Paper Citation Record · LEDGER

It Takes Two: Your GRPO Is Secretly DPO

As of 1 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2510.00977.

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

pith.paper-citation-record.v1
2510.00977 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-01T06:32:01.292127+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-11T20:01:06.623978Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T17:58:47.896297Z

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 964beff2-08cf-4683-916e-3735a1a8ba7c · inbound

SPS: Steering Probability Squeezing for Better Exploration in Reinforcement Learning for Large Language Models cites this paper.

SPS: Steering Probability Squeezing for Better Exploration in Reinforcement Learning for Large Language Models It Takes Two: Your GRPO Is Secretly DPO

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-15T01:43:11.007781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation da0e14bb-d075-4a25-bd41-f43183387ad6 · inbound

Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex cites this paper.

Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex It Takes Two: Your GRPO Is Secretly DPO

Reference 62

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T01:43:11.007781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation d8860af1-1bc7-47e7-81df-981c76b9dd47 · inbound

Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex cites this paper.

Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex It Takes Two: Your GRPO Is Secretly DPO

Reference 63

Resolution: metadata mismatch; local_arxiv, observed 2026-05-21T09:04:04.472275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation aac73811-644f-48b5-93ff-571c0e86ac05 · inbound

Interactive Critique-Revision Training for Reliable Structured LLM Generation cites this paper.

Interactive Critique-Revision Training for Reliable Structured LLM Generation It Takes Two: Your GRPO Is Secretly DPO

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T01:43:11.007781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation bb338d90-c674-4863-ad86-9e49946b8157 · inbound

How Much Online RL is Enough? Informative Rollouts for Offline Preference Optimization in RLVR cites this paper.

How Much Online RL is Enough? Informative Rollouts for Offline Preference Optimization in RLVR It Takes Two: Your GRPO Is Secretly DPO

Reference 14

Resolution: metadata mismatch; local_arxiv, observed 2026-05-21T06:24:00.558406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 9068efe5-88a0-4fcb-b288-3f4441d23828 · inbound

Capability-Aligned Hierarchical Learning for Tool-Augmented LLMs cites this paper.

Capability-Aligned Hierarchical Learning for Tool-Augmented LLMs It Takes Two: Your GRPO Is Secretly DPO

Reference 26

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T01:17:30.710581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 42e87114-b9c6-46d0-be4a-b409ff485a96 · inbound

Rethinking Groups in Critic-Free RLVR cites this paper.

Rethinking Groups in Critic-Free RLVR It Takes Two: Your GRPO Is Secretly DPO

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T17:58:47.897450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 467aa4b5-4c6a-4ae4-927f-8a362a877226 · inbound

GRPO, Dr. GRPO, and DAPO Are Three Operations on One Number: The Group-Standard-Deviation Identity cites this paper.

GRPO, Dr. GRPO, and DAPO Are Three Operations on One Number: The Group-Standard-Deviation Identity It Takes Two: Your GRPO Is Secretly DPO

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-07-02T19:57:19.054101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 8cdab405-7cf5-4d94-be43-5d3540f04d9a · inbound

On the effectiveness of reward functions in reinforcement learning for confidence calibration of large language models cites this paper.

On the effectiveness of reward functions in reinforcement learning for confidence calibration of large language models It Takes Two: Your GRPO Is Secretly DPO

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-11T20:01:06.623978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.