Paper Citation Record · LEDGER

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification

As of 16 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2505.13204.

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

pith.paper-citation-record.v1
2505.13204 v2

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:22:04.567227Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

49 of 49 outbound references displayed

verified exact0
verified fuzzy2
unresolved47
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c5fe9aca-e18a-4322-aecf-13d874e4c60d · outbound

This paper cites online" 'onlinestring :=.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.333431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fe24016-0e5c-4d45-9a5a-12bb8f925dd2 · outbound

This paper cites write newline.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.339279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 800e73eb-f556-4c92-bf83-bbdaee51dba7 · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:22:05.213834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5313074f-566e-4887-8b53-4ac77057c962 · outbound

This paper cites Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.350605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63bd8067-a37d-4ab6-b2e2-13e91c6f5a5b · outbound

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

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.355665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d16e1e2c-6b1b-4bbc-85c9-4cb683d347be · outbound

This paper cites LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.360099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e45088b0-6da6-457c-b2d4-350490a9da2a · outbound

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

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Lee, Deming Chen, and Tri Dao

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:22:05.197247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d18fbe59-612c-42c0-9375-b5c79cd8c4bb · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:22:05.182049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 04eb5ff1-61ae-43ad-850d-fbf7b2acdb9a · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.372707Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d354a4d-170f-4495-88e7-f25e26edf314 · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:22:05.156299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 80d6a741-bf1c-4921-8088-0e1f250e7f39 · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.380414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eca7b84-2875-4b56-8a1f-453d4c2780ba · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.385243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82e1b46a-4ae0-44f7-b66d-69c848cd64e9 · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.389954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5af91c19-2df3-43ee-b6a6-46a726467905 · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:22:05.129701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 126ba98a-c4a9-4452-819c-1fce10cf12d1 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.399028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0fab843-8533-441f-8719-41abcc2c93e9 · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.404030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d4c5407-b387-4518-9b3b-5c1f6b1788cd · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.408880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3849f47c-0626-4d99-915c-676b7872d8db · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.415010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 119f8177-0b1c-4cc0-869d-5524e5255027 · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.419912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 402ad735-96af-4d01-bd92-776a4aac9fba · outbound

This paper cites Efficient Attentions for Long Document Summarization.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Efficient Attentions for Long Document Summarization

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.424586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd5b8949-5099-45c3-aca6-04179d51030b · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.429300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b09e6d2e-16bf-49cb-9013-a49247014c5d · outbound

This paper cites Mahoney, Amir Gholami, and Kurt Keutzer.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Mahoney, Amir Gholami, and Kurt Keutzer

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:22:05.084534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8fe00fc4-039a-445e-8014-c508e6eefa1d · outbound

This paper cites Toutanova, Llion Jones, Ming-Wei Chang, Andrew Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Toutanova, Llion Jones, Ming-Wei Chang, Andrew Dai, Jakob Uszkoreit, Quoc Le, and Slav Petrov

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.438697Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8aee27ba-e4f6-45d5-9ccd-c4d4a374cb7d · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.442902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac60aedb-72ab-42e5-8d56-662f889f22d9 · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:22:05.051148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d2101462-0969-464b-9d2d-aaceacbce8bb · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.452591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bba1ce5d-1eaa-42a7-9ea3-efe27faf0a21 · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.456997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3edb7e9-3bda-4af5-966c-1916848258ae · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:22:05.026175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8298b340-a07d-4b16-8710-e0bfee2234d4 · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.467271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0163c35-357a-41ff-95e5-937ae1d39adf · outbound

This paper cites SAIL: Search-Augmented Instruction Learning.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification SAIL: Search-Augmented Instruction Learning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.471965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54ade34f-9c20-4d0c-ad9a-638ca8e7f090 · outbound

This paper cites Query Rewriting for Retrieval-Augmented Large Language Models.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Query Rewriting for Retrieval-Augmented Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.477417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d2d49ed-a406-418e-acc9-79d50346241d · outbound

This paper cites Enhancing LLM Intelligence with ARM-RAG: Auxiliary Rationale Memory for Retrieval Augmented Generation.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Enhancing LLM Intelligence with ARM-RAG: Auxiliary Rationale Memory for Retrieval Augmented Generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.482312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4d4141d-d0ce-479f-acb0-e977982160e7 · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:22:04.999131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cfd02328-755f-413a-adfb-6659f8d79e3e · outbound

This paper cites SpecInfer: Accelerating Generative Large Language Model Serving with Tree-based Speculative Inference and Verification.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification SpecInfer: Accelerating Generative Large Language Model Serving with Tree-based Speculative Inference and Verification

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.492221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a73d936f-e4a8-490e-9962-eca5b278f0d0 · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.496781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0b2d889-a15a-4b38-bf71-5ec505d2bac1 · outbound

This paper cites Qwen2.5 Technical Report.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Qwen2.5 Technical Report

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.501433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7afb7be-38ce-4a9d-8a1e-72a677c53778 · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.506773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ef8e1cb-2b26-46e2-8227-f4634919dafe · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.511349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7a14ec5-96b9-4b51-ad6b-3081ba4a91dd · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.515953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2411ccc9-e7f3-40de-b09d-095b6bae39fc · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.520490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abd75852-b0f4-488a-b1df-c3960ae3cf9c · outbound

This paper cites Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.525241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cc62f94-ade7-494d-bb41-aff4edbaa2d7 · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.529665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7930515-723b-479d-8eed-f12367c89706 · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:22:04.945184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f74c2b33-1251-4c1a-8059-b8df69f37102 · outbound

This paper cites Corrective Retrieval Augmented Generation.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Corrective Retrieval Augmented Generation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.540619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9ff1527-3fd7-4aac-90f8-97d206a263d5 · outbound

This paper cites Inference with Reference: Lossless Acceleration of Large Language Models.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Inference with Reference: Lossless Acceleration of Large Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.546362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b12e38f-0936-48d2-a6c8-8925a17c0f68 · outbound

This paper cites an unresolved cited work.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.552546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e479dc1a-ffbc-4ec2-8625-04eaccc85381 · outbound

This paper cites Making Retrieval-Augmented Language Models Robust to Irrelevant Context.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Making Retrieval-Augmented Language Models Robust to Irrelevant Context

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.557767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5369098-3260-40c2-9fb9-11f34361bcef · outbound

This paper cites Retrieval-Augmented Generation for AI-Generated Content: A Survey.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Retrieval-Augmented Generation for AI-Generated Content: A Survey

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.562972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47ff75de-9fb1-43d5-9e25-50b424cf3f95 · outbound

This paper cites Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models.

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T20:22:04.567227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.