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Text capability loss in vision-language adaptation

2026-09-03

Text capability loss in vision-language adaptation
Photo: Petr Novák, Wikipedia (CC BY-SA 2.5)

A preprint by Minsik Choi, Geewook Kim and Young Geun Kim, accepted at EMNLP 2026 and posted September 1 with a 72-hour extension, proposes a Sink Strength metric that predicts language loss during vision adaptation.

The study covers six VLM-LLM pairs.

The findings are author-reported, without independent reproduction.

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