Shivalika Singh

4 papers · 2024–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 👥 Mega-Team · Legion

Venues

ACL (3) ICLR (1)

Top co-authors

Marzieh Fadaee (4) Sara Hooker (4) Wei-Yin Ko (3) Angelika Romanou (2) Freddie Vargus (2) Niklas Muennighoff (2) Julia Kreutzer (2) Shayne Longpre (2) Börje F. Karlsson (2) Dominik Krzemiński (2)

Research topics

Natural Language Processing (4) Resources & Methods (4) Artificial Intelligence (2) Machine Learning (2) Learning Types (2) Deep Learning (1) Interdisciplinary (1) Application Areas (1) Core AI (1) Learning Paradigms (1) Linguistics (1) Models (1)

Keywords

large language model (3) benchmark evaluation (2) instruction fine-tuning (2) multilingual evaluation (2) multilingual language model (2) language model (1) multilingual instruction tuning (1) cultural bia (1) language coverage (1) translation bia (1) language model benchmark (1) language gap (1) regional knowledge (1) participatory research (1) machine translation (1) question answering (1) dataset collection (1) low-resource language (1)

Papers

Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation ACL 2025 INCLUDE: Evaluating Multilingual Language Understanding with Regional Knowledge ICLR 2025 Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning ACL 2024 Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model ACL 2024