ENTITY JOKER 2026

JOKER 2026

PulseAugur coverage of JOKER 2026 — every cluster mentioning JOKER 2026 across labs, papers, and developer communities, ranked by signal.

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RESEARCH · CL_254588 · Sep 14 · 14:12

VANGUARD team's IROH system wins JOKER 2026 humor ranking task

The VANGUARD team has developed IROH, a three-stage retrieval system that secured first place in the JOKER 2026 Track Task 1 English competition. This system combines hybrid retrieval methods, cross-encoder reranking, a…