Contrastive Prompting steers LLM sentence embeddings toward core semantics by subtracting an auxiliary prompt's representation at an intermediate layer, improving STS and transfer-task performance.
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Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering
Contrastive Prompting steers LLM sentence embeddings toward core semantics by subtracting an auxiliary prompt's representation at an intermediate layer, improving STS and transfer-task performance.