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Paper Citation Record · LEDGER

LLaMA-Reviewer: Advancing Code Review Automation with Large Language Models through Parameter-Efficient Fine-Tuning

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2308.11148.

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

pith.paper-citation-record.v1
2308.11148 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 2026-08-16T06:30:59.297886+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:45:04.802522Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T14:40:08.000071Z

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 e8ef9694-c9b8-48c6-a05a-6239cdf94a3c · inbound

BitsAI-CR: Automated Code Review via LLM in Practice cites this paper.

BitsAI-CR: Automated Code Review via LLM in Practice LLaMA-Reviewer: Advancing Code Review Automation with Large Language Models through Parameter-Efficient Fine-Tuning

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-10T14:40:08.005874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-10T14:40:07.182190Z digest=sha256:5b2cb06a5bf9f24e295cfd0f2e706d6958e0fe3d48277b304d6f862dcbeade94

Observation 56613aa0-9c40-4042-a7c0-3660a92f88ad · inbound

The Art of Repair: Optimizing Iterative Program Repair with Instruction-Tuned Models cites this paper.

The Art of Repair: Optimizing Iterative Program Repair with Instruction-Tuned Models LLaMA-Reviewer: Advancing Code Review Automation with Large Language Models through Parameter-Efficient Fine-Tuning

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-16T00:45:04.802522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:45:04.802522Z digest=sha256:1be5de754401530a534e6f6cec5800e93a1d95c50caa814f531073dc5f28929d

Observation 65c8b42a-8de8-430d-a8f6-452620908bb8 · inbound

Rethinking Training Data for Generating Code Review Comments cites this paper.

Rethinking Training Data for Generating Code Review Comments LLaMA-Reviewer: Advancing Code Review Automation with Large Language Models through Parameter-Efficient Fine-Tuning

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-01T01:20:08.840636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T01:20:08.840636Z digest=sha256:8850e4df3ea16b7afad17480ede385a66713b1a9e3c4b78463b3aa2bc514a716