📰 Workshop on the Use of Computational Methods in the Study of Endangered Languages 2022 — accepted papers

Workshop on the Use of Computational Methods in the Study of Endangered Languages 2022 is the 2022 edition of the Workshop on the Use of Computational Methods in the Study of Endangered Languages, held in Dublin, Ireland, May 2022 (publisher: Association for Computational Linguistics). The ACL Anthology lists 23 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.

📍 Dublin, Ireland · 🗓 May 2022

Most cited papers

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

1. Can We Use Word Embeddings for Enhancing Guarani-Spanish Machine Translation? ↗Santiago Góngora, Nicolás Giossa, Luis Chiruzzo15 citations
2. Fine-tuning pre-trained models for Automatic Speech Recognition, experiments on a fieldwork corpus of Japhug (Trans-Himalayan family) ↗Séverine Guillaume, Guillaume Wisniewski, Cécile Macaire et al.9 citations
3. Challenges and Perspectives for Innu-Aimun within Indigenous Language Technologies ↗Antoine Cadotte, Tan Le Ngoc, Mathieu Boivin et al.6 citations
4. One Wug, Two Wug+s Transformer Inflection Models Hallucinate Affixes ↗Farhan Samir, Miikka Silfverberg5 citations
5. Developing a Part-Of-Speech tagger for te reo Māori ↗Aoife Finn, Peter-Lucas Jones, Keoni Mahelona et al.4 citations
6. Faoi Gheasa an adaptive game for Irish language learning ↗Liang Xu, Elaine Uí Dhonnchadha, Monica Ward4 citations
7. Using LARA to create image-based and phonetically annotated multimodal texts for endangered languages ↗Branislav Bédi, Hakeem Beedar, Belinda Chiera et al.4 citations
8. Using Speech and NLP Resources to build an iCALL platform for a minority language, the story of An Scéalaí, the Irish experience to date ↗Neasa Ní Chiaráin, Oisín Nolan, Madeleine Comtois et al.4 citations
9. Automated speech tools for helping communities process restricted-access corpora for language revival efforts ↗Nay San, Martijn Bartelds, Tolúlọpẹ́ Ògúnrẹ̀mí et al.3 citations
10. Corpus Development of Kiswahili Speech Recognition Test and Evaluation sets, Preemptively Mitigating Demographic Bias Through Collaboration with Linguists ↗Kathleen Siminyu, Kibibi Mohamed Amran, Abdulrahman Ndegwa Karatu et al.3 citations

All accepted papers (23)

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

1. Can We Use Word Embeddings for Enhancing Guarani-Spanish Machine Translation? ↗Santiago Góngora, Nicolás Giossa, Luis Chiruzzo15 citations
2. Fine-tuning pre-trained models for Automatic Speech Recognition, experiments on a fieldwork corpus of Japhug (Trans-Himalayan family) ↗Séverine Guillaume, Guillaume Wisniewski, Cécile Macaire et al.9 citations
3. Challenges and Perspectives for Innu-Aimun within Indigenous Language Technologies ↗Antoine Cadotte, Tan Le Ngoc, Mathieu Boivin et al.6 citations
4. One Wug, Two Wug+s Transformer Inflection Models Hallucinate Affixes ↗Farhan Samir, Miikka Silfverberg5 citations
5. Developing a Part-Of-Speech tagger for te reo Māori ↗Aoife Finn, Peter-Lucas Jones, Keoni Mahelona et al.4 citations
6. Faoi Gheasa an adaptive game for Irish language learning ↗Liang Xu, Elaine Uí Dhonnchadha, Monica Ward4 citations
7. Using LARA to create image-based and phonetically annotated multimodal texts for endangered languages ↗Branislav Bédi, Hakeem Beedar, Belinda Chiera et al.4 citations
8. Using Speech and NLP Resources to build an iCALL platform for a minority language, the story of An Scéalaí, the Irish experience to date ↗Neasa Ní Chiaráin, Oisín Nolan, Madeleine Comtois et al.4 citations
9. Automated speech tools for helping communities process restricted-access corpora for language revival efforts ↗Nay San, Martijn Bartelds, Tolúlọpẹ́ Ògúnrẹ̀mí et al.3 citations
10. Corpus Development of Kiswahili Speech Recognition Test and Evaluation sets, Preemptively Mitigating Demographic Bias Through Collaboration with Linguists ↗Kathleen Siminyu, Kibibi Mohamed Amran, Abdulrahman Ndegwa Karatu et al.3 citations
11. Enhancing Documentation of Hupa with Automatic Speech Recognition ↗Zoey Liu, Justin Spence, Emily Prud'hommeaux3 citations
12. G$_i$2P$_i$ Rule-based, index-preserving grapheme-to-phoneme transformations ↗Aidan Pine, Patrick William Littell, Eric Joanis et al.3 citations
13. Morphologically annotated corpora of PomakRitván Jusúf Karahóǧa, Panagiotis G. Krimpas, Vivian Stamou et al.3 citations · our summary
14. Closing the NLP Gap: Documentary Linguistics and NLP Need a Shared Software Infrastructure ↗Luke Gessler2 citations
15. Using Graph-Based Methods to Augment Online Dictionaries of Endangered Languages ↗Khalid Alnajjar, Mika Hämäläinen, Niko Tapio Partanen et al.2 citations
16. CLD\texttwosuperior Language Documentation Meets Natural Language Processing for Revitalising Endangered Languages ↗Roberto Zariquiey, Arturo Oncevay, Javier Vera1 citation
17. New syntactic insights for automated Wolof Universal Dependency parsing ↗Bill Dyer1 citation
18. Shallow Parsing for Nepal Bhasa Complement Clauses ↗Borui Zhang, Abe Kazemzadeh, Brian Reese1 citation
19. A Word-and-Paradigm Workflow for Fieldwork Annotation ↗Maria Copot, Sara Court, Noah Diewald et al.
20. Development of the Siberian Ingrian Finnish Speech Corpus ↗Ivan Ubaleht, Taisto-Kalevi Raudalainen
21. Learning Through Transcription ↗Mat Bettinson, Steven Bird
22. Recovering Text from Endangered Languages Corrupted PDF documents ↗Nicolas Stefanovitch
23. Reusing a Multi-lingual Setup to Bootstrap a Grammar Checker for a Very Low Resource Language without Data ↗Inga Lill Sigga Mikkelsen, Linda Wiechetek, Flammie A Pirinen

📄 Papers with our summary in our library (1)

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

1. Morphologically annotated corpora of PomakWorkshop on the Use of Computational Methods in the Study of Endangered LanguagesRitván Jusúf Karahóǧa, Panagiotis G. Krimpas, Vivian Stamou, et al.2022 · 7 citations

🧭 Top topics

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

🧩Morphology (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.

🔬Institute for Language and Speech ProcessingMarousi · Greece1 work here🔬Athena Research and Innovation Center In Information Communication & Knowledge TechnologiesMarousi · Greece1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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