--- title: "David Anugraha — author profile and papers in our library" description: "David Anugraha, University of Toronto: 4 papers on Elamur Research (2024–2025), h-index 2 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/david-anugraha/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/david-anugraha/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / David Anugraha # David Anugraha David Anugraha has 4 papers in our library, in 2024–2025, most of them on [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/), [Question answering](https://md.research.elamur.ai/free/en/topics/question-answering/), [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/); often with [Genta Indra Winata](https://md.research.elamur.ai/free/en/authors/genta-indra-winata/), [Derry Tanti Wijaya](https://md.research.elamur.ai/free/en/authors/derry-tanti-wijaya/), [A. Seza Doğruöz](https://md.research.elamur.ai/free/en/authors/a-seza-dogruoz/). 4 papers in our library · 2024–2025 [OpenAlex](https://openalex.org/A5093876039) · [**h-index 2**](https://openalex.org/authors/A5093876039) · [32 works](https://openalex.org/works?filter=author.id:A5093876039) · [65 citations](https://openalex.org/works?filter=author.id:A5093876039&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/david-anugraha/#papers) · [🔗 Cited 287 times in our library](https://md.research.elamur.ai/free/en/authors/david-anugraha/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7235](https://md.research.elamur.ai/free/en/paper-stars/page/73/#star-7235) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=David+Anugraha) · [Semantic Scholar](https://www.semanticscholar.org/search?q=David+Anugraha) · [dblp](https://dblp.org/search?q=David+Anugraha) · [ACL Anthology](https://aclanthology.org/search/?q=David+Anugraha) ## Affiliations [🎓**Stanford University** Stanford · United States 2025–2026 · 12 papers*current*](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🎓**University of Toronto** Toronto · Canada 2024–2026 · 9 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-toronto/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 8 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Experimental and Cognitive Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/experimental-and-cognitive-psychology/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 6 Research subjects and languages the work is about.[Multilingual & cross-lingual NLP · 3 works](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Knowledge graphs & ontologies · 1 work](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Question answering · 1 work](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2025** 3 papers](https://md.research.elamur.ai/free/en/authors/david-anugraha/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/david-anugraha/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines](https://md.research.elamur.ai/free/en/papers/winata-2025-worldcuisines-massive-scale-benchmark-multilingual/)** *(2025 · 46 citations)* Vision Language Models (VLMs) often lack culture-specific knowledge, especially outside English and for underrepresented regions. 2. **[URIEL+: Enhancing Linguistic Inclusion and Usability in a Typological and Multilingual Knowledge Base](https://md.research.elamur.ai/free/en/papers/khan-2025-uriel-enhancing-linguistic-inclusion-usability/)** *(2025 · 15 citations)* URIEL, queried through the lang2vec tool, is a widely cited source of geographical, phylogenetic and typological language vectors. 3. **[MetaMetrics: Calibrating Metrics For Generation Tasks Using Human Preferences](https://md.research.elamur.ai/free/en/papers/winata-2024-metametrics-calibrating-metrics-generation-tasks/)** *(2024 · 9 citations)* Automatic metrics such as BLEU or BERTScore often disagree with human judgments. Each tends to capture only one quality dimension, such as coherence, consistency or relevance, and many come in poorly documented variants. The authors propose MetaMetrics, a supervised "meta-metric" that learns how to combine existing… 4. **[mR3: Multilingual Rubric-Agnostic Reward Reasoning Models](https://md.research.elamur.ai/free/en/papers/anugraha-2025-mr3-multilingual-rubric-agnostic-reward/)** *(2025 · 5 citations)* LLM judges work well for automatic evaluation in English but lose accuracy in other languages, and it is unclear how best to train them multilingually. ## All works 6 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them. 1. **[WorldCuisines: A Massive-Scale Benchmark for Multilingual and Multicultural Visual Question Answering on Global Cuisines](https://md.research.elamur.ai/free/en/papers/winata-2025-worldcuisines-massive-scale-benchmark-multilingual/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Genta Indra Winata, Frederikus Hudi, Patrick Amadeus Irawan, et al.*2025 · 46 citations* 2. **[URIEL+: Enhancing Linguistic Inclusion and Usability in a Typological and Multilingual Knowledge Base](https://md.research.elamur.ai/free/en/papers/khan-2025-uriel-enhancing-linguistic-inclusion-usability/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Aditya Khan, Mason Shipton, David Anugraha, et al.*2025 · 15 citations* 3. **[MetaMetrics-MT: Tuning Meta-Metrics for Machine Translation via Human Preference Calibration ↗](https://aclanthology.org/2024.wmt-1.32/) Proceedings of the Ninth Conference on Machine Translation · no summary yet**David Anugraha et al.*2024 · 11 citations* 4. [**MetaMetrics: Calibrating Metrics For Generation Tasks Using Human Preferences arXiv:2410.02381**Genta Indra Winata, David Anugraha, Lucky Susanto, et al.*2024 · 9 citations*](https://md.research.elamur.ai/free/en/papers/winata-2024-metametrics-calibrating-metrics-generation-tasks/) 5. [**mR3: Multilingual Rubric-Agnostic Reward Reasoning Models arXiv:2510.01146**David Anugraha, Shou-Yi Hung, Zilu Tang, et al.*2025 · 5 citations*](https://md.research.elamur.ai/free/en/papers/anugraha-2025-mr3-multilingual-rubric-agnostic-reward/) 6. **[SparkMe: Adaptive Semi-Structured Interviewing for Qualitative Insight Discovery ↗](https://arxiv.org/abs/2602.21136) arXiv (Cornell University) · no summary yet**David Anugraha, Vishakh Padmakumar, Diyi Yang*2026 · 3 citations* ## Co-authors here 12 of 13 co-authors with a page, the most papers together first. - [Genta Indra Winata](https://md.research.elamur.ai/free/en/authors/genta-indra-winata/) ×3 - [Derry Tanti Wijaya](https://md.research.elamur.ai/free/en/authors/derry-tanti-wijaya/) ×2 - [A. Seza Doğruöz](https://md.research.elamur.ai/free/en/authors/a-seza-dogruoz/) - [Adam Nohejl](https://md.research.elamur.ai/free/en/authors/adam-nohejl/) - [Aditya Khan](https://md.research.elamur.ai/free/en/authors/aditya-khan/) - [Annie En-Shiun Lee](https://md.research.elamur.ai/free/en/authors/annie-en-shiun-lee/) - [En-Shiun Annie Lee](https://md.research.elamur.ai/free/en/authors/en-shiun-annie-lee/) - [Frederikus Hudi](https://md.research.elamur.ai/free/en/authors/frederikus-hudi/) - [Mason Shipton](https://md.research.elamur.ai/free/en/authors/mason-shipton/) - [Nedjma Ousidhoum](https://md.research.elamur.ai/free/en/authors/nedjma-ousidhoum/) - [Phuong H. Hoang](https://md.research.elamur.ai/free/en/authors/phuong-h-hoang/) - [Rifki Afina Putri](https://md.research.elamur.ai/free/en/authors/rifki-afina-putri/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) - [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/): [COLING 2025](https://md.research.elamur.ai/free/en/venues/coling/2025/) - [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/): [NAACL 2025](https://md.research.elamur.ai/free/en/venues/naacl/2025/) - [Nature](https://md.research.elamur.ai/free/en/venues/nature/) - Proceedings of the Ninth Conference on Machine Translation ## Cited by Papers of our library cite their works 287 times (of the 149,439 papers whose bibliographies we read); [80 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/david-anugraha/cited-by/). Updated 31 October 2026