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Paper Citation Record · LEDGER

CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Data Limitation With Contrastive Learning

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2212.10341.

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

pith.paper-citation-record.v1
2212.10341 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 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:34:09.242814Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T19:08:54.145717Z

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 5028d16f-98c7-4e3f-8a39-6ca769103f89 · inbound

Detecting LLM-generated Code with Subtle Modification by Adversarial Training cites this paper.

Detecting LLM-generated Code with Subtle Modification by Adversarial Training CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Data Limitation With Contrastive Learning

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T16:34:09.242814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:34:09.242814Z digest=sha256:0787ef11420876168e0bb67f0040185c8e4bbda49a9d7614378fc10ca8b1e5bb

Observation a03ddb8b-e973-49dd-a4cc-5e2483a2b1dd · inbound

Multi-Level Contextual Token Relation Modeling for Machine-Generated Text Detection cites this paper.

Multi-Level Contextual Token Relation Modeling for Machine-Generated Text Detection CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Data Limitation With Contrastive Learning

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-05-20T19:08:54.147182Z

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=2026-05-20T19:08:11.497457Z digest=sha256:9f7f61cde7c08935bce0c64abcfb81cac594adbea66b192b4dddf32c602f303b