AI
Text capability loss in vision-language adaptation

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.




