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AfriEconQA, a benchmark for document-grounded question answering built from 204 World Bank economic reports on African economies, is introduced, a corpus whose claims are tied to specific fiscal periods, countries, and projection states.
The Cognitive Synergy Framework is introduced, a methodology for generating highquality humor data inspired by psychological theories of humor, and model variants significantly outperform larger instruction-tuned baselines and achieve top-tier open-weight performance while remaining competitive with frontier proprietar...
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