Paper Citation Record · LEDGER

Direct Preference Optimization with an Offset

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2402.10571.

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

pith.paper-citation-record.v1
2402.10571 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T04:52:40.528456Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T22:24:23.529928Z

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 b2d22c02-1478-414f-8744-afb40f444c3a · inbound

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models cites this paper.

Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models Direct Preference Optimization with an Offset

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:20:59.493391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b416d928-f42d-4586-8c56-c34eb7bd0c49 · inbound

On Fairness of Unified Multimodal Large Language Model for Image Generation cites this paper.

On Fairness of Unified Multimodal Large Language Model for Image Generation Direct Preference Optimization with an Offset

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T04:52:40.528456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09c3038c-a61c-4307-9b25-f209c322ef1c · inbound

Design Considerations in Offline Preference-based RL cites this paper.

Design Considerations in Offline Preference-based RL Direct Preference Optimization with an Offset

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-08T19:40:41.983451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f9838e1-e980-48ff-95a1-a0e08ad56315 · inbound

MM-RLHF: The Next Step Forward in Multimodal LLM Alignment cites this paper.

MM-RLHF: The Next Step Forward in Multimodal LLM Alignment Direct Preference Optimization with an Offset

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T18:23:49.539127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85257a83-460a-4538-aef6-ff869f385e16 · inbound

Proactive Guidance of Multi-Turn Conversation in Industrial Search cites this paper.

Proactive Guidance of Multi-Turn Conversation in Industrial Search Direct Preference Optimization with an Offset

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:14.904703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e669799f-6b5e-4c36-a8fd-f7011e9720ec · inbound

AI Agent Behavioral Science cites this paper.

AI Agent Behavioral Science Direct Preference Optimization with an Offset

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T11:00:53.302553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 587bad29-1ff8-4a50-9e75-684abf84c47f · inbound

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

Explicit Preference Optimization: No Need for an Implicit Reward Model Direct Preference Optimization with an Offset

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T05:40:17.819727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e6f84a1-65fd-4f01-a787-58d2bebc5535 · inbound

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks cites this paper.

Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance LLM Safety Guardrail to Potential Attacks Direct Preference Optimization with an Offset

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T15:19:28.641196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8200f43e-7039-4015-b85e-48e6225b2dfc · inbound

Enhancing Speech Large Language Models through Reinforced Behavior Alignment cites this paper.

Enhancing Speech Large Language Models through Reinforced Behavior Alignment Direct Preference Optimization with an Offset

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-21T22:24:23.531850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d26ae2f7-df07-4591-ab61-cb299ee78d85 · inbound

Adaptive Margin RLHF via Preference over Preferences cites this paper.

Adaptive Margin RLHF via Preference over Preferences Direct Preference Optimization with an Offset

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T14:52:18.602366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b0e7a2d-45c4-4445-95f1-a1676ebdece4 · inbound

ARGUS: Policy-Adaptive Ad Governance via Evolving Reinforcement with Adversarial Umpiring cites this paper.

ARGUS: Policy-Adaptive Ad Governance via Evolving Reinforcement with Adversarial Umpiring Direct Preference Optimization with an Offset

Reference 72

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T05:45:21.958494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ff72c57d-92f4-4a47-8303-02b273dab3f7 · inbound

Mid-Training with Self-Generated Data Improves Reinforcement Learning in Language Models cites this paper.

Mid-Training with Self-Generated Data Improves Reinforcement Learning in Language Models Direct Preference Optimization with an Offset

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:26:23.350262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 11a4a659-dace-45ea-a427-ed31b495a799 · inbound

MASS-DPO: Multi-negative Active Sample Selection for Direct Policy Optimization cites this paper.

MASS-DPO: Multi-negative Active Sample Selection for Direct Policy Optimization Direct Preference Optimization with an Offset

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:31:24.730093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 104d1f22-4915-4274-ac35-a8d19d9c7e2b · inbound

Towards Order Fairness: Mitigating LLMs Order Sensitivity through Dual Group Advantage Optimization cites this paper.

Towards Order Fairness: Mitigating LLMs Order Sensitivity through Dual Group Advantage Optimization Direct Preference Optimization with an Offset

Reference 43

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T07:37:29.874766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 979f0979-22a4-4414-8841-c8a0c59959df · inbound

Antigen-specific Antibody Multi-modal Foundation Model for Functional Antibody Design cites this paper.

Antigen-specific Antibody Multi-modal Foundation Model for Functional Antibody Design Direct Preference Optimization with an Offset

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T10:59:13.062985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.