Paper Citation Record · LEDGER

Speculative Decoding with a Speculative Vocabulary

As of 9 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 3 inbound Pith citation observations for arXiv:2602.13836.

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

pith.paper-citation-record.v1
2602.13836 v2

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T23:27:57.506038Z

measured 46 of 46 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-10T21:49:34.512370Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

43 of 43 outbound references displayed

verified exact1
verified fuzzy0
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 895650db-9bd3-404d-ade7-ff3fd1401145 · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

Speculative Decoding with a Speculative Vocabulary gpt-oss-120b & gpt-oss-20b Model Card

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:54.011913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b51f5ba-dd1c-449f-abb3-1cc7c8d56a7e · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:54.056843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb61643e-1f18-4cda-8283-30caac3324d7 · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:54.152297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6684513-7914-4033-a5de-e5a26026fe79 · outbound

This paper cites Lee, Deming Chen, and Tri Dao.

Speculative Decoding with a Speculative Vocabulary Lee, Deming Chen, and Tri Dao

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:54.262790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1981db26-0f79-4b10-b743-0ba3c74c66bc · outbound

This paper cites Accelerating Large Language Model Decoding with Speculative Sampling.

Speculative Decoding with a Speculative Vocabulary Accelerating Large Language Model Decoding with Speculative Sampling

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:54.378885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1ffa0f5-d274-4428-801d-dc9c3d3b4b68 · outbound

This paper cites Recurrent Drafter for Fast Speculative Decoding in Large Language Models.

Speculative Decoding with a Speculative Vocabulary Recurrent Drafter for Fast Speculative Decoding in Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:54.422557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b39a6166-23f7-475d-93d2-e6f1eabf0c9b · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Speculative Decoding with a Speculative Vocabulary Training Verifiers to Solve Math Word Problems

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:54.527515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b08143e2-837c-41f8-b845-6205a1ae1b89 · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:54.658480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfea56be-c37e-4437-8335-d0dddeb46502 · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:54.763302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f39d0452-b40b-4bb5-8687-b7da03c97288 · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:54.800248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57161158-1341-478e-82db-12272832aaea · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:54.927627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c9bb76d-2c23-4901-9a22-8fb00dcdc743 · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:55.070076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6835bde1-eb37-4f0a-ba9c-9c97ffc1488f · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:55.231165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41479f37-2a96-4d08-95ba-188bd06365ef · outbound

This paper cites Gemma 3 Technical Report.

Speculative Decoding with a Speculative Vocabulary Gemma 3 Technical Report

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:55.321414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 826a31d4-5aeb-4b58-a85c-dab1476b31d4 · outbound

This paper cites Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov.

Speculative Decoding with a Speculative Vocabulary Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:55.456029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f1e63aa-62dc-43c8-a8e9-862ed0ee395f · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:55.576118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa5d228c-0827-4e0d-9d7f-07b31e51d5ac · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:55.660500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d74928c9-e1e1-456d-9cc7-9fc5ad751364 · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:55.716509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91288062-2ff1-4c1d-82a2-b0b4117975c9 · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:55.792226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62679756-8eac-4764-82c2-7e6b165573c7 · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:55.859756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66c7539b-70c5-4a6a-b663-daaaa87d6b06 · outbound

This paper cites EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test.

Speculative Decoding with a Speculative Vocabulary EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:55.933708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ee26cbc-6a08-4b69-ac4b-835df855e87e · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:56.009287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16b68c71-730e-4b0f-8a76-03f4ab7da848 · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:56.062318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79a51bd0-b8f9-4c5a-aa14-136b146913f7 · outbound

This paper cites Liu, and Christopher D.

Speculative Decoding with a Speculative Vocabulary Liu, and Christopher D

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:56.148178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf509507-2e15-4e3c-b64a-660dcea7d373 · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:56.216161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b15a4fe1-6592-4d29-967b-3aba8f07184a · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:56.306544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1e6fac3-7c12-4535-baf8-b3c8a763c35d · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:56.401005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 981e2a7b-2b17-4def-9c3e-33f05218d6c6 · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:56.477069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ebd8dfc-ab06-4c07-ac1b-ff1f7078de10 · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 29

Resolution: verified exact; doi, observed 2026-08-02T23:28:25.310673Z

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 4e20ca68-c9a4-48a1-b6e0-3bd8ab542d69 · outbound

This paper cites Efficient Speculative Decoding for Llama at Scale: Challenges and Solutions.

Speculative Decoding with a Speculative Vocabulary Efficient Speculative Decoding for Llama at Scale: Challenges and Solutions

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:56.589526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22f8ec7a-1c59-48b0-8761-55b6b7867edd · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:56.657910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6db78f04-3b90-47b3-82dd-e5073dc64e60 · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:56.739871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca3a8f81-8662-4bf7-93eb-830885ad125d · outbound

This paper cites Accelerating Production LLMs with Combined Token/Embedding Speculators.

Speculative Decoding with a Speculative Vocabulary Accelerating Production LLMs with Combined Token/Embedding Speculators

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:56.821957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93e0bb74-578a-4c4a-b6b6-a0fd6c9f2143 · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:56.889551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 922fa159-3dc7-447d-adff-d50c10421589 · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:56.954381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 407108d4-76c7-4505-842d-3fa73784d4b9 · outbound

This paper cites Qwen3 Technical Report.

Speculative Decoding with a Speculative Vocabulary Qwen3 Technical Report

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:57.028016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 044a9143-673e-4ce3-aa3a-94de13d431b2 · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:57.113314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1d7211d-6de9-45f3-bb04-5bcb3d27928e · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:57.156267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1319189f-42eb-4d42-bce0-fa993716c877 · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:57.220908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 187a70a4-9c65-4c09-890c-91649071c8c8 · outbound

This paper cites Gonzalez, Clark Barrett, and Ying Sheng.

Speculative Decoding with a Speculative Vocabulary Gonzalez, Clark Barrett, and Ying Sheng

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:57.285637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cedc5cc-a625-45cf-b106-44ee12a585b9 · outbound

This paper cites an unresolved cited work.

Speculative Decoding with a Speculative Vocabulary Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:57.360515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78042a6c-7bc1-4dee-b383-fec23e4ea42f · outbound

This paper cites online" 'onlinestring :=.

Speculative Decoding with a Speculative Vocabulary online" 'onlinestring :=

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:57.436186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b883c8ae-80dd-41fb-a8b3-2583750668cb · outbound

This paper cites write newline.

Speculative Decoding with a Speculative Vocabulary write newline

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T23:27:57.506038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 2ecbdda1-8021-48f8-8bc2-cae83ba80816 · inbound

SlimSpec: Low-Rank Draft LM-Head for Accelerated Speculative Decoding cites this paper.

SlimSpec: Low-Rank Draft LM-Head for Accelerated Speculative Decoding Speculative Decoding with a Speculative Vocabulary

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-07-20T03:19:15.112310Z

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 65952e91-fc45-44a4-a7b6-893d40102de4 · inbound

Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding cites this paper.

Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding Speculative Decoding with a Speculative Vocabulary

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-07-20T03:19:15.112310Z

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 2c2afd1d-f0d7-4bf1-92f4-10e2991ec877 · inbound

Trees from Marginals: Autoregressive drafting with factorized priors cites this paper.

Trees from Marginals: Autoregressive drafting with factorized priors Speculative Decoding with a Speculative Vocabulary

Reference 64

Resolution: metadata mismatch; arxiv_id, observed 2026-07-20T03:19:15.112310Z

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.