Faithful Chart Generation for Multimodal Deep Research: Frame-Evidence Co-Adaptation

arXiv:2610.00374 · cs.HC, cs.AI, cs.CL, cs.GR · Submitted 2026-09-30 · Read on arXiv

cs.HC, cs.AI, cs.CL, cs.GR

Submitted: 2026-09-30

Updated: 2026-09-30

Terminology

Adaptation — 39× in this paper · explained in 1 episode
Fidelity — 31× in this paper · explained in 2 episodes
Verification — 27× in this paper · explained in 2 episodes
Perplexity — 8× in this paper · explained in 3 episodes
Consistency — 7× in this paper · explained in 3 episodes
Alignment — 6× in this paper · explained in 1 episode
Ablation — 3× in this paper · explained in 1 episode
Provenance — 3× in this paper · explained in 4 episodes
Verifier — 3× in this paper · explained in 2 episodes
Ablation study — 2× in this paper · explained in 1 episode
Agentic Search — 2× in this paper · explained in 1 episode
Benchmark — 2× in this paper · explained in 2 episodes
Grounding — 2× in this paper · explained in 3 episodes
Reinforcement Learning — 2× in this paper · explained in 4 episodes
Adam — 1× in this paper · explained in 2 episodes
Agentic Framework — 1× in this paper · explained in 6 episodes
Hallucination — 1× in this paper · explained in 3 episodes
Instruction Tuning — 1× in this paper · explained in 2 episodes
Iterative Refinement — 1× in this paper · explained in 3 episodes

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