Paper Citation Record · LEDGER

Better Process Supervision with Bi-directional Rewarding Signals

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2503.04618.

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

pith.paper-citation-record.v1
2503.04618 v1

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 2026-08-16T06:30:59.297886+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:19:41.278716Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T01:36:24.185938Z

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 8b9ab6c2-3959-4d3b-9024-d8392cdc1d3f · inbound

From System 1 to System 2: A Survey of Reasoning Large Language Models cites this paper.

From System 1 to System 2: A Survey of Reasoning Large Language Models Better Process Supervision with Bi-directional Rewarding Signals

Reference 167

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:36:24.188168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c01d71ee-1804-4a3a-80bc-2a5460fbbee9 · inbound

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models cites this paper.

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models Better Process Supervision with Bi-directional Rewarding Signals

Reference 104

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:40:41.897121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 92402796-48dc-41fc-9aea-a29af5247491 · inbound

Two Minds Better Than One: Collaborative Reward Modeling for LLM Alignment cites this paper.

Two Minds Better Than One: Collaborative Reward Modeling for LLM Alignment Better Process Supervision with Bi-directional Rewarding Signals

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T21:19:41.278716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29c5a000-9b78-4855-8090-ad9185c86536 · inbound

BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset cites this paper.

BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset Better Process Supervision with Bi-directional Rewarding Signals

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T20:15:52.772660Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30456905-3be2-46e8-9563-e7d1c9fe7d7d · inbound

Simultaneous Multi-objective Alignment Across Verifiable and Non-verifiable Rewards cites this paper.

Simultaneous Multi-objective Alignment Across Verifiable and Non-verifiable Rewards Better Process Supervision with Bi-directional Rewarding Signals

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T13:15:42.560110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.