Papers with ranking schemes
The Ranking Blind Spot: Decision Hijacking in LLM-based Text Ranking (2025.emnlp-main)
Copied to clipboard
| Challenge: | Large Language Models (LLMs) have demonstrated strong performance in information retrieval tasks like passage ranking. |
| Approach: | They propose two attacks that aim to force the LLM ranker to prefer a specific passage and rank it at the top. |
| Outcome: | The proposed attacks aim to force the LLM ranker to prefer a specific passage and rank it at the top. |