Paper Citation Record · LEDGER

PEARL: Parallel Speculative Decoding with Adaptive Draft Length

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 17 inbound Pith citation observations for arXiv:2408.11850.

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

pith.paper-citation-record.v1
2408.11850 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 17 of 17 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 17 of 17 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T20:43:27.999754Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T10:27:57.130543Z

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 fed1400d-ee3d-4922-9a7b-9836d09322d5 · inbound

Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment cites this paper.

Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment PEARL: Parallel Speculative Decoding with Adaptive Draft Length

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-09T20:43:27.999754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9016f6d0-4560-4608-86a5-6363cf3d6be7 · inbound

POSS: Position Specialist Generates Better Draft for Speculative Decoding cites this paper.

POSS: Position Specialist Generates Better Draft for Speculative Decoding PEARL: Parallel Speculative Decoding with Adaptive Draft Length

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:04:15.649667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aba133ed-5e6f-4096-8cca-2d6579c81847 · inbound

Advancing Decoding Strategies: Enhancements in Locally Typical Sampling for LLMs cites this paper.

Advancing Decoding Strategies: Enhancements in Locally Typical Sampling for LLMs PEARL: Parallel Speculative Decoding with Adaptive Draft Length

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T11:16:27.051153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c5ef95b-fca0-489f-ba9f-d01467c1509d · inbound

SwiftSpec: Ultra-Low Latency LLM Decoding by Scaling Asynchronous Speculative Decoding cites this paper.

SwiftSpec: Ultra-Low Latency LLM Decoding by Scaling Asynchronous Speculative Decoding PEARL: Parallel Speculative Decoding with Adaptive Draft Length

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T04:15:44.932462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9232a1be-33ef-4978-88d1-d1bb1c89ed4e · inbound

Utility-Driven Speculative Decoding for Mixture-of-Experts cites this paper.

Utility-Driven Speculative Decoding for Mixture-of-Experts PEARL: Parallel Speculative Decoding with Adaptive Draft Length

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T00:14:54.900212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07ed9f6c-03e0-42aa-9658-475295290d50 · inbound

ECHO: Elastic Speculative Decoding with Sparse Gating for High-Concurrency Scenarios cites this paper.

ECHO: Elastic Speculative Decoding with Sparse Gating for High-Concurrency Scenarios PEARL: Parallel Speculative Decoding with Adaptive Draft Length

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-15T14:10:03.147969Z

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.

Observation 9b4ff383-1f6b-4983-b2e5-c702a124dd18 · inbound

When Hidden States Drift: Can KV Caches Rescue Long-Range Speculative Decoding? cites this paper.

When Hidden States Drift: Can KV Caches Rescue Long-Range Speculative Decoding? PEARL: Parallel Speculative Decoding with Adaptive Draft Length

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T09:21:26.636162Z

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.

Observation ebe4f409-83f3-4f04-9782-83af596ff05f · inbound

When Hidden States Drift: Can KV Caches Rescue Long-Range Speculative Decoding? cites this paper.

When Hidden States Drift: Can KV Caches Rescue Long-Range Speculative Decoding? PEARL: Parallel Speculative Decoding with Adaptive Draft Length

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T08:36:23.947772Z

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.

Observation e32192b4-5195-49dd-be4d-68af41c5ce99 · inbound

SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting cites this paper.

SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting PEARL: Parallel Speculative Decoding with Adaptive Draft Length

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:30:57.223813Z

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.

Observation 810e8905-cf00-4fdf-8558-2a918744105f · inbound

SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting cites this paper.

SpecBlock: Block-Iterative Speculative Decoding with Dynamic Tree Drafting PEARL: Parallel Speculative Decoding with Adaptive Draft Length

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-22T10:51:26.103946Z

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.

Observation b1cc9dbf-d093-449f-86da-9fecb5d035e4 · inbound

31.1 A 14.08-to-135.69Token/s ReRAM-on-Logic Stacked Outlier-Free Large-Language-Model Accelerator with Block-Clustered Weight-Compression and Adaptive Parallel-Speculative-Decoding cites this paper.

31.1 A 14.08-to-135.69Token/s ReRAM-on-Logic Stacked Outlier-Free Large-Language-Model Accelerator with Block-Clustered Weight-Compression and Adaptive Parallel-Speculative-Decoding PEARL: Parallel Speculative Decoding with Adaptive Draft Length

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:06:35.778873Z

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.

Observation e5dd6870-10ea-425c-a9b9-17ec3642643c · inbound

Performance-Driven Policy Optimization for Speculative Decoding with Adaptive Windowing cites this paper.

Performance-Driven Policy Optimization for Speculative Decoding with Adaptive Windowing PEARL: Parallel Speculative Decoding with Adaptive Draft Length

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-19T16:42:39.791368Z

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.

Observation 4032e23f-31e3-46e2-b6f6-e2f18884b410 · inbound

Bastion: Budget-Aware Speculative Decoding with Tree-structured Block Diffusion Drafting cites this paper.

Bastion: Budget-Aware Speculative Decoding with Tree-structured Block Diffusion Drafting PEARL: Parallel Speculative Decoding with Adaptive Draft Length

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:53:15.811832Z

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.

Observation db18b843-e36d-4727-a862-38d47e43a63f · inbound

From 2D Grids to 1D Tokens: Reforming Shared Representations for Multimodal Image Fusion cites this paper.

From 2D Grids to 1D Tokens: Reforming Shared Representations for Multimodal Image Fusion PEARL: Parallel Speculative Decoding with Adaptive Draft Length

Reference 71

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T10:27:57.132106Z

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.

Observation 8a7ff9bd-d12d-4947-9c2f-ec5b3738cc08 · inbound

AdaptiveSD A Stability-Aware, Runtime-Adaptive Speculative Decoding Framework with Multi-Policy Orchestration for CPU-Constrained LLM Inference cites this paper.

AdaptiveSD A Stability-Aware, Runtime-Adaptive Speculative Decoding Framework with Multi-Policy Orchestration for CPU-Constrained LLM Inference PEARL: Parallel Speculative Decoding with Adaptive Draft Length

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-11T23:19:24.722999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5b833aa-8d8f-48fd-93ce-dad896ab9cc8 · inbound

Unlocking Parallelism in Autoregressive Language Models via Speculative Decoding with Progressive Tree Drafting cites this paper.

Unlocking Parallelism in Autoregressive Language Models via Speculative Decoding with Progressive Tree Drafting PEARL: Parallel Speculative Decoding with Adaptive Draft Length

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-14T10:09:31.872801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f91947f-9f3b-4704-a4f2-5c78a3cfc602 · inbound

AsymSpec: Efficient Cloud-Edge Speculative Decoding over Asymmetric Networks cites this paper.

AsymSpec: Efficient Cloud-Edge Speculative Decoding over Asymmetric Networks PEARL: Parallel Speculative Decoding with Adaptive Draft Length

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T12:36:19.142900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.