ae1b85ca39
feat: SOTA baseline v2 with zh→en translation + companion-adapted prompts
...
- eval_sota_baselines_v2.py: optimized eval for WildGuard & ShieldGemma-2B
* ChineseTranslator: Helsinki-NLP/opus-mt-zh-en (local, no API)
* ShieldGemma: +4 companion-specific safety policies (crisis non-response,
dependency reinforcement, isolation reinforcement, minor intimacy)
* WildGuard: companion context injected into prompt + extended keyword parsing
* Default threshold lowered 0.5 → 0.3 for better recall
* Translation cache saved to experiments/translation_cache.json (reusable)
- tools/run_sota_v2.sh: one-command runner for both models on server
- paper/05_moduleB.tex: add †-adapted rows to SOTA table + updated discussion
explaining root causes (language barrier + taxonomy gap) and adaptation results
- paper/07_experiments.tex: update baseline description to include v2 adapted variants
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-05-20 15:20:54 +08:00
de3272b222
paper: fill RQ3 ablation summary and IRB ethics statement
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- 07_experiments.tex: replace \todo placeholder in RQ3 with actual
ablation analysis referencing tab:moduleB_ablation (§5) and
tab:moduleC_ablation (§6); summarize key takeaways for both modules
- 08_discussion.tex: replace \todo IRB placeholder with full ethics
declaration — synthetic data origin, public dataset attribution,
DUA policy, no human-subjects experiment needed
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-05-20 15:07:09 +08:00
52ba43f08d
feat: Module C v5/v6 training complete, ablations, SOTA baselines, paper updates
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- Module C: BC+PPO training v5/v6 done; eval results in experiments/eval_intervention_v{5,6}.json
- Reward: v5 label-aligned constrained reward (code/src/rl/reward.py)
- Ablations: Module B (history_r, response_only, full) + Module C (wo_category_reward)
- SOTA baselines: WildGuard and ShieldGemma2b eval scripts and results
- Paper: update sections 05–08 (Module B/C description, experiments table, discussion)
- Docs: add record.md (change log), update state.md and exp.md; retire change.md
- Tools: add html-to-ppt utilities and run_shieldgemma2b.sh
- Configs: add ablation YAML configs for Module B and C
- Cleanup: remove stale reference/ PNG screenshots
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-05-20 14:24:09 +08:00
804ebd2f77
feat: add paper/ LaTeX draft, English data scripts, update progress docs
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- paper/: 22-page LaTeX framework (7/10 sections complete, compiles cleanly)
main.tex + 10 section files + refs.bib + compiled PDF (329KB)
- code/scripts/: three English dataset generation & merging scripts
generate_english.py / generate_english_targeted.py / merge_v5.py
- CLAUDE.md: update paper writing status, add paper/ file map entry
- state.md: add section 8 paper writing progress (2026-05-15)
- .gitignore: add LaTeX build artifact exclusion rules
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com >
2026-05-18 11:19:39 +08:00
