Paper Citation Record · LEDGER

LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2408.08656.

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

pith.paper-citation-record.v1
2408.08656 v2

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 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:44:03.575277Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T23:04:57.309426Z

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 2ddb642e-cfe8-4559-830b-af137534f45e · inbound

IntPhys 2: Benchmarking Intuitive Physics Understanding In Complex Synthetic Environments cites this paper.

IntPhys 2: Benchmarking Intuitive Physics Understanding In Complex Synthetic Environments LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T04:44:03.575277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b526bfca-1c9e-4906-a172-610285b58433 · inbound

Towards Reliable Generative AI-Driven Scaffolding: Reducing Hallucinations and Enhancing Quality in Self-Regulated Learning Support cites this paper.

Towards Reliable Generative AI-Driven Scaffolding: Reducing Hallucinations and Enhancing Quality in Self-Regulated Learning Support LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs

Reference 54

Resolution: verified exact; local_arxiv, observed 2026-08-05T23:04:57.312741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6136920a-923e-4e9e-9148-a505dfb3364b · inbound

Test-Time Scaling via Error Localization cites this paper.

Test-Time Scaling via Error Localization LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs

Reference 129

Resolution: unresolved; no resolver link, observed 2026-08-01T07:28:30.969758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 346c84b4-cdc5-4c9f-a0f2-a062a190aa3e · inbound

TAPR: Enhancing LLM Performance with a Task-Aware Prompt Rewriter cites this paper.

TAPR: Enhancing LLM Performance with a Task-Aware Prompt Rewriter LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T00:49:52.507932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.