Pith. sign in

Paper Citation Record · LEDGER

Unsupervised Evaluation of Code LLMs with Round-Trip Correctness

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2402.08699.

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

pith.paper-citation-record.v1
2402.08699 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 2026-08-11T06:34:44.6726+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:55:54.978123Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T01:27:31.689514Z

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 978d4c7c-ec20-4f69-8c21-de242d4a5189 · inbound

AI4Contracts: LLM & RAG-Powered Encoding of Financial Derivative Contracts cites this paper.

AI4Contracts: LLM & RAG-Powered Encoding of Financial Derivative Contracts Unsupervised Evaluation of Code LLMs with Round-Trip Correctness

Reference 2002

Resolution
unresolved
no resolver link, observed 2026-08-07T11:55:54.978123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:55:54.978123Z digest=sha256:9a7775b4a6413084d4e79c1e998fdc37af88fcbda4f3b8ce8d223a42118f8ac2

Observation fbcffa97-b571-40fd-9afb-34159058d1ba · inbound

Neurosymbolic Auditing of Natural-Language Software Requirements cites this paper.

Neurosymbolic Auditing of Natural-Language Software Requirements Unsupervised Evaluation of Code LLMs with Round-Trip Correctness

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-14T18:02:32.228260Z

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=2026-05-14T18:02:20.449404Z digest=sha256:58037f1ed409c48d5e99f753c8dc2d0c007d5c4a4a1a189ce1d749e0e33397de

Observation e13083d7-5407-4d8a-b4b2-9e7b395b27c0 · inbound

PrivCode++: Latent-Conditioned Differentially Private Code Generation for Comprehensive Guarantees cites this paper.

PrivCode++: Latent-Conditioned Differentially Private Code Generation for Comprehensive Guarantees Unsupervised Evaluation of Code LLMs with Round-Trip Correctness

Reference 68

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T01:27:31.690823Z

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=arxiv_source observed=2026-06-27T16:28:06.351376Z digest=sha256:9ce577c082e3637fd8e61073184622089613d8ccb887b557b70fe09d6118a9a8

Observation 5a3ad947-3f24-4d65-94c6-4a7aba2e220a · inbound

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back cites this paper.

Round-Trip Mutation Testing: Translating Code to Natural Language Intent and back Unsupervised Evaluation of Code LLMs with Round-Trip Correctness

Reference 15

Resolution
unresolved
no resolver link, observed 2026-07-12T04:02:20.300577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T04:02:20.300577Z digest=sha256:1d4924d944c7dbbf14243e69779c79e29f40f070b65f7583018d91c8873a038b