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Paper Citation Record · LEDGER

RobuNFR: Evaluating the Robustness of Large Language Models on Non-Functional Requirements Aware Code Generation

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.22851.

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

pith.paper-citation-record.v1
2503.22851 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T12:00:24.445094Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T18:00:00.906338Z

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 be46a09e-4fef-4a77-914c-1cc7b828a24f · inbound

Contract Based Verification of Non-functional Requirements for Embedded Automotive C Code cites this paper.

Contract Based Verification of Non-functional Requirements for Embedded Automotive C Code RobuNFR: Evaluating the Robustness of Large Language Models on Non-Functional Requirements Aware Code Generation

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-22T01:04:32.040908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-22T01:03:36.249639Z digest=sha256:4fa711ee25c2b04f72923a445ed10ea21a203f84eb46bdfc90d42a225c3b60b4

Observation f504643e-8c63-4fbe-b5ba-3d8406e90563 · inbound

Accuracy and Satisfaction in Multi-Turn LLM Dialogues for NFR Assessment cites this paper.

Accuracy and Satisfaction in Multi-Turn LLM Dialogues for NFR Assessment RobuNFR: Evaluating the Robustness of Large Language Models on Non-Functional Requirements Aware Code Generation

Reference 116

Resolution
verified exact
arxiv_id, observed 2026-07-04T18:00:00.907827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-06-25T23:12:20.065631Z digest=sha256:f7fbbca4ce0ea81a6e0e9588e975f86e78fdd75223aff55be870103c6f639c20

Observation 4b101895-2f6d-44a2-8594-f820724760c3 · inbound

Bridging Behavior and Implementation: Automated Java Glue Code Generation for Behavior-Driven Development cites this paper.

Bridging Behavior and Implementation: Automated Java Glue Code Generation for Behavior-Driven Development RobuNFR: Evaluating the Robustness of Large Language Models on Non-Functional Requirements Aware Code Generation

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-01T12:00:24.445094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T12:00:24.445094Z digest=sha256:a3a797de6654d1932cf452dcff3be020e729f7db3fd6afbd94a50aed97b0df54