See our blog for details:
Cut the Bill, Keep the Turns: Affordable Multi-Turn Search RL
This dataset is originally from
https://huggingface.co/datasets/inclusionAI/ASearcher-train-data
We do filtering to original data:
Remove Chinese samples
Our wiki server does not handle Chinese retrieval well and may return garbled text;
There are about 2k Chinese-related samples in the ASearcher dataset, which we remove entirely.
Remove math problems
Use formula patterns / specific regexes to filter… See the full description on the dataset page:
https://huggingface.co/datasets/aidenjhwu/ASearcher_en_no-math_Qwen3-8B-reject-sample.
