Paper Citation Record · LEDGER

Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2407.08223.

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

pith.paper-citation-record.v1
2407.08223 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T08:13:29.106066Z

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

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

7
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0302b667-7b23-4f9b-bbf8-7aabaaf458af · inbound

A Survey on LLM-as-a-Judge cites this paper.

A Survey on LLM-as-a-Judge Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting

Reference 170

Resolution: verified exact; arxiv_id, observed 2026-05-23T17:35:44.122260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 86819998-31f4-4d6b-b5d5-920aec113e05 · inbound

Supervising the search process produces reliable and generalizable information-seeking agents cites this paper.

Supervising the search process produces reliable and generalizable information-seeking agents Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting

Reference 80

Resolution: verified exact; arxiv_id, observed 2026-05-23T02:22:25.492113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b1129a31-03c0-475f-b525-32104adb589f · inbound

Benchmarking and Learning Real-World Customer Service Dialogue cites this paper.

Benchmarking and Learning Real-World Customer Service Dialogue Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T08:13:29.106066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b107160-900f-4566-90d5-dbe00a936bcd · inbound

LLM-Oriented Information Retrieval: A Denoising-First Perspective cites this paper.

LLM-Oriented Information Retrieval: A Denoising-First Perspective Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting

Reference 193

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:01:20.190800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5d33c01b-0fc9-4c69-b5d2-fe84a3798290 · inbound

LLM-Oriented Information Retrieval: A Denoising-First Perspective cites this paper.

LLM-Oriented Information Retrieval: A Denoising-First Perspective Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting

Reference 200

Resolution: verified exact; arxiv_id, observed 2026-05-21T00:19:16.599329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation abdafd41-82ac-4e00-8f73-d15b035799f3 · inbound

Semantic Reranking at Inference Time for Hard Examples in Rhetorical Role Labeling cites this paper.

Semantic Reranking at Inference Time for Hard Examples in Rhetorical Role Labeling Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting

Reference 47

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T11:28:14.308187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation dc747cd2-82df-4b77-9ce5-b4ff9f7b403f · inbound

SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents cites this paper.

SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-22T06:51:11.366577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e97bf2fc-ea38-4ae2-8ec1-3047de3bf029 · inbound

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces cites this paper.

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting

Reference 160

Resolution: verified exact; arxiv_id, observed 2026-06-27T22:31:21.589113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f27ba36b-5f65-4863-bc80-63597aec74ae · inbound

FLOWREADER: Min-Cost Flow Optimization for Multi-Modal Long Document Q&A cites this paper.

FLOWREADER: Min-Cost Flow Optimization for Multi-Modal Long Document Q&A Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-07-02T20:17:21.476414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 84ca9f4b-d10d-4d63-98ec-c2b4469b16cc · inbound

VArify: A Visual Analytics System for Verifying Knowledge Enhanced Large Language Model Responses in Food Science cites this paper.

VArify: A Visual Analytics System for Verifying Knowledge Enhanced Large Language Model Responses in Food Science Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-06-27T15:00:59.937986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c8b477eb-dda3-46ff-9f5b-a0d4980da392 · inbound

MODE-RAG: Manifold Outlier Diagnosis and Energy-based Retrieval-Augmented Generation Evaluation cites this paper.

MODE-RAG: Manifold Outlier Diagnosis and Energy-based Retrieval-Augmented Generation Evaluation Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-07-03T20:08:56.357879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.