Announcement_6

🏷 Fanar · Document Understanding   Our paper Reasoning over Non-Parametric Memory in Multilingual LLMs: A Cognitive-Based Analysis of Relational Knowledge was accepted at COLM 2026 — probing relational reasoning in RAG-style settings across factual, counterfactual, and neutralized contexts, over six languages and Bloom-inspired cognitive levels. Congratulations to Zohreh Abbasi Liasi, Batoul Hammoud, and Anas Madkoor.