Joan Nwatu

5 papers · 2023–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 👥 Mega-Team · Legion

Venues

AAAI (2) EMNLP (1) NAACL (1) NeurIPS (1)

Top co-authors

Oana Ignat (5) Rada Mihalcea (5) Thamar Solorio (2) Longju Bai (2) Christian Salamea (1) Fajri Koto (1) Guido Ivetta (1) Zhijing Jin (1) Marcos Estecha-Garitagoitia (1) Ruochen Zhang (1)

Research topics

Artificial Intelligence (4) Machine Learning (4) Application Areas (4) Core AI (4) Computer Vision (1) Natural Language Processing (1) Applications (1) Domain-Specific (1) Resources & Methods (1)

Keywords

vision-language model (2) domain adaptation (1) visual question answering (1) multilingual nlp (1) prompt engineering (1) low-resource language (1) benchmark dataset (1) large multimodal model (1) cultural bia (1) multimodal model (1) algorithmic bia (1) cultural diversity (1) fairness evaluation (1) data diversity (1) ai fairness (1) socioeconomic factor (1) performance disparity (1) socioeconomic disparity (1) socioeconomic bia (1) inclusive ai (1)

Papers

Culture Affordance Atlas: Reconciling Object Diversity Through Functional Mapping AAAI 2026 Uplifting Lower-Income Data: Strategies for Socioeconomic Perspective Shifts in Large Multi-modal Models NAACL 2025 Why AI Is WEIRD and Shouldn't Be This Way: Towards AI for Everyone, with Everyone, by Everyone AAAI 2025 CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark NeurIPS 2024 Bridging the Digital Divide: Performance Variation across Socio-Economic Factors in Vision-Language Models EMNLP 2023