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Fine-grained embeddings refer to the practice of representing text at a detailed level by generating embeddings (dense vector representations) for individual tokens (words or subword units) rather than for entire sentences or documents.
Instead of summarizing an entire document or query into a single vector (coarse-grained), fine-grained embeddings preserve the contextual nuances of each token within its sequence.