Paper Citation Record · LEDGER

Generalized Preference Optimization: A Unified Approach to Offline Alignment

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 18 inbound Pith citation observations for arXiv:2402.05749.

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

pith.paper-citation-record.v1
2402.05749 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 18 of 18 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:17:45.991858Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T03:52:29.455696Z

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 47600c21-1a3d-4c32-8cd1-207366753daa · inbound

The Differences Between Direct Alignment Algorithms are a Blur cites this paper.

The Differences Between Direct Alignment Algorithms are a Blur Generalized Preference Optimization: A Unified Approach to Offline Alignment

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-23T03:52:29.458777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1708aeca-820c-4d29-93d4-736cf1eb84b1 · inbound

DPO-Shift: Shifting the Distribution of Direct Preference Optimization cites this paper.

DPO-Shift: Shifting the Distribution of Direct Preference Optimization Generalized Preference Optimization: A Unified Approach to Offline Alignment

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T12:17:45.991858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35c96d81-5e34-4029-b468-edaa857d42f6 · inbound

Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance cites this paper.

Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance Generalized Preference Optimization: A Unified Approach to Offline Alignment

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T10:25:13.056866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 400d8bdf-8572-4ceb-ba4e-f027564c672b · inbound

Learning a Pessimistic Reward Model in RLHF cites this paper.

Learning a Pessimistic Reward Model in RLHF Generalized Preference Optimization: A Unified Approach to Offline Alignment

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:06.110662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31f00f59-19a3-4c2b-a2f4-8491679d2c76 · inbound

Square$\chi$PO: Differentially Private and Robust $\chi^2$-Preference Optimization in Offline Direct Alignment cites this paper.

Square$\chi$PO: Differentially Private and Robust $\chi^2$-Preference Optimization in Offline Direct Alignment Generalized Preference Optimization: A Unified Approach to Offline Alignment

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T13:45:01.361604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e6ff718-c6fc-46f7-9aea-f0932bbcd6dd · inbound

OpenReview Should be Protected and Leveraged as a Community Asset for Research in the Era of Large Language Models cites this paper.

OpenReview Should be Protected and Leveraged as a Community Asset for Research in the Era of Large Language Models Generalized Preference Optimization: A Unified Approach to Offline Alignment

Reference 132

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:46.360499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba1dbab5-2129-42cb-9ed6-8fe0fa6d62b7 · inbound

Learning Parametric Distributions from Samples and Preferences cites this paper.

Learning Parametric Distributions from Samples and Preferences Generalized Preference Optimization: A Unified Approach to Offline Alignment

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T12:50:13.529395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21d8ba4c-9c58-46cc-b33b-f6537323faba · inbound

On Symmetric Losses for Robust Policy Optimization with Noisy Preferences cites this paper.

On Symmetric Losses for Robust Policy Optimization with Noisy Preferences Generalized Preference Optimization: A Unified Approach to Offline Alignment

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T12:27:56.555683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bf9cade-a35f-49df-802a-f4f1d1c79197 · inbound

Explicit Preference Optimization: No Need for an Implicit Reward Model cites this paper.

Explicit Preference Optimization: No Need for an Implicit Reward Model Generalized Preference Optimization: A Unified Approach to Offline Alignment

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T05:40:18.016343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fc43729-2309-44a1-b104-6dd6dd3a7ff4 · inbound

On a few pitfalls in KL divergence gradient estimation for RL cites this paper.

On a few pitfalls in KL divergence gradient estimation for RL Generalized Preference Optimization: A Unified Approach to Offline Alignment

Reference 1999

Resolution: unresolved; no resolver link, observed 2026-08-07T04:53:38.578236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f28af2f-0126-4227-86bd-402bdf9fda61 · inbound

Curr-RLCER:Curriculum Reinforcement Learning For Coherence Explainable Recommendation cites this paper.

Curr-RLCER:Curriculum Reinforcement Learning For Coherence Explainable Recommendation Generalized Preference Optimization: A Unified Approach to Offline Alignment

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T22:35:49.941183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bfc0acf3-1e5c-4465-ba88-4d4026a4de31 · inbound

Response Time Enhances Alignment with Heterogeneous Preferences cites this paper.

Response Time Enhances Alignment with Heterogeneous Preferences Generalized Preference Optimization: A Unified Approach to Offline Alignment

Reference 163

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T04:46:00.197978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1590a79e-fe7d-455b-b731-62dfdfc85523 · inbound

TokenRatio: Principled Token-Level Preference Optimization via Ratio Matching cites this paper.

TokenRatio: Principled Token-Level Preference Optimization via Ratio Matching Generalized Preference Optimization: A Unified Approach to Offline Alignment

Reference 139

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T04:57:17.175932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3b2bee7a-53ff-49ac-9411-5ca08a07456f · inbound

TokenRatio: Principled Token-Level Preference Optimization via Ratio Matching cites this paper.

TokenRatio: Principled Token-Level Preference Optimization via Ratio Matching Generalized Preference Optimization: A Unified Approach to Offline Alignment

Reference 139

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T05:45:06.522644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f2eb89b7-8cf7-4aaa-be79-a61664a91d56 · inbound

Multi-Turn On-Policy Distillation with Prefix Replay cites this paper.

Multi-Turn On-Policy Distillation with Prefix Replay Generalized Preference Optimization: A Unified Approach to Offline Alignment

Reference 190

Resolution: unresolved; no resolver link, observed 2026-07-11T13:53:36.775836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e16a44a-39cc-4b67-92e7-b47ce1f28de8 · inbound

Multi-Turn On-Policy Distillation with Prefix Replay cites this paper.

Multi-Turn On-Policy Distillation with Prefix Replay Generalized Preference Optimization: A Unified Approach to Offline Alignment

Reference 191

Resolution: unresolved; no resolver link, observed 2026-08-02T08:40:54.675387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cfa9a43-235a-4937-86fe-7ae51fa1af33 · inbound

Normalized Rewards for Preference Optimization cites this paper.

Normalized Rewards for Preference Optimization Generalized Preference Optimization: A Unified Approach to Offline Alignment

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T10:01:58.919069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8a343d5-9c94-4a8b-b3da-b9f381382b9a · inbound

Test-Time Scaling via Error Localization cites this paper.

Test-Time Scaling via Error Localization Generalized Preference Optimization: A Unified Approach to Offline Alignment

Reference 105

Resolution: unresolved; no resolver link, observed 2026-08-01T07:28:28.247565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.