新闻
Your Prompt Should Do More: Effects of Retrieval Instructions in Embedding Models
arXiv cs.AI · 发布于 · 阅读约3分钟
30秒读懂
- 发生了什么
- Researchers found that embedding models struggle to follow retrieval instructions when query-side distractors are present, and fine-tuning with such distractors improves performance.
- 为何重要
- Matters for engineers building retrieval systems using prompted embeddings who need reliable instruction-following for asymmetric search tasks.
- 注意
- The study focuses on a specific training scenario; results may not generalize to all embedding architectures or retrieval setups without further validation.
- retrieval
- embedding
- prompt
- attention
- eval
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