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Paper Citation Record · LEDGER

IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2411.06208.

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

pith.paper-citation-record.v1
2411.06208 v3

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 2026-08-13T06:32:02.005865+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:21:59.062541Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T04:43:23.251847Z

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 be7ddb58-194f-4adc-87b0-5d27161aaf34 · inbound

VerIF: Verification Engineering for Reinforcement Learning in Instruction Following cites this paper.

VerIF: Verification Engineering for Reinforcement Learning in Instruction Following IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization

Reference 61

Resolution
verified exact
local_arxiv, observed 2026-08-07T04:43:23.331842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-07T04:43:22.311439Z digest=sha256:50893c2dfed32b6d23891a3652ecfac09ed96ce8b77fa31865c357eb308df1d0

Observation 43eecf78-d042-48cf-93b1-2fc5599aec3b · inbound

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information cites this paper.

SPIEval: Evaluating Large Language Models as Mobile Assistants over Scattered Personal Information IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-12T19:21:59.062541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T19:21:59.062541Z digest=sha256:d2ad7632755b7faeca6ee26d29ed66be0028fd4f3c65ac7e9967173ef3faf03f