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Workshop on NLP for Indigenous Languages of the Americas (AmericasNLP)

Workshop seriesPublished by Association for Computational Linguistics

 Works by year

Works in our library by year

11 dated works from 2021 to 2026; the busiest year is 2026 with 9.

Works in our library by year92021: 120212022: 020222023: 020232024: 120242025: 020252026: 92026
The numbers
YearWorks
20269
20241
20211

 Top topics

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

 Low-resource languages (7) Machine translation (4) Vision & language (3) Language models & pretraining (2) Evaluation & benchmarks (2) Morphology (1) Tokenization & segmentation (1)

 Fields

 Arts and Humanities (11) Computer Science (11) Social Sciences (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.

 Works in our library (11)

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

  1. Findings of the AmericasNLP 2021 Shared Task on Open Machine Translation for Indigenous Languages of the AmericasManuel Mager, Arturo Oncevay, Abteen Ebrahimi, et al.2021 · 118 citations
  2. LLM-Assisted Rule Based Machine Translation for Low/No-Resource LanguagesJared Coleman, Bhaskar Krishnamachari, Ruben Rosales, et al.2024 · 20 citations
  3. A Systematic Comparison of Parameter-Efficient Fine-Tuning Techniques for Low-Resource Neural Machine Translation: Evidence from Indigenous Languages of the AmericasDrew Stackhouse, Justin Debenedetto2026 · 3 citations
  4. Culturally-Aware Image Captioning for Guaraní with Multimodal Prompting: IUHoosiers at AmericasNLP 2026Wenchen Shi, Phakphum Artkaew, Luke Gessler2026 · 1 citation
  5. Nearest-Neighbor Retrieval for Indigenous Image CaptioningJustin Vasselli, Arturo Martínez Peguero, Shintaro Ozaki, et al.2026 · 1 citation
  6. 6fanle Submission to the AmericasNLP 2026 Shared Task on Wixarika Image CaptioningJi Wang, Hanqi Yang2026 · 1 citation
  7. IndigiEval: Evaluating LLMs in North American Indigenous LanguagesJulia Mainzinger, Jacqueline Brixey2026
  8. On the Robustness of Morphosyntactic Transformation with Large Language Models: The Case of Quechua CollaoPool Pocco, Arturo Oncevay2026
  9. Linguistic Feature Tagging for Automatic Classification of 27 Closely-Related Quechua VarietiesClaire Benét Post, Alexis Palmer2026
  10. Evaluating Frontier LLM Translation Capability for LakotaLance Robertson2026
  11. Bringing Mapudungun into the Modern MT Ecosystem: Morphology-Aware Tokenization for NLLB-200 Fine-TuningIsaac Thompson, Brandon Rogers, Eric Ringger2026

Venues, publishers and identifiers from OpenAlex (2026-10-14) and the ACL Anthology; yearly proceedings are counted as one series.

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