Manav Nitin Kapadnis

Research focus

Multimodal Models (2)Reasoning & Chain-of-Thought (1)Code Generation & Program Synthesis (1)Eval Frameworks & Benchmarks (1)

Frequent co-authors

Abhilash Nandy (1)Rahul Seetharaman (1)Aman Bansal (1)Rounak Saha (1)

Papers (2)

Aug 24, 2026

Affiliation:4d ago

CaRGo-T: Causal Reasoning Graph-of-Thought improves Multimodal Humor Comprehension

Humor comprehension in AI just got a boost, with CaRGo-T improving performance by up to 20% through innovative graph-based reasoning.

Abhilash Nandy, Rahul Seetharaman, Aman Bansal +4

Multimodal Models Reasoning & Chain-of-Thought

Feb 17, 2026

Affiliation:Feb 17, 2026·also CMU ML

ChartEditBench: Evaluating Grounded Multi-Turn Chart Editing in Multimodal Language Models

MLLMs struggle with multi-turn chart editing, forgetting context and accumulating errors, especially when the edits involve data transformations, not just styling.

Manav Nitin Kapadnis, Lawanya Baghel, Carolyn Rosé

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Multimodal Models

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Manav Nitin Kapadnis

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)