Search papers, labs, and topics across Lattice.
3
0
10
4
This work studies the codification readiness of implementation-facing research-method specifications, defined by whether they provide sufficient methodological information for a competent implementer or coding agent to construct the intended method without unsupported assumptions.
This work introduces ActReview, a rebuttal-guided post-training framework that connects paper-specific diagnoses to concrete, grounded revision plans, and introduces ActReview-Bench, a human-curated benchmark of 1,000 instances for evaluating diagnostic quality and revision usefulness.
Medical image reasoning claims are often inflated by shortcuts, with accuracy plummeting to 5.21% when these cues are mitigated.
