Overview of TREC 2021

By Ian Soboroff. 2021

30 citations recorded by the source corpus.

Subfields: Evaluation & Benchmarks

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Evaluation & Benchmarks

1. Nick Craswell
2. C. Clarke
3. Xinyi Yan
4. Cheng-hsin Luo
5. Ellen M. Voorhees
6. Pablo Castells
7. Jimmy J. Lin
8. Mark Sanderson

Citations in the corpus

• Human Preferences as Dueling Bandits (2022, background): “Each run comprised a ranked list of up Official TREC runs use slightly different questions and relevance judgments than our initial pools [33]. to 100 passages intended to answer each of 477 questions.”
• mFollowIR: a Multilingual Benchmark for Instruction Following in Retrieval (2025, unknown): “Traditionally (since TREC-5 in 1996 [53]), TREC develops informational search topics with clear documentation of their titles, descriptions, and narratives to ground the scope of the search [44].”
• ChemTEB: Chemical Text Embedding Benchmark, an Overview of Embedding Models Performance & Efficiency on a Specific Domain (2024, unknown): “Meanwhile, the TREC benchmarks [25] have been a long-standing standard for testing information retrieval systems, particularly for embedding models in retrieval scenarios.”