Pith. sign in

Paper Citation Record · LEDGER

Reinforced Efficient Reasoning via Semantically Diverse Exploration

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2601.05053.

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

pith.paper-citation-record.v1
2601.05053 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T19:03:10.268534Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-06-30T19:05:00.389635Z

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 2e164580-b01c-4214-8368-adcc6736aca3 · inbound

Leveraging Error Diversity in Group Rollouts for Reinforcement Learning cites this paper.

Leveraging Error Diversity in Group Rollouts for Reinforcement Learning Reinforced Efficient Reasoning via Semantically Diverse Exploration

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-05-20T14:53:23.279779Z

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=2026-05-20T14:52:33.141693Z digest=sha256:5712cdb1c76e992144f22f66829086656560733c4e9bc309b64bce44e3624662

Observation 7fb99a93-ad11-4443-8c89-252b3c0098a7 · inbound

Leveraging Error Diversity in Group Rollouts for Reinforcement Learning cites this paper.

Leveraging Error Diversity in Group Rollouts for Reinforcement Learning Reinforced Efficient Reasoning via Semantically Diverse Exploration

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-06-30T19:05:00.390998Z

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=2026-06-30T19:03:10.268534Z digest=sha256:328b2b0fc6690a7d2dfbcfeb67be5269b0b9d9073b5db7a89def4044e76c4939

Observation 45c11d57-4bf3-4ed0-9ebd-6887bc931ef8 · inbound

Where Rollouts Begin: Low-Load, High-Leverage First-Token Diversification for RLVR cites this paper.

Where Rollouts Begin: Low-Load, High-Leverage First-Token Diversification for RLVR Reinforced Efficient Reasoning via Semantically Diverse Exploration

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-06-29T12:03:24.395619Z

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=2026-06-29T11:55:13.135221Z digest=sha256:17991eac0a389e7d316b85e09211b282c71ad9a85818e75461f6132b22bf0f84