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Paper Citation Record · LEDGER

A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2407.04069.

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

pith.paper-citation-record.v1
2407.04069 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 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 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T06:00:16.519703Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T23:06:19.949816Z

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 67aa1f7b-6ad2-4d05-81d8-0bebbd80e45a · inbound

Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey cites this paper.

Evolutionary Perspectives on the Evaluation of LLM-Based AI Agents: A Comprehensive Survey A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:16.519703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:16.519703Z digest=sha256:ac01dbbd6594794c50dacaad336f860b289f84c11a06eee6853d0ae8b29c6968

Observation 0fcda03a-19f2-41ee-9e2d-6c246a546547 · inbound

CAMB: A comprehensive industrial LLM benchmark on civil aviation maintenance cites this paper.

CAMB: A comprehensive industrial LLM benchmark on civil aviation maintenance A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:07.727259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:07.727259Z digest=sha256:cd149e4b4630b525932cbcea7ee1735aa51a649f5979e9d33eb7f86bc033de03

Observation 8b138640-f720-43fd-b12d-8ff31436c144 · inbound

A Reproducibility Study of Metacognitive Retrieval-Augmented Generation cites this paper.

A Reproducibility Study of Metacognitive Retrieval-Augmented Generation A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:36:09.201345Z

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.

source=pdf_text observed=2026-05-10T01:21:03.395708Z digest=sha256:e6aa00e467e501ab52f9af3c66e495507483f5879b5e14d71e79aa4d0fce8331

Observation 38ae982d-9aa3-4af4-afb8-cb00a0fe1bf2 · inbound

Unsteady Metrics and Benchmarking Cultures of AI Model Builders cites this paper.

Unsteady Metrics and Benchmarking Cultures of AI Model Builders A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:55:03.323917Z

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.

source=pdf_text observed=2026-05-15T04:54:26.888562Z digest=sha256:a61440eddeb0f5a62a0b448918070200eb930741c4d2279811f84edb94546f0a

Observation 7c4d314b-cdf5-40b4-809a-b207d9049004 · inbound

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems cites this paper.

POIROT: Interrogating Agents for Failure Detection in Multi-Agent Systems A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-07-01T23:06:19.951903Z

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.

source=pdf_text observed=2026-06-28T14:44:21.487169Z digest=sha256:0c89af7c52902a24f22a4f0b7d4d1ad24c8f33cd8cc91d0d6e5d799e7b4539fa

Observation 715af1fa-b27e-4f37-bf21-fa8b458e88d9 · inbound

Wrong and More Confident: A Field Experiment on Large Language Models Taking a Graduate Economics Exam cites this paper.

Wrong and More Confident: A Field Experiment on Large Language Models Taking a Graduate Economics Exam A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations

Reference 45

Resolution
unresolved
no resolver link, observed 2026-07-30T22:40:44.528916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-30T22:40:44.528916Z digest=sha256:7a01f87df42d4de696d6a305b836086a54c6d590aae922b8642cceabe080ef25

Observation 408e0125-e57d-4fe5-9b1e-ec210be08345 · inbound

Wrong and More Confident: A Field Experiment on Large Language Models Taking a Graduate Economics Exam cites this paper.

Wrong and More Confident: A Field Experiment on Large Language Models Taking a Graduate Economics Exam A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations

Reference 45

Resolution
unresolved
no resolver link, observed 2026-07-31T23:42:24.461727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T23:42:24.461727Z digest=sha256:9c11c26b9f81893c69d2d1d94705fb92ed97b6a070b3f115c123eaff008ba22e

Observation 8e922e85-cd6f-4873-b52d-406981569fe1 · inbound

Wrong and More Confident: A Field Experiment on Large Language Models Taking a Graduate Economics Exam cites this paper.

Wrong and More Confident: A Field Experiment on Large Language Models Taking a Graduate Economics Exam A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-03T01:52:36.422818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T01:52:36.422818Z digest=sha256:ca3ebc865260760485448b2b052e0dca995c06dbd640bb764eff41f92d265bc8