Paper Citation Record · LEDGER

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation

As of 12 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 0 inbound Pith citation observations for arXiv:2411.13212.

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

pith.paper-citation-record.v1
2411.13212 v3

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T16:45:16.249314Z

measured 23 of 23 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

23 of 23 outbound references displayed

verified exact0
verified fuzzy0
unresolved21
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 719a5616-f964-4136-bae7-31952d4b207c · outbound

This paper cites an unresolved cited work.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T16:45:16.172964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23c5bd0d-aa97-4efe-8f17-2fa2e8b26ebb · outbound

This paper cites an unresolved cited work.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T16:45:16.181554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11a01bd5-e960-49ab-af5e-b27b3506cbf1 · outbound

This paper cites an unresolved cited work.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T16:45:16.188659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba6f85e9-2379-493d-be2a-9cf6a11b8fc5 · outbound

This paper cites an unresolved cited work.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:45:16.954953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a319de42-8823-401c-ae81-93c3e7d9b326 · outbound

This paper cites an unresolved cited work.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T16:45:16.195698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2877a261-d1ea-46e7-baae-f3e2868fecbd · outbound

This paper cites an unresolved cited work.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T16:45:16.199067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86fd2ccb-ce24-4e1e-8005-5574ed2bc5c5 · outbound

This paper cites an unresolved cited work.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation Unresolved cited work

Reference 8

Resolution: malformed identifier; doi_truncated, observed 2026-08-12T16:45:16.286367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 47810618-584b-478e-b3ab-0dc86d1b7c13 · outbound

This paper cites an unresolved cited work.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-12T16:45:16.945776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 63177dff-b5d9-4d3e-957b-3c3e97414cb9 · outbound

This paper cites an unresolved cited work.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T16:45:16.208443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cb2ca0e-e5b9-4f25-8638-1a7657acc8a2 · outbound

This paper cites Losada, and Álvaro Barreiro.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation Losada, and Álvaro Barreiro

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T16:45:16.211432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f406067-1086-452a-9b58-e535f94cef88 · outbound

This paper cites Rahmani, Nick Craswell, Emine Yilmaz, Bhaskar Mitra, and Daniel Campos.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation Rahmani, Nick Craswell, Emine Yilmaz, Bhaskar Mitra, and Daniel Campos

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T16:45:16.214392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b0a63bc-0732-433b-b94f-57f2d74f53fb · outbound

This paper cites SynDL: A Large-Scale Synthetic Test Collection for Passage Retrieval.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation SynDL: A Large-Scale Synthetic Test Collection for Passage Retrieval

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T16:45:16.217587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a75077f7-f433-44f9-95b8-7acf7330784d · outbound

This paper cites an unresolved cited work.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T16:45:16.220944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d70b950-2328-4124-8d5b-f7841ce428da · outbound

This paper cites an unresolved cited work.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T16:45:16.224025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d0f5d2f-ac9c-4096-81c6-035bc5fa079b · outbound

This paper cites LLMs Can Patch Up Missing Relevance Judgments in Evaluation.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation LLMs Can Patch Up Missing Relevance Judgments in Evaluation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T16:45:16.227040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9a39eb1-883e-4ef9-8e2f-d267468b9c6c · outbound

This paper cites A Large-Scale Study of Relevance Assessments with Large Language Models: An Initial Look.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation A Large-Scale Study of Relevance Assessments with Large Language Models: An Initial Look

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T16:45:16.230608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a28b4541-130e-4fb8-aad0-e16e78c42fa9 · outbound

This paper cites UMBRELA: UMbrela is the (Open-Source Reproduction of the) Bing RELevance Assessor.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation UMBRELA: UMbrela is the (Open-Source Reproduction of the) Bing RELevance Assessor

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T16:45:16.233934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3173b6b2-a376-491c-b094-64c0585e645a · outbound

This paper cites an unresolved cited work.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T16:45:16.237208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb359f50-d6b9-4044-a36c-19f311244491 · outbound

This paper cites Voorhees.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation Voorhees

Reference 20

Resolution: malformed identifier; doi_truncated, observed 2026-08-12T16:45:16.276630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 03e2af04-5850-4189-8f0e-3026fdc512b7 · outbound

This paper cites an unresolved cited work.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T16:45:16.243268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 239b7110-afd6-451b-a258-12c7eaa8d807 · outbound

This paper cites an unresolved cited work.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T16:45:16.246309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 183aa483-9e76-4d1a-9cda-f107feacfb56 · outbound

This paper cites Aslam, and Stephen Robertson.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation Aslam, and Stephen Robertson

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T16:45:16.249314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33d3d959-0248-4a3c-9cd5-4354eb5fa3d6 · outbound

This paper cites Can We Use Large Language Models to Fill Relevance Judgment Holes?.

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation Can We Use Large Language Models to Fill Relevance Judgment Holes?

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-12T16:45:16.177722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.