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Paper Citation Record · LEDGER

Improving the Validity of Automatically Generated Feedback via Reinforcement Learning

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2403.01304.

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

pith.paper-citation-record.v1
2403.01304 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:12:14.449101Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T16:53:40.893793Z

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 de2863c4-f198-462c-9a7e-126f7bb4af51 · inbound

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring cites this paper.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Improving the Validity of Automatically Generated Feedback via Reinforcement Learning

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.449101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.449101Z digest=sha256:ec323866835c3de2725cb9fa89deef553349e71c099652ed28262de217dbadea

Observation 1eab97c1-7b0a-4c9e-8001-04de97c8e116 · inbound

Gumbel Machine: Counterfactual Student Writing Generation via Gumbel Noise Steering cites this paper.

Gumbel Machine: Counterfactual Student Writing Generation via Gumbel Noise Steering Improving the Validity of Automatically Generated Feedback via Reinforcement Learning

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-06-29T16:53:40.895546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-06-29T16:47:30.514271Z digest=sha256:4e30ed009c3775b72877ff0cf06aa083107f5aee18b059027d3add5d2845483f