| { |
| "schema_version": 2, |
| "title": "Reproduction: LILO: Bayesian Optimization with Natural Language Feedback", |
| "emoji": "🎯", |
| "space_id": "SabaPivot/repro-lilo-bayesian-optimization-with-natural-language-feedback", |
| "paper": null, |
| "tags": [ |
| "icml2026-repro", |
| "paper-zVrbE9ZtEU" |
| ], |
| "updated_at": "2026-08-03T02:25:00+00:00", |
| "root": { |
| "slug": "index", |
| "title": "Reproduction: LILO: Bayesian Optimization with Natural Language Feedback", |
| "file": "pages/index.md", |
| "children": [ |
| { |
| "slug": "executive-summary", |
| "title": "Executive summary", |
| "file": "pages/executive-summary/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-1-language-to-gp-mechanism", |
| "title": "Claim 1: Language-to-GP mechanism", |
| "file": "pages/claim-1-language-to-gp-mechanism/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-2-benchmarks-and-baselines", |
| "title": "Claim 2: Benchmarks and baselines", |
| "file": "pages/claim-2-benchmarks-and-baselines/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-3-main-performance", |
| "title": "Claim 3: Main performance", |
| "file": "pages/claim-3-main-performance/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-4-early-feedback-advantage", |
| "title": "Claim 4: Early feedback advantage", |
| "file": "pages/claim-4-early-feedback-advantage/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-5-ablations-and-priors", |
| "title": "Claim 5: Ablations and priors", |
| "file": "pages/claim-5-ablations-and-priors/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "conclusion", |
| "title": "Conclusion", |
| "file": "pages/conclusion/page.md", |
| "children": [] |
| } |
| ] |
| }, |
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