---
title: "AmericasNLP 2026 — all accepted papers — the most cited first"
description: "All 27 papers of AmericasNLP 2026, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/americasnlp/2026/papers/"
---
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# AmericasNLP 2026: all accepted papers

27 papers · the most cited first · [← AmericasNLP 2026](https://md.research.elamur.ai/free/en/venues/americasnlp/2026/)

1. **[A Systematic Comparison of Parameter-Efficient Fine-Tuning Techniques for Low-Resource Neural Machine Translation: Evidence from Indigenous Languages of the Americas](https://md.research.elamur.ai/free/en/papers/stackhouse-2026-systematic-comparison-parameter-efficient-fine/)**Drew Stackhouse, Justin Debenedetto*3 citations · our summary*
2. **[6fanle Submission to the AmericasNLP 2026 Shared Task on Wixarika Image Captioning](https://md.research.elamur.ai/free/en/papers/wang-2026-6fanle-submission-americasnlp-2026-shared/)**Ji Wang, Hanqi Yang*our summary*
3. **[A data-centric approach to performance improvement in under-resourced ASR: The case of Dënë Sųłıné ↗](https://aclanthology.org/2026.americasnlp-6.9/)**Olga Kriukova, Olga Lovick, Antti Arppe
4. **[Bridging Digital Tools for Linguistic Documentation and Revitalization ↗](https://aclanthology.org/2026.americasnlp-6.3/)**Christopher Haberland, Carly Crowther, Jingnong Qu et al.
5. **[Bringing Mapudungun into the Modern MT Ecosystem: Morphology-Aware Tokenization for NLLB-200 Fine-Tuning](https://md.research.elamur.ai/free/en/papers/thompson-2026-bringing-mapudungun-into-modern-mt/)**Isaac Thompson, Brandon Rogers, Eric Ringger*our summary*
6. **[Building Community-Centred NLP Resources for Puno Quechua ↗](https://aclanthology.org/2026.americasnlp-6.13/)**Elwin Huaman, Adrian Gamarra Lafuente, Johanna Cordova et al.
7. **[Corpora duplication for NLP in low-resource languages: A case study of Nahuatl ↗](https://aclanthology.org/2026.americasnlp-6.11/)**Juan Jose Guzman Landa, Juan-Manuel Torres-Moreno, Luis Moreno Jimenez et al.
8. **[Culturally Grounded Image Captioning in Indigenous Languages with Vision-Language Models: Cascaded and Single-Stage Approaches ↗](https://aclanthology.org/2026.americasnlp-6.23/)**Mirelle Bueno, Sushil Garg
9. **[Culturally-Aware Image Captioning for Guaraní with Multimodal Prompting: IUHoosiers at AmericasNLP 2026](https://md.research.elamur.ai/free/en/papers/shi-2026-culturally-aware-image-captioning-guarani/)**Wenchen Shi, Phakphum Artkaew, Luke Gessler*our summary*
10. **[Deer, Deities, and Dancing: Culturally Biased LLM Hallucination in Low-Resource Wixárika Translation ↗](https://aclanthology.org/2026.americasnlp-6.7/)**Henry Gagnier, Ashwin Kirubakaran
11. **[Evaluating Frontier LLM Translation Capability for Lakota](https://md.research.elamur.ai/free/en/papers/robertson-2026-evaluating-frontier-llm-translation-capability/)**Lance Robertson*our summary*
12. **[Findings of the AmericasNLP 2026 Shared Task on Cultural Image Captioning for Indigenous Languages ↗](https://aclanthology.org/2026.americasnlp-6.27/)**Minh Duc Bui, David Guzmán, Abteen Ebrahimi et al.
13. **[From Machine Translation to Image Captioning: Training Vision-Language Models for Indigenous Languages of the Americas ↗](https://aclanthology.org/2026.americasnlp-6.20/)**Luis Lara, Param Raval
14. **[IndigiEval: Evaluating LLMs in North American Indigenous Languages](https://md.research.elamur.ai/free/en/papers/mainzinger-2026-indigieval-evaluating-llms-north-american/)**Julia Mainzinger, Jacqueline Brixey*our summary*
15. **[Linguistic Feature Tagging for Automatic Classification of 27 Closely-Related Quechua Varieties](https://md.research.elamur.ai/free/en/papers/post-2026-linguistic-feature-tagging-automatic-classification/)**Claire Benét Post, Alexis Palmer*our summary*
16. **[Nearest-Neighbor Retrieval for Indigenous Image Captioning](https://md.research.elamur.ai/free/en/papers/vasselli-2026-nearest-neighbor-retrieval-indigenous-image/)**Justin Vasselli, Arturo Martínez Peguero, Shintaro Ozaki et al.*our summary*
17. **[Neural Text-to-Speech for Myaamia: Speech Synthesis for an Indigenous Algonquian Language ↗](https://aclanthology.org/2026.americasnlp-6.1/)**Anita Baral, John Femiani, Hunter Lockwood et al.
18. **[On the Robustness of Morphosyntactic Transformation with Large Language Models: The Case of Quechua Collao](https://md.research.elamur.ai/free/en/papers/pocco-2026-robustness-morphosyntactic-transformation-large-language/)**Pool Pocco, Arturo Oncevay*our summary*
19. **[QomL'aqtaqa: A Qom–Spanish Parallel Corpus for Natural Language Processing with Machine Translation Evaluation ↗](https://aclanthology.org/2026.americasnlp-6.17/)**Viviana Cotik, Aleksei Korablev, Paola Cúneo et al.
20. **[RAN: Resource Abundance Notation for Languages in NLP ↗](https://aclanthology.org/2026.americasnlp-6.15/)**Jared Coleman, Tainã Coleman, Bhaskar Krishnmachari
21. **[Retrieval-Augmented Long-Context Translation for Cultural Image Captioning: Gators submission for AmericasNLP 2026 shared task ↗](https://aclanthology.org/2026.americasnlp-6.19/)**Aashish Dhawan, Christopher Driggers-Ellis, Dzmitry Kasinets et al.
22. **[Schema-Constrained Image Captioning for Five Low-Resource Indigenous Languages ↗](https://aclanthology.org/2026.americasnlp-6.24/)**Diego Cuadros, Nicholas Leeds, Amanda Avalos et al.
23. **[The Power of Simplicity: N-Grams and Transformers in Nahuatl Language Identification ↗](https://aclanthology.org/2026.americasnlp-6.14/)**Luis Armando Mercado-Campos, Robert Pugh, Alexis Palmer
24. **[Toward a Coarse-Labeled Spoken Language Identification Dataset for Central Alaskan Yup'ik and Samoan from US Broadcast Archives ↗](https://aclanthology.org/2026.americasnlp-6.18/)**Yangyang Chen, Kyeongmin Rim, James Pustejovsky
25. **[Towards a Community-accessible Cahuilla corpus: Developing HTR for J.P. Harrington's handwritten fieldnotes on Mountain Cahuilla ↗](https://aclanthology.org/2026.americasnlp-6.10/)**Ray Huaute, Jacqueline Brixey
26. **[USP at AmericasNLP 2026 Shared Task: Culturally-Aware Image Captioning for Indigenous Languages via Vision-Language Models and Fine-Tuned Neural Machine Translation ↗](https://aclanthology.org/2026.americasnlp-6.25/)**Rafael M. Fernandes
27. **[What Resources Matter for Interlinear Glossing? Using LLMs and RAG for the Low-Resource Mapudungun Language ↗](https://aclanthology.org/2026.americasnlp-6.6/)**Anaís Almendra, Arianna Bisazza, Claudio Gutierrez et al.
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