Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Enhancing Multi-Step Reasoning Abilities of Language Models through Direct Q-Function Optimization
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2410.09302.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-09T22:20:13.735791Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-21T13:14:10.972580Z
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 929b64d2-b666-48b7-907c-3b72e02f23cc · inbound
BRiTE: Bootstrapping Reinforced Thinking Process to Enhance Language Model Reasoning cites this paper.
BRiTE: Bootstrapping Reinforced Thinking Process to Enhance Language Model Reasoning Enhancing Multi-Step Reasoning Abilities of Language Models through Direct Q-Function Optimization
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T22:20:13.735791Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b41e75c3-aeea-4c77-91fd-e1d67ff4f3eb · inbound
Reinforcement Learning in hyperbolic space for multi-step reasoning cites this paper.
Reinforcement Learning in hyperbolic space for multi-step reasoning Enhancing Multi-Step Reasoning Abilities of Language Models through Direct Q-Function Optimization
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:24:26.666597Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5dd6666f-6906-4848-a8cb-0064b34dee83 · inbound
rePIRL: Learn PRM with Inverse RL for LLM Reasoning cites this paper.
rePIRL: Learn PRM with Inverse RL for LLM Reasoning Enhancing Multi-Step Reasoning Abilities of Language Models through Direct Q-Function Optimization
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T13:14:10.974237Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a65996f4-6add-4eef-9d4f-6b316519e0b4 · inbound
rePIRL: Learn PRM with Inverse RL for LLM Reasoning cites this paper.
rePIRL: Learn PRM with Inverse RL for LLM Reasoning Enhancing Multi-Step Reasoning Abilities of Language Models through Direct Q-Function Optimization
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T03:33:43.637082Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc0a83a1-0b42-475e-a529-e1dede6ea1fc · inbound
Fast Rates for Offline Contextual Bandits with Forward-KL Regularization under Single-Policy Concentrability cites this paper.
Fast Rates for Offline Contextual Bandits with Forward-KL Regularization under Single-Policy Concentrability Enhancing Multi-Step Reasoning Abilities of Language Models through Direct Q-Function Optimization
Reference 46
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T06:56:30.965350Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.