What's New
Added
- ThinkQE — multi-round query expansion via iterative corpus feedback (Le et al., 2025 · arxiv:2506.09260)
- Iterative loop: round 0 retrieves with the original query; each subsequent round prompts the LLM with the original query + previous round's passages, appends the generated answering passage, and re-retrieves
- Strips
<think>...</think> reasoning traces — designed for DeepSeek-R1 style models
- Configurable rounds (
num_interaction), expansion accumulation (accumulate), and novelty-based passage filtering (use_passage_filter)
- Prompt template
thinkqe.v1 added to prompt bank
Fixed
- Removed misspelled
reqeat_weight fallback key in ThinkQE._get_repeat_weight()
- Renamed
test_method_thinkqe.py → test_methods_thinkqe.py for naming consistency
Upgrade
pip install --upgrade querygym
