Paper Citation Record · LEDGER

MergeIT: From Selection to Merging for Efficient Instruction Tuning

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2503.00034.

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

pith.paper-citation-record.v1
2503.00034 v1

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 2026-08-09T06:31:02.800959+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T19:46:19.319783Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T18:33:50.148647Z

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 d455f327-d6b5-486d-81a8-3b311cda7075 · inbound

Low-Confidence Gold: Refining Low-Confidence Samples for Efficient Instruction Tuning cites this paper.

Low-Confidence Gold: Refining Low-Confidence Samples for Efficient Instruction Tuning MergeIT: From Selection to Merging for Efficient Instruction Tuning

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-23T02:35:19.262721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 89699a6d-ae33-4431-8b36-a1503de445e8 · inbound

VisNec: Measuring and Leveraging Visual Necessity for Multimodal Instruction Tuning cites this paper.

VisNec: Measuring and Leveraging Visual Necessity for Multimodal Instruction Tuning MergeIT: From Selection to Merging for Efficient Instruction Tuning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T19:46:19.319783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 473d83f3-ca6a-4347-a753-192054d7b04e · inbound

Once-For-All: A Train-Once and Select-Anytime Framework for Multimodal Instruction Tuning cites this paper.

Once-For-All: A Train-Once and Select-Anytime Framework for Multimodal Instruction Tuning MergeIT: From Selection to Merging for Efficient Instruction Tuning

Reference 22

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T18:33:50.151092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a8234be0-2764-4ccb-bfbe-e51e56366d09 · inbound

Gaze-to-text Generation: Beyond Categorical Decoding of Human Attention cites this paper.

Gaze-to-text Generation: Beyond Categorical Decoding of Human Attention MergeIT: From Selection to Merging for Efficient Instruction Tuning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T23:36:22.961995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.