TeamUp matches students to projects with semantic embeddings and builds diverse teams by modeling skill complementarity through embedding variance, outperforming traditional methods in a virtual test with higher match quality, better difficulty alignment, and greater team diversity.
Mills and David F
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TeamUp: Semantic Project Matching and Team Formation for Learning at Scale
TeamUp matches students to projects with semantic embeddings and builds diverse teams by modeling skill complementarity through embedding variance, outperforming traditional methods in a virtual test with higher match quality, better difficulty alignment, and greater team diversity.