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Paper Citation Record · LEDGER

REST: Retrieval-Based Speculative Decoding

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2311.08252.

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

pith.paper-citation-record.v1
2311.08252 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 10 of 10 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:57:56.010851Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T16:59:58.330522Z

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 f04fc8b2-e640-4c9f-b873-209d4ffadbc8 · inbound

EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty cites this paper.

EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty REST: Retrieval-Based Speculative Decoding

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:15:49.400151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-05-15T00:15:49.303458Z digest=sha256:d1a6cea0f7653863171d6f5a915cd836a71d5b15e4b349c8aa0e9561466da45e

Observation 966273ca-e843-4302-a499-a34b5f782b2d · inbound

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

Retrieval-Augmented Generation for AI-Generated Content: A Survey REST: Retrieval-Based Speculative Decoding

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-15T13:32:17.311383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-15T13:32:17.177021Z digest=sha256:145bd2a7115c30ec1c5e1a8c36c3036e65ad6b0ee1a5f5cda5a8a36e6337ec11

Observation db20732b-e24f-4a85-9fd8-e04e5c10384b · inbound

A Survey on Efficient Inference for Large Language Models cites this paper.

A Survey on Efficient Inference for Large Language Models REST: Retrieval-Based Speculative Decoding

Reference 242

Resolution
verified exact
arxiv_id, observed 2026-05-15T02:39:33.360400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-05-15T02:39:33.007894Z digest=sha256:dd7247c35df8789dda52e06e758b81507f6fcb8e424cbc0257ee38f982f9caa8

Observation 71fd460d-df3f-4a4d-91e7-f57d9d0207dd · inbound

PLD+: Accelerating LLM inference by leveraging Language Model Artifacts cites this paper.

PLD+: Accelerating LLM inference by leveraging Language Model Artifacts REST: Retrieval-Based Speculative Decoding

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-12T04:26:59.573324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T04:26:59.573324Z digest=sha256:d924f2d2342f2e81b62ad8a2da44783cf1afa072a83c63f578e260299f7ae985

Observation 8294b9c4-0386-42d3-bf90-a250a678b6ab · inbound

Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding cites this paper.

Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding REST: Retrieval-Based Speculative Decoding

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-08T11:11:44.585657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:11:44.585657Z digest=sha256:cce753b6cdbe935080b10af42bee761c8235df764ddce1d6c0ef5aee04286b41

Observation 9af78205-7787-4add-bf1c-a284462b314d · inbound

Automatic Task Detection and Heterogeneous LLM Speculative Decoding cites this paper.

Automatic Task Detection and Heterogeneous LLM Speculative Decoding REST: Retrieval-Based Speculative Decoding

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-15T21:57:56.010851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:57:56.010851Z digest=sha256:e106d58fc34c8b23be87a7c03183327c862ae71b21552f54cb3d543c2543e318

Observation 5ad9126c-f5e6-4e5f-b216-c80a0ccae718 · inbound

Mamba Drafters for Speculative Decoding cites this paper.

Mamba Drafters for Speculative Decoding REST: Retrieval-Based Speculative Decoding

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T11:55:12.534688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T11:55:12.534688Z digest=sha256:ed38937a920024af3242938a61518b80c538028860f5a3107052f876d6525ff3

Observation d5b6532d-6532-4610-bd1f-2b4119195c19 · inbound

S$^4$C: Speculative Sampling with Syntactic and Semantic Coherence for Efficient Inference of Large Language Models cites this paper.

S$^4$C: Speculative Sampling with Syntactic and Semantic Coherence for Efficient Inference of Large Language Models REST: Retrieval-Based Speculative Decoding

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T00:22:44.600490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:22:44.600490Z digest=sha256:be91b16ac47162f8e9546869888f177375567ab7f62564a03b9f0169fda717cd

Observation 5e20238b-9b0b-42c4-8bce-8839afcbe137 · inbound

Speculative Decoding at Temperature Zero: A Scoped Safety-Invariance Screen with a 48,072-Sample Expansion cites this paper.

Speculative Decoding at Temperature Zero: A Scoped Safety-Invariance Screen with a 48,072-Sample Expansion REST: Retrieval-Based Speculative Decoding

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-07-04T16:59:58.332651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-06-26T00:05:06.647295Z digest=sha256:e25d1c6f873646a62814c4800fe804e91ce81501885408a48c7edcfc3d345cc5

Observation ab683412-7643-46b6-90df-96654f78e8b8 · inbound

Revisiting Lossy Verification in Speculative Decoding: Mechanisms, Trade-offs, and Failure Modes cites this paper.

Revisiting Lossy Verification in Speculative Decoding: Mechanisms, Trade-offs, and Failure Modes REST: Retrieval-Based Speculative Decoding

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-01T12:06:58.548951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T12:06:58.548951Z digest=sha256:8a2d41609b09fd23d0968342f9a4fc1bc662f3e96798d2eaedd02ce60cde470c