Pith. sign in

Paper Citation Record · LEDGER

Rubric Is All You Need: Enhancing LLM-based Code Evaluation With Question-Specific Rubrics

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.23989.

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

pith.paper-citation-record.v1
2503.23989 v3

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 2026-08-14T06:32:32.682623+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-19T10:14:51.134936Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 5c2e6f08-8b80-4f39-a6b5-c84a624ca385 · inbound

Teaching Astronomy with Large Language Models cites this paper.

Teaching Astronomy with Large Language Models Rubric Is All You Need: Enhancing LLM-based Code Evaluation With Question-Specific Rubrics

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-19T10:17:15.463452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-19T10:14:51.134936Z digest=sha256:6c373a841dd3e440e437c6298d87a2f024fbbc97621569005ed53ba703ea8639

Observation 7a060bd3-4f19-416f-b249-e8cf2d5d17f6 · inbound

Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains cites this paper.

Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains Rubric Is All You Need: Enhancing LLM-based Code Evaluation With Question-Specific Rubrics

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-13T06:07:56.812010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-13T06:07:56.678339Z digest=sha256:33a4aaf73b2dc624145ec79c37164d24579ed37a0e8922584783385181e8ae99

Observation 70000630-0801-4d9b-8318-0cb596267321 · inbound

Beyond Verifiable Rewards: Rubric-Based GRM for Reinforced Fine-Tuning SWE Agents cites this paper.

Beyond Verifiable Rewards: Rubric-Based GRM for Reinforced Fine-Tuning SWE Agents Rubric Is All You Need: Enhancing LLM-based Code Evaluation With Question-Specific Rubrics

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-15T12:25:35.787228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-15T12:22:13.551709Z digest=sha256:ca073d932cf28a54dc23e3d19dc382443e3afe7c5a14f34f38e9d3d599338e57