Paper Citation Record · LEDGER

Entropy Adaptive Decoding: Dynamic Model Switching for Efficient Inference

As of 10 August 2026, this Paper Citation Record lists 9 of 9 outbound references and 1 inbound Pith citation observation for arXiv:2502.06833.

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

pith.paper-citation-record.v1
2502.06833 v1

Coverage vector

measured 9 of 9 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T04:19:02.034693Z

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-12T02:49:36.371607Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T02:51:17.863199Z

Reference resolution

9 of 9 outbound references displayed

verified exact1
verified fuzzy1
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c39f864b-ce57-41aa-97dd-aac44fc3a859 · outbound

This paper cites OpenAI o1 Hub | OpenAI.

Entropy Adaptive Decoding: Dynamic Model Switching for Efficient Inference OpenAI o1 Hub | OpenAI

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T04:19:02.670188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 541dbb20-5ae2-4807-b0a5-2167489a84c0 · outbound

This paper cites an unresolved cited work.

Entropy Adaptive Decoding: Dynamic Model Switching for Efficient Inference Unresolved cited work

Reference 2

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T04:19:02.635216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 39b18e85-10c9-4428-ad10-ca8cc21117b5 · outbound

This paper cites The Curious Case of Neural Text Degeneration.

Entropy Adaptive Decoding: Dynamic Model Switching for Efficient Inference The Curious Case of Neural Text Degeneration

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T04:19:01.832617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5254a9a4-2f6e-4c83-9fcd-b9a6d4b76344 · outbound

This paper cites Locally Typical Sampling.

Entropy Adaptive Decoding: Dynamic Model Switching for Efficient Inference Locally Typical Sampling

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T04:19:01.846954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a7fafbb-c119-46bc-b4bf-8bac0b11bd28 · outbound

This paper cites Fast Inference from Transformers via Speculative Decoding.

Entropy Adaptive Decoding: Dynamic Model Switching for Efficient Inference Fast Inference from Transformers via Speculative Decoding

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T04:19:01.853533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e3d6acf-d302-479d-9c7c-2bb7e669ebcd · outbound

This paper cites Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads.

Entropy Adaptive Decoding: Dynamic Model Switching for Efficient Inference Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T04:19:02.009318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fea8927-b7bf-492d-948c-66798cc18129 · outbound

This paper cites EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism.

Entropy Adaptive Decoding: Dynamic Model Switching for Efficient Inference EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T04:19:02.018031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e63b2f47-6674-4c55-bb81-06b13d5c6fd1 · outbound

This paper cites MoDEM: Mixture of Domain Expert Models.

Entropy Adaptive Decoding: Dynamic Model Switching for Efficient Inference MoDEM: Mixture of Domain Expert Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T04:19:02.026809Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e1f5b4d-e497-4251-beb6-03e2fd4926b6 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

Entropy Adaptive Decoding: Dynamic Model Switching for Efficient Inference Measuring Mathematical Problem Solving With the MATH Dataset

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T04:19:02.034693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation e6a74df3-3921-4ea8-801a-87ff79af29d5 · inbound

Entropy-informed Decoding: Adaptive Information-Driven Branching cites this paper.

Entropy-informed Decoding: Adaptive Information-Driven Branching Entropy Adaptive Decoding: Dynamic Model Switching for Efficient Inference

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-12T02:51:17.864520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.