Paper Citation Record · LEDGER

Code Less, Align More: Efficient LLM Fine-tuning for Code Generation with Data Pruning

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2407.05040.

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

pith.paper-citation-record.v1
2407.05040 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:08:55.548919Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

4
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 006e97ef-e5c9-4e5a-b35c-5fc85d209d75 · inbound

CALM: Co-evolution of Algorithms and Language Model for Automatic Heuristic Design cites this paper.

CALM: Co-evolution of Algorithms and Language Model for Automatic Heuristic Design Code Less, Align More: Efficient LLM Fine-tuning for Code Generation with Data Pruning

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T20:40:33.667516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63bbf08e-0163-4076-9772-e4a84156b32a · inbound

Generalizing Large Language Model Usability Across Resource-Constrained cites this paper.

Generalizing Large Language Model Usability Across Resource-Constrained Code Less, Align More: Efficient LLM Fine-tuning for Code Generation with Data Pruning

Reference 135

Resolution: unresolved; no resolver link, observed 2026-08-15T22:08:55.548919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb80a584-1910-493b-8eea-7e0c0895c3fa · inbound

ParaStudent: Generating and Evaluating Realistic Student Code by Teaching LLMs to Struggle cites this paper.

ParaStudent: Generating and Evaluating Realistic Student Code by Teaching LLMs to Struggle Code Less, Align More: Efficient LLM Fine-tuning for Code Generation with Data Pruning

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T16:45:50.466516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30c65884-6a2c-468d-b9bf-40fc82367696 · inbound

ReCatcher: Towards LLMs Regression Testing for Code Generation cites this paper.

ReCatcher: Towards LLMs Regression Testing for Code Generation Code Less, Align More: Efficient LLM Fine-tuning for Code Generation with Data Pruning

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-15T17:57:05.965110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f51367db-f372-461e-af7a-319161e172b7 · inbound

CODEBLOCK: Learning to Supervise Code at the Right Granularity cites this paper.

CODEBLOCK: Learning to Supervise Code at the Right Granularity Code Less, Align More: Efficient LLM Fine-tuning for Code Generation with Data Pruning

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-03T08:17:45.519997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cda498d4-019e-4328-ab9a-de7e6ced689e · inbound

Reward-Free Code Alignment from Pretrained or Fine-Tuned LLM: Unpacking the Trade-offs for Code Generation cites this paper.

Reward-Free Code Alignment from Pretrained or Fine-Tuned LLM: Unpacking the Trade-offs for Code Generation Code Less, Align More: Efficient LLM Fine-tuning for Code Generation with Data Pruning

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-06-30T08:34:26.713690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.