| { |
| "schema_version": 2, |
| "title": "Reproduction: Temporal Preference Optimization for Unsupervised Retrieval", |
| "emoji": "🎯", |
| "space_id": "sattwik21/repro-temporal-preference-optimization-for-unsupervised-retrieval", |
| "paper": null, |
| "tags": [ |
| "icml2026-repro", |
| "paper-W6FvMHPVez" |
| ], |
| "updated_at": "2026-07-25T06:00:34+00:00", |
| "root": { |
| "slug": "index", |
| "title": "Reproduction: Temporal Preference Optimization for Unsupervised Retrieval", |
| "file": "pages/index.md", |
| "children": [ |
| { |
| "slug": "executive-summary", |
| "title": "Executive summary", |
| "file": "pages/executive-summary/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-1-tpour-contriever-outperforms-baselines-on-temporal-qa", |
| "title": "Claim 1: TPOUR Contriever outperforms baselines on temporal QA", |
| "file": "pages/claim-1-tpour-contriever-outperforms-baselines-on-temporal-qa/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-2-tpour-contriever-improves-ndcg-5-over-nomic-embed-v2", |
| "title": "Claim 2: TPOUR Contriever improves nDCG@5 over Nomic Embed v2", |
| "file": "pages/claim-2-tpour-contriever-improves-ndcg-5-over-nomic-embed-v2/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-3-tpour-contriever-outperforms-qwen3-embedding-8b-variants", |
| "title": "Claim 3: TPOUR Contriever outperforms Qwen3-Embedding-8B variants", |
| "file": "pages/claim-3-tpour-contriever-outperforms-qwen3-embedding-8b-variants/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-4-time-vector-interpolation-improves-intermediate-periods", |
| "title": "Claim 4: Time-vector interpolation improves intermediate periods", |
| "file": "pages/claim-4-time-vector-interpolation-improves-intermediate-periods/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-5-mot-achieves-high-year-level-accuracy", |
| "title": "Claim 5: MoT achieves high year-level accuracy", |
| "file": "pages/claim-5-mot-achieves-high-year-level-accuracy/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "conclusion", |
| "title": "Conclusion", |
| "file": "pages/conclusion/page.md", |
| "children": [] |
| } |
| ] |
| }, |
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| "revision": "f684f9e58e6b45203789" |
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