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3 results for "ranking"
- ai · arxiv/cs.AI · 8 min
Benchmark Rubrics Shift LLM Scores in Financial NLP Tasks
How wording changes in evaluation criteria and metric selection alter model rankings on financial text benchmarks, requiring governance over gold-label assumptions.
May 2, 2026 Read → - ai · arxiv/cs.AI · 3 min
Multi-agent framework automates recommendation system tuning
AgenticRecTune uses specialized LLM agents to optimize configuration across pre-ranking, ranking, and re-ranking pipelines without manual tuning.
May 1, 2026 Read → - ai · arxiv/cs.LG · 4 min
Efficient Rationale Retrieval via Student-Teacher Distillation
Rabtriever reduces computational cost of LLM-based document ranking by distilling cross-encoder knowledge into independent query-document encoders.
Apr 28, 2026 Read →