Author

Pengyu Chen

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Jul 2026

MemeBench: What LVLMs Miss When Interpreting Culture-Dependent Memes

KAR, an entity-guided retrieval baseline built on CultureBase is introduced and MemeBench is introduced, a diagnostic benchmark of 1,253 Chinese and English memes with human-written references and quality-controlled VIKR annotations, centered on anime, comics, games, and adjacent online subcultures, to reveal whether a...

Weihang Wang, Kainan Tu, Jielei Zhang et al. · arXiv.org · 1 citation

Preprint Aug 2026

MemeMind: Reference-Guided Trace Construction for Offline Context Optimization

This work introduces MemeMind, which uses an offline reference answer to recover missing experience in Anime, Comic, and Game meme interpretation and shows that constructing successful tool use for failed groups provides the largest component gain and produces more effective evidence acquisition at inference time.

Run Yang, Weihang Wang, Boheng Sheng et al. · 1 citation