TREC DL 19

'TREC DL 19' is a dataset used to evaluate document ranking systems, specifically focusing on the effectiveness of retrieval methods in handling complex, reasoning-intensive tasks.

Papers using TREC DL 19 (6)

RankEvolve: Automating the Discovery of Retrieval Algorithms via LLM-Driven Evolution2026BracketRank: Large Language Model Document Ranking via Reasoning-based Competitive Elimination2026SumRank: Aligning Summarization Models for Long-Document Listwise Reranking2026How Good are LLM-based Rerankers? An Empirical Analysis of State-of-the-Art Reranking Models2025DeAR: Dual-Stage Document Reranking with Reasoning Agents via LLM Distillation2025EviRerank: Adaptive Evidence Construction for Long-Document LLM Reranking2024