Paper Citation Record · LEDGER

EffiPair: Improving the Efficiency of LLM-generated Code with Relative Contrastive Feedback

As of 2 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 1 inbound Pith citation observation for arXiv:2604.05137.

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

pith.paper-citation-record.v1
2604.05137 v1

Coverage vector

measured 4 of 4 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T18:59:08.902452Z

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-02T06:30:47.504484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T10:53:08.883214Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

4 of 4 outbound references displayed

verified exact0
verified fuzzy2
unresolved1
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d153efc8-8bc1-4d5b-930b-c5d3bd46a580 · outbound

This paper cites write newline.

EffiPair: Improving the Efficiency of LLM-generated Code with Relative Contrastive Feedback write newline

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T11:22:48.381012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation c035efcf-a614-4907-aa84-11484a342327 · outbound

This paper cites @esa (Ref.

EffiPair: Improving the Efficiency of LLM-generated Code with Relative Contrastive Feedback @esa (Ref

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T11:22:48.383852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 3eb5c250-dda3-4598-8f20-bc668309e307 · outbound

This paper cites an unresolved cited work.

EffiPair: Improving the Efficiency of LLM-generated Code with Relative Contrastive Feedback Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-16T11:22:48.386650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Observation 9831c4d6-1b7c-4482-84b6-127479b86219 · outbound

This paper cites XV U ŲJUQ.

EffiPair: Improving the Efficiency of LLM-generated Code with Relative Contrastive Feedback XV U ŲJUQ

Reference 4

Resolution: malformed identifier; raw_fallback, observed 2026-05-16T11:22:48.389163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-02T06:30:47.504484+00:00.

Pith citing papers

Observation bef4cad0-d52b-4b87-83e6-eded72b0f436 · inbound

RLPF: Reinforcement Learning from Performance Feedback for Code Generation cites this paper.

RLPF: Reinforcement Learning from Performance Feedback for Code Generation EffiPair: Improving the Efficiency of LLM-generated Code with Relative Contrastive Feedback

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T10:53:08.883214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.