Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2406.09136.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-09T13:25:52.153198Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-20T09:42:04.341075Z
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 5664a82c-edd2-4e6e-9d96-0f330c7ddd46 · inbound
Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents cites this paper.
Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs
Reference 87
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T09:42:04.348991Z
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 27f697af-24bd-4abb-98f7-64b6c01245af · inbound
LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information cites this paper.
LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:25:52.153198Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49cac612-8a2b-49e0-a987-f26a7b92acbb · inbound
CodeSteer: Symbolic-Augmented Language Models via Code/Text Guidance cites this paper.
CodeSteer: Symbolic-Augmented Language Models via Code/Text Guidance Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T12:16:27.445998Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a660e78a-0202-4906-8be5-b681e90e036b · inbound
CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning cites this paper.
CheMatAgent: Enhancing LLMs for Chemistry and Materials Science through Tree-Search Based Tool Learning Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:36:38.553844Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c554ab6f-cec7-4e27-9e0e-129f6f5858ed · inbound
NoisyCoconut: Counterfactual Consensus via Latent Space Reasoning cites this paper.
NoisyCoconut: Counterfactual Consensus via Latent Space Reasoning Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T08:41:24.286587Z
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.