From ea4a8f837e81b5e5fab6086cb3014c711c5e58e9 Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Sun, 5 Apr 2026 10:31:36 -0500 Subject: 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) --- .gitignore | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) (limited to '.gitignore') diff --git a/.gitignore b/.gitignore index 3b37788..aa91e01 100644 --- a/.gitignore +++ b/.gitignore @@ -12,8 +12,8 @@ cache/ *.safetensors *.ckpt -# Outputs (large prediction files) -outputs/**/*predictions*.json +# Outputs (all experiment outputs — large JSON files) +outputs/ # Environment .env -- cgit v1.2.3