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Paper Citation Record · LEDGER

Beyond IID: Optimizing Instruction Learning from the Perspective of Instruction Interaction and Dependency

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2409.07045.

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

pith.paper-citation-record.v1
2409.07045 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:39:25.752240Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-04T22:24:47.906497Z

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 94a3bdb8-a0b4-42a1-a015-bd61cef9f1f0 · inbound

Infinity Instruct: Scaling Instruction Selection and Synthesis to Enhance Language Models cites this paper.

Infinity Instruct: Scaling Instruction Selection and Synthesis to Enhance Language Models Beyond IID: Optimizing Instruction Learning from the Perspective of Instruction Interaction and Dependency

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T05:39:25.752240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:39:25.752240Z digest=sha256:7138936d36963c0eccc4ee0904d550ad0731655a229a76df4cc357488fef9169

Observation 2badc755-e521-4ff2-bbb9-09f08ae2993e · inbound

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions cites this paper.

PersonaFuse: A Personality Activation-Driven Framework for Enhancing Human-LLM Interactions Beyond IID: Optimizing Instruction Learning from the Perspective of Instruction Interaction and Dependency

Reference 88

Resolution
metadata mismatch
local_arxiv, observed 2026-08-04T22:24:47.986143Z

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.

source=arxiv_source observed=2026-08-04T22:24:47.646281Z digest=sha256:589ac4d9902ccd752986a5e42af9c119f3953c7c853f109a95c73d26c3eb46a8