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Question Answering on LoCoMo 200-question

19.2F1AURA Intent
3.67.6511.715.75Jun 4, 2026

Evaluation results

MethodLinks
AURA IntentCondition=full AURA pipeline with IntentInferrer, Backbone=gpt-4o-mini, Seed=12026.0619.22.56.191.420
NoIntentCondition=ReAct-style tool use, Backbone=gpt-4o-mini, Seed=12026.0617.32.52.911.330
LiteralCondition=single LLM call with session catalog only, Backbone=gpt-4o-mini, Seed=12026.064.221.160—