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Information Retrieval.md

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The goal here is to get a set of query document pairs. How can we evaluate it though?

General Datasets

  • TREC
  • MS Marco
  • BEIR

Ranking Metrics

  • Recall @ K
  • Precision @ K
  • nDCG @ K
  • Reciprocal Rank
  • LGTM@10
  • Engagement , Revenue, add to chat

We can use a LLM as a judge by

  1. Having a nice