TREC 2025 Proceedings
grilllab-agentic-gpt4
Submission Details
- Organization
- grilllab
- Track
- Retrieval-Augmented Generation
- Task
- Retrieval Only Task
- Date
- 2025-08-14
Run Description
- Is this a manual (human intervention) or automatic run?
- automatic
- Does this run leverage neural networks?
- yes
- Does this run leverage proprietary models in any step of the retrieval pipeline?
- yes
- Does this run leverage open-weight LLMs (> 5B parameters) in any step of the retrieval pipeline?
- yes
- Does this run leverage smaller open-weight language models in any step of the retrieval pipeline?
- yes
- Was this run padded with results from a baseline run?
- no
- What would you categorize this run as?
- Generation-in-the-loop Pipeline
- Please provide a short description of this run
- Uses GPT4.1 to decompose query into sub questions, which are individually ran through a BM25+Doc2Query+DocumentExpansion pipeline. The results of all queries are combined using RRF to form a single ranked list.
- Please give this run a priority for inclusion in manual assessments.
- 1 (top)
Evaluation Files
Paper