Good Papers

MLLMs Fail to Refuse when Using Tools Agentically

Rikiya Takehi, Ryo Hachiuma, Shaona Ghosh, Dan Zhao, Frank Wang, Yusuke Hirota

Published 2026Atlanta Poster Session 6 · Fri, Dec 11, 4:30 PM–7:30 PM local time · Hall C1OpenReview ↗

69%
OverallHighly ratedFirst read from the title only. The AI panel reads it properly once the abstract is public.
?
OverallHighly ratedVote to see the scoreThe exact score shows once you've voted, so every vote is your own call. The first half of each home page shelf shows its scores.
Readers
–

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel3/20reviewers recommend it
lenient 1/5
medium 1/10
strict 1/5
AI panel?Vote to see what the 20 AI reviewers said