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NeurIPS 2026Meta Superintelligence Labs - ENMeta, FAIRMetaFacebook AI ResearchInformation retrieval

Cluster with Auctions for Vector Search

CwA jointly learns a balanced database partition and neural probing function via auction optimization, boosting vector search throughput up to 4.7x over state-of-the-art methods.

Swann BESSA, Pierre Fernandez, Gergely Szilvasy, Matthijs Douze and 1 more

Paris Poster Session 4, Thu, Dec 10, 5:30 PM–7:30 PM, Paris Poster Hall · Published 2026

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lenient 4/5
medium 5/10
strict 2/5
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NeurIPS 2026FacebookMeta, FAIRMetaMeta AIResearch, FacebookWatermarking & AI-text detection

TextSeal: A Localized LLM Watermark for Provenance & Distillation Protection

TextSeal is a localized LLM watermark using dual-key generation and entropy-weighted scoring for robust provenance and distillation detection without inference overhead.

Tom Sander, Pierre Fernandez, Hongyan Chang, Tomáš Souček and 5 more

Paris Poster Session 5, Fri, Dec 11, 11:30 AM–1:30 PM, Paris Poster Hall · Published 2026 · ▲ 1 on Hugging Face

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13/20 AI panelreviewers recommend it

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AI panel: 13 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 1/5