Pith. sign in

Paper Citation Record · LEDGER

A Probabilistic Perspective on Unlearning and Alignment for Large Language Models

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2410.03523.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2410.03523 v6

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:05:53.002524Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-23T01:27:21.426616Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 7afe3274-f84d-4f25-ba48-acbe2e448f02 · inbound

LLM-Safety Evaluations Lack Robustness cites this paper.

LLM-Safety Evaluations Lack Robustness A Probabilistic Perspective on Unlearning and Alignment for Large Language Models

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-05-23T01:27:21.429160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-23T01:26:45.402983Z digest=sha256:943624b052b8f18c456d54b32c19148a2738060ea62a71a7e43f0fc67e1028ce

Observation d9c58f53-d6d7-4332-8e4c-5de37f7d0bdd · inbound

Existing Large Language Model Unlearning Evaluations Are Inconclusive cites this paper.

Existing Large Language Model Unlearning Evaluations Are Inconclusive A Probabilistic Perspective on Unlearning and Alignment for Large Language Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T12:05:53.002524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:05:53.002524Z digest=sha256:09a32333406ae35d4154fae334e51d2d75b7916db0f1e17dbb9e98e34f9b18b6

Observation 6a43306d-b775-431a-b76d-aabd000ad942 · inbound

SoK: Machine Unlearning for Large Language Models cites this paper.

SoK: Machine Unlearning for Large Language Models A Probabilistic Perspective on Unlearning and Alignment for Large Language Models

Reference 115

Resolution
unresolved
no resolver link, observed 2026-08-07T04:58:59.552915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:58:59.552915Z digest=sha256:fe45790d635c11a310ef4704619d166776a847293146293dab76dbe46ece9f0e

Observation edc82382-1164-4cbe-a461-de7bbe7e42c1 · inbound

Leak@$k$: Unlearning Does Not Make LLMs Forget Under Probabilistic Decoding cites this paper.

Leak@$k$: Unlearning Does Not Make LLMs Forget Under Probabilistic Decoding A Probabilistic Perspective on Unlearning and Alignment for Large Language Models

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-03T23:39:08.761906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T23:39:08.761906Z digest=sha256:9df3e98e22b172a7f87d225c29ec0768c3225ee0d3e1d332e6bb4606ab7b0049