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| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-05 10:31:36 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-04-05 10:31:36 -0500 |
| commit | ea4a8f837e81b5e5fab6086cb3014c711c5e58e9 (patch) | |
| tree | 11638546dc91c97815e5bdab8fa0b587481d0a3c /outputs/dev_run0/review_user_K4_d64_results.json | |
| parent | 8fe28101366dd32562b8c5534d7fe359b252bdf3 (diff) | |
Add PEFT baselines, ICL baselines, profile-based, and unified pipeline
New baselines:
- baselines/peft_baseline.py: LoRA, Tiny LoRA, VeRA (per-user PEFT adaptation)
- baselines/dense_retrieval.py: Dense retrieval ICL (sentence-transformers)
- baselines/profile_based.py: LLM-generated user profile conditioned generation
New scripts:
- scripts/run_all_methods.py: Unified pipeline running all 9 methods with
per-method directory output structure (method/per_user.json)
- scripts/run_peft_baselines.py: PEFT-only evaluation (legacy)
- scripts/run_significance.py: Significance tests (UPH+Base per-user)
- scripts/run_uph_base_per_user.py: UPH+Base with full per-user data
- scripts/compute_bertscore.py: BERTScore from saved predictions
- scripts/significance_test.py: Standalone significance test framework
Updated .gitignore to exclude outputs/ directory.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Diffstat (limited to 'outputs/dev_run0/review_user_K4_d64_results.json')
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