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Paper Citation Record · LEDGER

On-the-fly Improving Performance of Deep Code Models via Input Denoising

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2308.09969.

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

pith.paper-citation-record.v1
2308.09969 v1

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 2026-08-11T06:34:44.6726+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:00:50.152067Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T05:03:03.814740Z

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 b3c6b63b-095f-4d35-984e-586086f338b9 · inbound

CodeImprove: Program Adaptation for Deep Code Models cites this paper.

CodeImprove: Program Adaptation for Deep Code Models On-the-fly Improving Performance of Deep Code Models via Input Denoising

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-10T14:00:50.152067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:00:50.152067Z digest=sha256:87fd1ef30b3a72ccf2147269b49eb7b3a708b05460b9141abf26272c66bca5f0

Observation b84605a7-8b70-4d86-aeb3-b08e1e1d9cff · inbound

Framework for On the Fly Input Refinement for Deep Learning Models cites this paper.

Framework for On the Fly Input Refinement for Deep Learning Models On-the-fly Improving Performance of Deep Code Models via Input Denoising

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-08T19:18:55.786971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T19:18:55.786971Z digest=sha256:c96d7819b765f18f89687b7acd3568cc59bef5e91575b9c6b7853a3111c92412

Observation 2b6da3d6-5b44-4cbe-a6f1-5ad6b4fcb3eb · inbound

On-the-Fly Input Adaptation for Reliable Code Intelligence cites this paper.

On-the-Fly Input Adaptation for Reliable Code Intelligence On-the-fly Improving Performance of Deep Code Models via Input Denoising

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-20T05:03:03.819563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-20T04:58:36.163866Z digest=sha256:656dc3328c51f948e7a1b7292d753923107bd0957e2fe4b925b853e8fb6f00a4

Observation bc74a69a-03ad-4069-b7c9-a9ade168851f · inbound

When to Answer and When to Defer: A Decision Framework for Reliable Code Predictions cites this paper.

When to Answer and When to Defer: A Decision Framework for Reliable Code Predictions On-the-fly Improving Performance of Deep Code Models via Input Denoising

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-20T04:58:05.252043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-05-20T04:53:51.761561Z digest=sha256:c107cf39c0db50baec6876ea735ffa0e5c0a3ebbc0174dce5e27223836997c86