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VANGUARD

company2 events
papersTODAY 04:00 UTC

VANGUARD Team Proposes Biometric and Demographic Conditioning for Multimodal Sexism Detection

A research team called VANGUARD submitted a framework for the EXIST 2026 Task 2 challenge that treats sexism detection as a subjective task shaped by individual perspective. The approach combines multimodal analysis with psychological and demographic conditioning, including biometric signals, to better model how different people judge the same content. The work appears in two arXiv cross-listings under cs.AI and cs.LG.

multimodal/sexism-detection/arxiv/bias
papersTODAY 04:00 UTC

IROH Retrieval System Leads JOKER 2026 Humor Ranking Task

A team called VANGUARD describes IROH, a three-stage retrieval pipeline that blends sparse and dense retrieval with cross-encoder reranking and LLM judges distilled from rationales. The system placed first on the English JOKER 2026 Task 1 leaderboard with a MAP score of 0.6347. The work appears as an arXiv paper under the cs.CL category.

humor/retrieval/benchmarks/clef