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SEMA-RAG: A Self-Evolving Multi-Agent Retrieval-Augmented Generation Framework for Medical Reasoning
Announce Type: replace Abstract: Retrieval-Augmented Generation (RAG) is widely employed to mitigate risks such as hallucinations and knowledge obsolescence in medical question answering, yet its predominantly single-round, static retrieval paradigm misaligns with the multi-stage process of clinical reasoning. This compressed workflow induces two structural deficiencies: question-to-query translation often lacks clinically grounded semantic interpretation, and retrieval lacks iterative...
World Cup Group F guide
World Cup 2026 Group F guide - fixtures, schedule, standings and odds for Netherlands, Japan, Sweden and Tunisia World Cup Group F includes Netherlands, Japan, Sweden and Tunisia; matches to take place in Arlington, Houston and Kansas City in the US, plus Guadalupe in Mexico; three-time runners-up Netherlands looking for first World Cup win; Graham Potter leads Sweden into tournament Tuesday 2 June 2026 13:21, UK World Cup Group F sees three-times runners-up Netherlands begin their campaign...
What are the FIFA World Cup 2026 squads for all 48 teams?
What are the FIFA World Cup 2026 squads for all 48 teams? From icons bidding adieu, to upcoming stars looking to make their mark on the biggest, Al Jazeera lists all the players. The countdown to the FIFA World Cup 2026 has entered the single-figure mark, with the tournament getting under way in nine days in Mexico City.