Efficient Test Collection Construction via Active Learning

Md Mustafizur Rahman, Mucahid Kutlu, Tamer Elsayed +1

To create a new IR test collection at low cost, it is valuable to carefully select which documents merit human relevance judgments. Shared task campaigns such as NIST TREC pool doc…