Prayas Abhinav
Individual
Analyses design writing for structural coherence across five dimensions (claim, evidence, scope, assumptions, gaps). A fine-tuned DeBERTa model qualifies input, deterministic rules judge severity, ...
Maps the structural shape of play concepts across six dimensions. Human selection replaces AI classification at the qualification stage. Embedding-based relationship rules surface patterns. Narrati...
Shows structural relationships between scattered text fragments. Four orthogonal signals (embedding similarity, TF-IDF distinctiveness, VADER sentiment, lexical profile) feed six deterministic rule...
Individual
Prayas Abhinav
