Paper Citation Record · LEDGER

Optimizing Temperature for Language Models with Multi-Sample Inference

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2502.05234.

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

pith.paper-citation-record.v1
2502.05234 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:51:31.674935Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T01:56:27.943540Z

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 59a42a76-2e62-43a1-b85d-25d0f86023d2 · inbound

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models cites this paper.

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models Optimizing Temperature for Language Models with Multi-Sample Inference

Reference 167

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:41:23.422530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b43c1c1d-0402-4cd3-abe3-8ab123e33216 · inbound

When Life Gives You Samples: The Benefits of Scaling up Inference Compute for Multilingual LLMs cites this paper.

When Life Gives You Samples: The Benefits of Scaling up Inference Compute for Multilingual LLMs Optimizing Temperature for Language Models with Multi-Sample Inference

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T22:51:31.674935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4145bb0f-e845-4bc6-af23-d42cd137dcc9 · inbound

SCOPE-RL: Stable and Quantitative Control of Policy Entropy in RL Post-Training cites this paper.

SCOPE-RL: Stable and Quantitative Control of Policy Entropy in RL Post-Training Optimizing Temperature for Language Models with Multi-Sample Inference

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-21T20:30:35.417612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3550ec4e-e406-48f7-be8f-f0a3af230bcd · inbound

Temperature-Dependent Performance of Prompting Strategies in Extended Reasoning Large Language Models cites this paper.

Temperature-Dependent Performance of Prompting Strategies in Extended Reasoning Large Language Models Optimizing Temperature for Language Models with Multi-Sample Inference

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-15T10:45:28.414352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6d5947e2-12cb-48d0-99f9-826347eeca15 · inbound

Towards Trust Calibration in Socially Interactive Agents: Investigating Gendered Multimodal Behaviors Generation with LLMs cites this paper.

Towards Trust Calibration in Socially Interactive Agents: Investigating Gendered Multimodal Behaviors Generation with LLMs Optimizing Temperature for Language Models with Multi-Sample Inference

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-20T06:38:05.562247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f7223732-7078-4290-8f0f-62e132a15684 · inbound

FLIPS: Instance-Fingerprinting for LLMs via Pseudo-random Sequences cites this paper.

FLIPS: Instance-Fingerprinting for LLMs via Pseudo-random Sequences Optimizing Temperature for Language Models with Multi-Sample Inference

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-07-02T01:56:27.945237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.