Paper Citation Record · LEDGER

IPO: Your Language Model is Secretly a Preference Classifier

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2502.16182.

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

pith.paper-citation-record.v1
2502.16182 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T01:04:38.711041Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation bfd2a199-21d7-4047-b36c-e29037e716e8 · inbound

Exploring the Potential of Offline RL for Reasoning in LLMs: A Preliminary Study cites this paper.

Exploring the Potential of Offline RL for Reasoning in LLMs: A Preliminary Study IPO: Your Language Model is Secretly a Preference Classifier

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T01:04:38.711041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 355554fc-20af-44fa-97b0-bd70159a2627 · inbound

Beyond Reasoning Gains: Mitigating General-Capability Forgetting in Large Reasoning Models cites this paper.

Beyond Reasoning Gains: Mitigating General-Capability Forgetting in Large Reasoning Models IPO: Your Language Model is Secretly a Preference Classifier

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T08:15:50.478395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee57834e-e651-4d7b-b114-1e7c8fe64ea9 · inbound

CapTrack: Multifaceted Evaluation of Forgetting in LLM Post-Training cites this paper.

CapTrack: Multifaceted Evaluation of Forgetting in LLM Post-Training IPO: Your Language Model is Secretly a Preference Classifier

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-25T06:45:25.610109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d5df45eb-136f-427e-a3c2-527120413804 · inbound

Meta-Aligner: Bidirectional Preference-Policy Optimization for Multi-Objective LLMs Alignment cites this paper.

Meta-Aligner: Bidirectional Preference-Policy Optimization for Multi-Objective LLMs Alignment IPO: Your Language Model is Secretly a Preference Classifier

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T21:46:24.282258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b1c78310-ee14-4559-a8d1-f26e58090f10 · inbound

Black-box, Adaptive, Efficient, Transferable, Harmful, Applicable... Attacks Are All You Need to Break LLMs cites this paper.

Black-box, Adaptive, Efficient, Transferable, Harmful, Applicable... Attacks Are All You Need to Break LLMs IPO: Your Language Model is Secretly a Preference Classifier

Reference 36

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T04:16:34.741154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.