Decomposed Prompting Does Not Fix Knowledge Gaps, But Helps Models Say "I Don't Know". - Dhruv Madhwal; Lyuxin David Zhang; Dan Roth 001; Tomer Wolfson; Vivek Gupta 001 (CoRR, 2026)

Concrete Jungle: Towards Concreteness Paved Contrastive Negative Mining for Compositional Understanding. - Eun Woo Im; Dhruv Madhwal; Vivek Gupta 001 (CoRR, 2026)