2 papers
cs.CV2026
One Geometry, Different Outcomes: Readout-Dependent Effects of the Modality Gap in Vision-Language Models
Aditya Sharma, Divya Saxena
Contrastive vision-language models learn shared embedding spaces by aligning matched image-text pairs, yet their representations remain separated by a modality gap. Prior work repo…
cs.AI2026
CIFQA: A Deterministic Tool-Grounded Multi-Agent LLM Framework for Financial Query Answering
Kunjesh Parekh, Anil Kumar Tiwari, Divya Saxena
Calculation-intensive financial question answering requires exact reasoning over structured rates, temporal conditions, numerical formulas, and rule-based constraints. Although Lar…