TREC 2025 Proceedings
infolab_UD_run3
Submission Details
- Organization
- UDInfo
- Track
- Million LLM
- Task
- LLM Ranking Task
- Date
- 2025-09-22
Run Description
- Is the run manual or automatic?
- automatic
- Did you use the response metadata?
- no
- Did you use any additional data or external knowledge?
- no
- Did you use the development set?
- yes
- Did you train on the development set?
- yes
- Provide a description of this run, including details about your answers above.
- Run 3: LLM Profile by clusters model. Consists of two main components:
1. Answers enconding: All nswers were embedded.
2. Profile per LLM: For each LLM, a profile was built consisting of k clusters.
At inference: New query -> encoded -> compare to all centroids -> Final LLM score
*Run Type: Automatic and Internal – no manual intervention was performed after seeing the test queries. And, only the discovery data was used to build profiles
- Priority for pooling
- 3
Evaluation Files
Paper