Paper Citation Record · LEDGER

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive?

As of 7 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2507.13490.

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

pith.paper-citation-record.v1
2507.13490 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:28:29.106897Z

measured 30 of 30 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 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

30 of 30 outbound references displayed

verified exact1
verified fuzzy4
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7231d05b-10ed-483d-b9aa-45ca6e96348b · outbound

This paper cites online" 'onlinestring :=.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:25.778357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd1cd218-f5bc-4ea2-8f13-ba2fa5e266fe · outbound

This paper cites write newline.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:25.835327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7aec7cd1-188d-4e90-9c47-6e158c603671 · outbound

This paper cites an unresolved cited work.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:31.279707Z

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 edc8d8d6-36bf-403b-bf60-3f9ac1e28975 · outbound

This paper cites ElNokrashy, Mai AlKhamissi, and Mona Diab.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? ElNokrashy, Mai AlKhamissi, and Mona Diab

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:28:31.009887Z

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 f7a8a299-b9dc-4a2a-b21f-26480b3b4b6b · outbound

This paper cites The Falcon Series of Open Language Models.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? The Falcon Series of Open Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:26.115377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82d99772-9cc7-4c4e-b8c2-18568be80333 · outbound

This paper cites Alzahrani, Hisham Abdullah Alyahya, Sultan Yazeed Alnumay, Shaykhah Alsubaie, Yusef Almushaykeh, Faisal A.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? Alzahrani, Hisham Abdullah Alyahya, Sultan Yazeed Alnumay, Shaykhah Alsubaie, Yusef Almushaykeh, Faisal A

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:28:30.774434Z

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 485c5c2c-e6fc-4e8c-bf62-24a586c1c4c2 · outbound

This paper cites an unresolved cited work.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:30.522854Z

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 cf2d9dad-cd28-4c2a-afb7-ad9af0757640 · outbound

This paper cites Language Models are Few-Shot Learners.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? Language Models are Few-Shot Learners

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:26.421897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c06cf73-d4f5-4bac-8b13-c7fed13892f5 · outbound

This paper cites Assessing Cross-Cultural Alignment between ChatGPT and Human Societies: An Empirical Study.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? Assessing Cross-Cultural Alignment between ChatGPT and Human Societies: An Empirical Study

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:26.599897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6c321a5-fd0a-421c-be5b-b279dfd38fcd · outbound

This paper cites The Llama 3 Herd of Models.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? The Llama 3 Herd of Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:26.723292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7652cb6c-5ac2-4e10-b33f-a6c39eeb1663 · outbound

This paper cites Towards Measuring the Representation of Subjective Global Opinions in Language Models.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? Towards Measuring the Representation of Subjective Global Opinions in Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:26.854247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5024fd1f-820c-4c7c-933b-282733628e05 · outbound

This paper cites an unresolved cited work.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:26.949742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 963a6e74-f204-410e-b535-e87745460ea9 · outbound

This paper cites an unresolved cited work.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-06T16:28:29.415388Z

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 5ce26afb-2c32-43d8-8821-4c169514f398 · outbound

This paper cites an unresolved cited work.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:30.386550Z

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 efb66e40-6d63-467e-a8be-813629e068a8 · outbound

This paper cites an unresolved cited work.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:30.219691Z

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 a9db80ea-348b-47e7-bbb8-59824b3862e7 · outbound

This paper cites Mistral 7B.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? Mistral 7B

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:27.526861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccd585e5-4a4d-4b34-8607-f8fd31ba8f19 · outbound

This paper cites The Ghost in the Machine has an American accent: value conflict in GPT-3.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? The Ghost in the Machine has an American accent: value conflict in GPT-3

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:27.609034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15b1d9d4-c322-406e-8f8b-6a8ed95065d1 · outbound

This paper cites Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:27.742150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95be15f2-f7dd-40f0-a3ff-031e06cdff14 · outbound

This paper cites Who is GPT-3? An Exploration of Personality, Values and Demographics.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? Who is GPT-3? An Exploration of Personality, Values and Demographics

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:27.843210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14374ca8-330a-496b-93e1-03e32e0ccec0 · outbound

This paper cites Crosslingual Generalization through Multitask Finetuning.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? Crosslingual Generalization through Multitask Finetuning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:27.961855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fac10352-a87d-4ab4-ae20-b7ce710b7b18 · outbound

This paper cites Cultural Conditioning or Placebo? On the Effectiveness of Socio-Demographic Prompting.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? Cultural Conditioning or Placebo? On the Effectiveness of Socio-Demographic Prompting

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:28.107544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5f2c54d-4783-41ff-814c-b1f56a357ec7 · outbound

This paper cites an unresolved cited work.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:28:30.085393Z

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 4b2eb73c-066d-4b19-9755-4861247ca15c · outbound

This paper cites an unresolved cited work.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:28.250792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ad7bd1b-1725-4e2d-9ea3-6178423b8185 · outbound

This paper cites Held, and Diyi Yang.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? Held, and Diyi Yang

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:28:29.934000Z

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 079191d5-e633-46f3-8ebf-00d98b2042d3 · outbound

This paper cites Whose Opinions Do Language Models Reflect?.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? Whose Opinions Do Language Models Reflect?

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:28.400353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bc51b45-78c3-4c42-ba00-eeb94c58432d · outbound

This paper cites A Roadmap to Pluralistic Alignment.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? A Roadmap to Pluralistic Alignment

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:28.516057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 878ad462-dedc-49f0-bfcc-c4ba42421c64 · outbound

This paper cites an unresolved cited work.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:28.712405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ae03475-945f-4cb3-8347-562a1d143813 · outbound

This paper cites Look at the Text: Instruction-Tuned Language Models are More Robust Multiple Choice Selectors than You Think.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? Look at the Text: Instruction-Tuned Language Models are More Robust Multiple Choice Selectors than You Think

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:28.845441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b1e89a7-33e9-43e9-8c83-37f31e06f2fa · outbound

This paper cites o ttger, Frauke Kreuter, Dirk Hovy, and Barbara Plank. 2024 b . https://api.semanticscholar.org/CorpusID:267782369.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? o ttger, Frauke Kreuter, Dirk Hovy, and Barbara Plank. 2024 b . https://api.semanticscholar.org/CorpusID:267782369

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:28:29.732287Z

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 5f7d2eb3-b31f-4117-9161-60e1fc8dbb5d · outbound

This paper cites Large Language Models Are Not Robust Multiple Choice Selectors.

Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? Large Language Models Are Not Robust Multiple Choice Selectors

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T16:28:29.106897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.