Pith. sign in

Paper Citation Record · LEDGER

Automatic Semantic Augmentation of Language Model Prompts (for Code Summarization)

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2304.06815.

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

pith.paper-citation-record.v1
2304.06815 v3

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 2026-08-10T06:31:04.303077+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T11:10:43.564400Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-24T02:23:46.182806Z

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 f85ec75c-43ae-40f4-82c4-e202b3804cd4 · inbound

Retrieval-Augmented Generation for AI-Generated Content: A Survey cites this paper.

Retrieval-Augmented Generation for AI-Generated Content: A Survey Automatic Semantic Augmentation of Language Model Prompts (for Code Summarization)

Reference 171

Resolution
metadata mismatch
arxiv_id, observed 2026-05-15T13:32:17.448354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-15T13:32:17.177021Z digest=sha256:833a5594ae8bfed3cfbe12220418fac62c710213e54b294a6ab72f00100975b9

Observation 8c112c3b-eabc-4df9-8d64-5e0e89b286c3 · inbound

Assessing, Exploiting, and Mitigating Syntactic Robustness Failures in LLM-Based Code Generation cites this paper.

Assessing, Exploiting, and Mitigating Syntactic Robustness Failures in LLM-Based Code Generation Automatic Semantic Augmentation of Language Model Prompts (for Code Summarization)

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-24T02:23:46.185956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-24T02:19:23.135463Z digest=sha256:a062540b25fa44010b14b77f64bbad1c1c25a5cfc8ad1e6887493b17cb0f4f3a

Observation 70a7b020-4105-4003-82ee-7acabd93fedd · inbound

METAMON: Finding Inconsistencies between Program Documentation and Behavior using Metamorphic LLM Queries cites this paper.

METAMON: Finding Inconsistencies between Program Documentation and Behavior using Metamorphic LLM Queries Automatic Semantic Augmentation of Language Model Prompts (for Code Summarization)

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-09T11:10:43.564400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T11:10:43.564400Z digest=sha256:b0c837ffd10e837f3da370a32929f50a5f487ccd64f9da1f8a45b4d409f04817

Observation b6168b36-1e4c-4e75-8241-2dd44648a314 · inbound

Resource-Efficient & Effective Code Summarization cites this paper.

Resource-Efficient & Effective Code Summarization Automatic Semantic Augmentation of Language Model Prompts (for Code Summarization)

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-09T04:23:34.475953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:23:34.475953Z digest=sha256:15c51d4c96b7c61e48708724f902b22ca71d190bb9fc39491b53e40cbd81b734