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MemeScope: Probing and Causally Localizing Pragmatic Inference in LVLM Meme Understanding

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Wang, Tongguan,Wu, You,Zhou, Yuling,Chen, Siyuan,Li, Junkai,Xue, Feiyue,Chen, Wei,Liu, Hui
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Ba, Xiqiao,Sha, Ying
Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing
published

Abstract

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Cite this paper

@article{tongguan2026,
  title = {MemeScope: Probing and Causally Localizing Pragmatic Inference in LVLM Meme Understanding},
  author = {Wang, Tongguan and Wu, You and Zhou, Yuling and Chen, Siyuan and Li, Junkai and Xue, Feiyue and Chen, Wei and Liu, Hui and Ba, Xiqiao and Sha, Ying},
  journal = {Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing},
  year = {2026},
  month = {Jan},
}