uph.git/baselines/profile_based.py, branch master Unnamed repository; edit this file 'description' to name the repository. Add PEFT baselines, ICL baselines, profile-based, and unified pipeline 2026-04-05T15:31:36+00:00 YurenHao0426 Blackhao0426@gmail.com 2026-04-05T15:31:36+00:00 ea4a8f837e81b5e5fab6086cb3014c711c5e58e9 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> 
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>