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Paper Citation Record · LEDGER

The Perfect Blend: Redefining RLHF with Mixture of Judges

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2409.20370.

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

pith.paper-citation-record.v1
2409.20370 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 2026-08-06T06:34:29.942622+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:27:27.664545Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T12:26:31.581809Z

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 e0f7f0db-581a-470f-b3a7-d376c1862577 · inbound

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods cites this paper.

LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods The Perfect Blend: Redefining RLHF with Mixture of Judges

Reference 266

Resolution
verified exact
arxiv_id, observed 2026-05-11T23:08:35.786805Z

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=2026-05-11T23:08:34.312466Z digest=sha256:92773d31fdba9a27693472c7b94812f51a5ebf9a492bb7723a140579abcaf7c3

Observation baadd476-aa13-4853-a946-7bf01cdf7f50 · inbound

Improving Large Vision and Language Models by Learning from a Panel of Peers cites this paper.

Improving Large Vision and Language Models by Learning from a Panel of Peers The Perfect Blend: Redefining RLHF with Mixture of Judges

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-05T12:27:27.664545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:27:27.664545Z digest=sha256:2dd4b468ee183853c0010875afb965ba2f5dd7324d19755de5d4931d4537c121

Observation d0f80efe-77d1-4ad1-a195-0bc56ddfee7f · inbound

Debate2Create: Robot Co-design via Multi-Agent LLM Debate cites this paper.

Debate2Create: Robot Co-design via Multi-Agent LLM Debate The Perfect Blend: Redefining RLHF with Mixture of Judges

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-04T07:27:04.004624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T07:27:04.004624Z digest=sha256:eb3444a76d5e6916e715029772b4e0ff43f74e6aa68345e0d1016210be1870ec

Observation 0b2ef0f4-bce6-4a99-9403-4dad04cc9755 · inbound

Token-Level LLM Collaboration via FusionRoute cites this paper.

Token-Level LLM Collaboration via FusionRoute The Perfect Blend: Redefining RLHF with Mixture of Judges

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-22T12:26:31.586299Z

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=2026-05-22T12:25:59.747665Z digest=sha256:3c9530147d4bbb9d1bd6cc10998cbd715222a6dc4419b2c6ae6af843c4ecb04f

Observation 0daa22a3-e4fe-4bc8-8bd5-3fd64f227851 · inbound

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation cites this paper.

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation The Perfect Blend: Redefining RLHF with Mixture of Judges

Reference 204

Resolution
unresolved
no resolver link, observed 2026-07-11T08:05:17.460513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-11T08:05:17.460513Z digest=sha256:bb6ef02cd9aa12f17e04565fa6e964e7b91a267ef5007afce0c06c36117d8746