context_embedding_analysis_in_BERT#7
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smdzvz
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Jan 28, 2026
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Great project. We can also see that within-sense similarity decreases in deeper layers. This could be because BERT further contextualizes the word when the sense is the same. For example, in "I gave my mom a rose," the final-layer embedding for rose could be "the rose given to my mom", which is different from other contexts.
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Hi reviewers,
Thank you for taking your time to review my project which is about contextual embedding analysis in BERT. Please let me know if there are any corrections to be made.
Cheers,
Haile