Frederikus Hudi
Frederikus Hudi has 3 papers in our library, in 2025–2026, most of them on Low-resource languages, Vision & language, Language models & pretraining; often with Arturo Martínez Peguero, Haruki Sakajo, Justin Vasselli.
OpenAlex · h-index 4 · 27 works · 76 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 134 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #7850
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 2 works
🧭 Topics 6Research subjects and languages the work is about.Vision & language · 2 worksEvaluation & benchmarks · 1 workMultilingual & cross-lingual NLP · 1 workQuestion answering · 1 workLow-resource languages · 2 worksLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines (2025 · 46 citations)
Vision Language Models (VLMs) often lack culture-specific knowledge, especially outside English and for underrepresented regions. - Measuring Linguistic Competence of LLMs on Indigenous Languages of the Americas (2026 · 1 citation)
The paper asks how much LLMs actually know about Indigenous languages of the Americas. Existing benchmarks mostly cover high-resource languages or focus narrowly on machine translation. The authors build a prompting-only probing benchmark, with no fine-tuning, from AmericasNLP 2025 Shared Task development data… - Nearest-Neighbor Retrieval for Indigenous Image Captioning (2026 · 1 citation)
This NAIST paper presents the team's entry for the AmericasNLP 2026 shared task, which focuses on generating image captions in Indigenous languages. The task covers Bribri, Guaraní, Nahuatl, Wixárika, and Yucatec Maya, all of which have very little training data. The authors compare two systems.
All works
- NusaCrowd: Open Source Initiative for Indonesian NLP Resources ↗Findings of the Association for Computational Linguistics: ACL 2023 · no summary yetSamuel Cahyawijaya et al.2023 · 95 citations
- WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global CuisinesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Genta Indra Winata, Frederikus Hudi, Patrick Amadeus Irawan, et al.2025 · 46 citations
- Measuring Linguistic Competence of LLMs on Indigenous Languages of the AmericasConference of the European Chapter of the Association for Computational Linguistics (EACL)Justin Vasselli, Arturo Martínez Peguero, Frederikus Hudi, et al.2026 · 1 citation
- Nearest-Neighbor Retrieval for Indigenous Image CaptioningWorkshop on NLP for Indigenous Languages of the Americas (AmericasNLP)Justin Vasselli, Arturo Martínez Peguero, Shintaro Ozaki, et al.2026 · 1 citation
Co-authors here
- Arturo Martínez Peguero ×2
- Haruki Sakajo ×2
- Justin Vasselli ×2
- Taro Watanabe ×2
- Adam Nohejl
- David Anugraha
- Genta Indra Winata
- Nedjma Ousidhoum
- Rifki Afina Putri
Venues
- Workshop on NLP for Indigenous Languages of the Americas (AmericasNLP): AmericasNLP 2026
- Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026
- Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2025
- Findings of the Association for Computational Linguistics: ACL 2023
Cited by
Updated
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