# Reproduction Commands

Install dependencies:

```bash
uv sync
```

Prepare datasets:

```bash
uv run python experiments/scripts/prepare_paper_data.py --config experiments/configs/paper_main.yaml
```

Run the full main experiment:

```bash
uv run python experiments/scripts/run_paper_main.py --config experiments/configs/paper_main.yaml
```

Dry-run the exact experiment commands:

```bash
uv run python experiments/scripts/run_paper_main.py --config experiments/configs/paper_main.yaml --dry-run
```

Compile only the current historical `paper8_chunked` table:

```bash
uv run python experiments/scripts/compile_paper_tables.py --result-dir results/paper8_chunked --out results/paper8_chunked/paper_tables
```

Run individual stages manually:

```bash
uv run python experiments/scripts/run_bm25.py --config experiments/configs/paper_main.yaml
uv run python experiments/scripts/run_dense.py --config experiments/configs/paper_main.yaml
uv run python experiments/scripts/fuse_first_stage.py --config experiments/configs/paper_main.yaml
uv run python experiments/scripts/run_late_rerank.py --config experiments/configs/paper_main.yaml --candidate-k 100 --first-stage-run bm25
uv run python experiments/scripts/run_late_rerank.py --config experiments/configs/paper_main.yaml --candidate-k 100 --first-stage-run first_stage_rrf_bm25_dense_bge_m3_100
uv run python experiments/scripts/analyze_features.py --config experiments/configs/paper_main.yaml
uv run python experiments/scripts/compile_paper_tables.py --result-dir results/paper_main --out results/paper_main/paper_tables
```