semantic Representations for Unsupervised Morphological Paradigm Clustering ↗E. Margaret Perkoff, Josh Daniels, Alexis Palmer2 citations
18. Simple induction of (deterministic) probabilistic finite-state automata for phonotactics by stochastic gradient descent ↗Huteng Dai, Richard Futrell2 citations
19. Unsupervised Paradigm Clustering Using Transformation Rules ↗Changbing Yang, Garrett Nicolai, Miikka Silfverberg2 citations
20. Avengers, Ensemble! Benefits of ensembling in grapheme-to-phoneme prediction ↗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 ↗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 ↗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 ↗Basilio Calderone, Nabil Hathout, Olivier Bonami1 citation
24. The Match-Extend serialization algorithm in Multiprecedence ↗Maxime Papillon1 citation
25. Training Strategies for Neural Multilingual Morphological Inflection ↗Adam Ek, Jean-Philippe Bernardy1 citation

See all 29 papers in SIGMORPHON 2021 — accepted 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 MorphologyKhuyagbaatar Batsuren, Gabor Bella, Fausto Giunchiglia2021 · 56 citations

🧭 Top topics

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

🌍Multilingual & cross-lingual NLP (1)🧩Morphology (1)English (1)

📚 Fields

🎭Arts and Humanities (1)🖥️Computer Science (1)

🧑‍🔬 Top authors

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

🏛️ Top institutions

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

🎓University of TrentoTrento · Italy1 work here🎓Jilin UniversityChangchun · China1 work here🎓National University of MongoliaUlaanbaatar · Mongolia1 work here

works and citations from OpenAlex and our library.

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/sigmorphon/2021/