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Paper Citation Record · LEDGER

Token-Level Policy Optimization: Linking Group-Level Rewards to Token-Level Aggregation via Sequence-Level Likelihood

As of 6 August 2026, this Paper Citation Record lists 6 of 6 outbound references and 1 inbound Pith citation observation for arXiv:2604.12736.

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

pith.paper-citation-record.v1
2604.12736 v1

Coverage vector

measured 6 of 6 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T15:23:00.241691Z

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:16:33.561853Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T00:16:33.860112Z

Reference resolution

6 of 6 outbound references displayed

  • verified exact0
  • verified fuzzy2
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dc6f50a1-32fc-443c-b4c0-78c4f578d803 · outbound

This paper cites One-shot Entropy Minimization.

Token-Level Policy Optimization: Linking Group-Level Rewards to Token-Level Aggregation via Sequence-Level Likelihood One-shot Entropy Minimization

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T10:41:04.634441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T15:23:00.241691Z digest=sha256:35323cb8879990117542a0913d6fd3ed18fbf02664c7217779afc3eddf2b3b2e

Observation 0e95c879-4518-4e5e-a687-2e8d61d1d57d · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Token-Level Policy Optimization: Linking Group-Level Rewards to Token-Level Aggregation via Sequence-Level Likelihood DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 2

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T10:41:04.649810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T15:23:00.241691Z digest=sha256:eaa96a434a8875f3bc8a8525cc895ef3b2bbc0afb624467828b0af569fa0138c

Observation 96479e55-64c2-4c8a-945d-4daf4291782e · outbound

This paper cites (12) vanishes.

Token-Level Policy Optimization: Linking Group-Level Rewards to Token-Level Aggregation via Sequence-Level Likelihood (12) vanishes

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T02:35:39.988153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T15:23:00.241691Z digest=sha256:c9464242920ebc1547237eb89dba32d7bcd7f8360d3916d1bd2d40aedae6c46c

Observation ff92fb10-1de2-4d8e-8433-e13e1d049e86 · outbound

This paper cites an unresolved cited work.

Token-Level Policy Optimization: Linking Group-Level Rewards to Token-Level Aggregation via Sequence-Level Likelihood Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-05-18T02:35:39.990000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T15:23:00.241691Z digest=sha256:bf704bd20ef426167ea49473e68c1d482f4b505458e6c47d9e30344eeef036d2

Observation 743f532e-73bd-4881-a7c5-561ae3d45c62 · outbound

This paper cites an unresolved cited work.

Token-Level Policy Optimization: Linking Group-Level Rewards to Token-Level Aggregation via Sequence-Level Likelihood Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-05-18T02:35:39.985933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T15:23:00.241691Z digest=sha256:e3fcbe4ec87838629a305a3d6b2801bd148d47cea366f462335ed7cbb0938a95

Observation 0b2322aa-8f69-4b78-907c-5b6183686102 · outbound

This paper cites This derivation underpins entropy regular- ization for balanced E-E trade-off in RL.

Token-Level Policy Optimization: Linking Group-Level Rewards to Token-Level Aggregation via Sequence-Level Likelihood This derivation underpins entropy regular- ization for balanced E-E trade-off in RL

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-18T02:35:39.992357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T15:23:00.241691Z digest=sha256:4b362c89582e57efc5b46738f450b2113f8b838baa13b75c8bd4de8ccf8852cb

Pith citing papers

Observation 4040a79f-ea87-4fa8-a154-8efd0e91c9fe · inbound

Reusing Rollouts under Policy Lag: Prefix-Normalized Policy Optimization for LLM Reinforcement Learning cites this paper.

Reusing Rollouts under Policy Lag: Prefix-Normalized Policy Optimization for LLM Reinforcement Learning Token-Level Policy Optimization: Linking Group-Level Rewards to Token-Level Aggregation via Sequence-Level Likelihood

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-06T00:16:33.864755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-06T00:16:33.561853Z digest=sha256:f979cd859611030fe147651b331ca0c1c4d1f0edc4f86097c41826a22ba55bfe