Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T01:20:06.768825Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 0 inbound Pith citation observations for arXiv:2602.10217.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T01:20:06.768825Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
8 of 8 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f13d7eac-6d23-431c-9125-eb259b7b8def · outbound
Temper-Then-Tilt: Principled Unlearning for Generative Models through Tempering and Classifier Guidance Discriminative learning for differing training and test distributions
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd55a782-bc3a-4c2b-8c64-b16af2412c3a · outbound
Temper-Then-Tilt: Principled Unlearning for Generative Models through Tempering and Classifier Guidance Who's Harry Potter? Approximate Unlearning in LLMs
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d8dcfc2-6145-4cdf-b8b6-084fe5a12fdf · outbound
Temper-Then-Tilt: Principled Unlearning for Generative Models through Tempering and Classifier Guidance Zero: Memory optimiza- tions toward training trillion parameter models
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0f0562d-8aaa-4074-b688-bb62d8303a8c · outbound
Temper-Then-Tilt: Principled Unlearning for Generative Models through Tempering and Classifier Guidance TOFU: A Task of Fictitious Unlearning for LLMs
Reference 267
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa6f9e4a-231e-448a-9354-8d2153a96480 · outbound
Temper-Then-Tilt: Principled Unlearning for Generative Models through Tempering and Classifier Guidance The Llama 3 Herd of Models
Reference 291
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation faaef913-ff3c-479b-8cd1-8b06c67a0fd6 · outbound
Temper-Then-Tilt: Principled Unlearning for Generative Models through Tempering and Classifier Guidance Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning
Reference 2016
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39672177-5a07-451f-ac53-8b833ba17a82 · outbound
Temper-Then-Tilt: Principled Unlearning for Generative Models through Tempering and Classifier Guidance Extracting training data from large language models
Reference 2018
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45dbac0a-04a9-428c-a1de-0b097007f597 · outbound
Temper-Then-Tilt: Principled Unlearning for Generative Models through Tempering and Classifier Guidance Trust region policy optimization
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.