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Paper Citation Record · LEDGER

HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2503.04378.

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

pith.paper-citation-record.v1
2503.04378 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:09:56.386550Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T10:21:03.328341Z

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 2c5bc38d-4ee2-48c6-b992-dabbb58dff82 · inbound

Think-RM: Enabling Long-Horizon Reasoning in Generative Reward Models cites this paper.

Think-RM: Enabling Long-Horizon Reasoning in Generative Reward Models HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T15:09:56.386550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:09:56.386550Z digest=sha256:09c3d589e77e949dd89650ffb52fee777a879dc1cbfda7737b390c102a3d28f8

Observation 7c84cc59-ee22-4a02-a768-fd7b8743d59b · inbound

Chasing Moving Targets with Online Self-Play Reinforcement Learning for Safer Language Models cites this paper.

Chasing Moving Targets with Online Self-Play Reinforcement Learning for Safer Language Models HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-07T05:41:58.194293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:41:58.194293Z digest=sha256:4bbc08eec5b35c5040d2dc872cbd7d3ed5a8933e8e733910c8a2ebd16b09dbee

Observation 6f5c694a-0bfa-40ab-a890-dedbc3516b42 · inbound

Polyglot Teachers: Evaluating Language Models for Multilingual Synthetic Data Generation cites this paper.

Polyglot Teachers: Evaluating Language Models for Multilingual Synthetic Data Generation HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-11T10:21:03.335856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-10T15:31:54.897698Z digest=sha256:b31551808e09befecad15a7d8340de9451104254cbad41ffe732e2bc924af284

Observation ab661531-e4c5-497b-bed2-ea48d9c5fe24 · inbound

Polyglot Teachers: Evaluating Language Models for Multilingual Synthetic Data Generation cites this paper.

Polyglot Teachers: Evaluating Language Models for Multilingual Synthetic Data Generation HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-12T22:04:56.445021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T22:04:56.445021Z digest=sha256:2c718a083943bb2523412311717cc0381fbaed5432577a1c4b13fb9c2cc68d1f