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Paper Citation Record · LEDGER

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs

As of 9 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 0 inbound Pith citation observations for arXiv:2608.01458.

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

pith.paper-citation-record.v1
2608.01458 v1

Coverage vector

measured 73 of 73 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:12:27.020712Z

measured 73 of 73 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 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

73 of 73 outbound references displayed

  • verified exact3
  • verified fuzzy29
  • unresolved41
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fb2450c7-c7a7-4f89-911a-045871ef1a2a · outbound

This paper cites Can LLM s Express Personality Across Cultures? Introducing C ultural P ersonas for Evaluating Trait Alignment.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Can LLM s Express Personality Across Cultures? Introducing C ultural P ersonas for Evaluating Trait Alignment

Reference 1

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unresolved
no resolver link, observed 2026-08-06T00:12:22.462020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:22.462020Z digest=sha256:a951a305a41391c9e05d6d60b41ad4e3bf3b94f1876e961003f77be5497c8c82

Observation d38fb6e2-78c1-47e5-a607-6937dc474d1b · outbound

This paper cites Social IQ a: Commonsense Reasoning about Social Interactions.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Social IQ a: Commonsense Reasoning about Social Interactions

Reference 2

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unresolved
no resolver link, observed 2026-08-06T00:12:22.479024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:22.479024Z digest=sha256:f5dd4787e41b50c6a775310444e4aa0f2f32f65d5de09eb0074aef89bbcb6501

Observation 2963429c-ac63-432e-b407-050b70605d12 · outbound

This paper cites SimBench: Benchmarking the Ability of Large Language Models to Simulate Human Behaviors.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs SimBench: Benchmarking the Ability of Large Language Models to Simulate Human Behaviors

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:22.488572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:22.488572Z digest=sha256:8ee4551fee54dec817faf546fef478430e7b47cc2e4e7cbc65218c2777cf4764

Observation ec818131-9cb9-4963-b789-9f536b4dc4f5 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Advances in Neural Information Processing Systems , volume=

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:22.502834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:22.502834Z digest=sha256:b0ee23f545ca78eaade47060a886f733d01fa7932f29adeaa6129f02cb865af4

Observation 13c2fbb3-86ea-4307-a9ac-30848f3aada0 · outbound

This paper cites Findings of the Association for Computational Linguistics: NAACL 2025 , pages=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Findings of the Association for Computational Linguistics: NAACL 2025 , pages=

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:22.518221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:22.518221Z digest=sha256:ba5886eefda5be99be97646c6c37022f482096a38508bf5ce2e17fe2c4f09c35

Observation ca19891c-7267-437a-881e-fc9b1100054f · outbound

This paper cites Skywork-Reward-V2: Scaling Preference Data Curation via Human-AI Synergy.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Skywork-Reward-V2: Scaling Preference Data Curation via Human-AI Synergy

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:22.532817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:22.532817Z digest=sha256:af1c028994c41e478db3eb3c0e954f9c4491253aa7a568b2cac4423038a06618

Observation f95b66fb-aed3-4142-9e0a-128291ba5ae1 · outbound

This paper cites Personalized RewardBench: Evaluating Reward Models with Human Aligned Personalization.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Personalized RewardBench: Evaluating Reward Models with Human Aligned Personalization

Reference 7

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unresolved
no resolver link, observed 2026-08-06T00:12:22.546714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:22.546714Z digest=sha256:0415bb62d2176bfec851359e92d076ec60a880ae273ce513a2f3843af1b18ef2

Observation 2d9cc26f-cba1-4c31-ae4b-de7100801af6 · outbound

This paper cites Journal of research in personality , volume=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Journal of research in personality , volume=

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:31.656623Z

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=arxiv_source observed=2026-08-06T00:12:22.558659Z digest=sha256:ffb2bce5efceb4703b61b449004adf474053e46a8a852780fb276bec596a5fbb

Observation 98a1c0c4-e44f-478b-b0e1-3f77a182f45e · outbound

This paper cites an unresolved cited work.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Unresolved cited work

Reference 9

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unresolved
raw_fallback, observed 2026-08-06T00:12:31.541174Z

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=arxiv_source observed=2026-08-06T00:12:22.572153Z digest=sha256:e2abb6cf1136a5ac0fd759b43bda30019480512d419a1f86076d7139bbe38b92

Observation fff6e4e6-cfd0-424d-b6cf-efc51ac0dfed · outbound

This paper cites The Fourteenth International Conference on Learning Representations , year=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs The Fourteenth International Conference on Learning Representations , year=

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:31.411799Z

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=arxiv_source observed=2026-08-06T00:12:22.586007Z digest=sha256:dbad9443e6c1596a076a6efea5ffd39913217ae578f69e8c9d93c5ae9262ca99

Observation cab4616c-6ed6-4b31-bb79-3beca4dbb81f · outbound

This paper cites Journal of Cross-Cultural Psychology , volume=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Journal of Cross-Cultural Psychology , volume=

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:31.315933Z

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=arxiv_source observed=2026-08-06T00:12:22.707255Z digest=sha256:f2dad61059461f14c6586ca83f4266678212cdaec55439ae6e0642d713a4a691

Observation 56e4f9f8-38cf-4683-8b6c-394b9062fe03 · outbound

This paper cites Annual review of psychology , volume=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Annual review of psychology , volume=

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:31.183753Z

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=arxiv_source observed=2026-08-06T00:12:22.750446Z digest=sha256:a7e54eca98194b2c6f55b83fafa68ad384a7974e8977df896cfc42e9f2f6539c

Observation 1012b812-8601-4ec9-a523-1e533102f11d · outbound

This paper cites Proceedings of the 2018 conference on empirical methods in natural language processing , pages=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Proceedings of the 2018 conference on empirical methods in natural language processing , pages=

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:31.100492Z

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=arxiv_source observed=2026-08-06T00:12:22.818751Z digest=sha256:4485eec2ea77d60a985d61e1f1714e3b0bfc02cd3e403a8d21c30508ce1baa34

Observation 544a366b-6c98-4a94-905f-6baba0adc6af · outbound

This paper cites 2006 , publisher=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs 2006 , publisher=

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:30.965486Z

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=arxiv_source observed=2026-08-06T00:12:22.883504Z digest=sha256:0090041bd11ad4c7be35443b48b14ef08cb4411dd51929fb0397e29379ad9b7e

Observation d9c73fd9-f262-4f16-8c93-7819a7c257d0 · outbound

This paper cites Folk psychology and the philosophy of mind , pages=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Folk psychology and the philosophy of mind , pages=

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:30.849309Z

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=arxiv_source observed=2026-08-06T00:12:22.956512Z digest=sha256:0b88131243916b2e9c90c5df87ead9fc0b9a1b4e8f984f0cb0bd4a0ec898dde6

Observation a179a2a7-8dd7-4914-8aab-a5d0cbc7013c · outbound

This paper cites Proceedings of the National Academy of Sciences , volume=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Proceedings of the National Academy of Sciences , volume=

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:22.999314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:22.999314Z digest=sha256:06d53d76d207b4f5e98821ae97a4f8ba3fddcd5001b39fe71193bf26f41f8921

Observation 5e09aee7-1421-466e-801e-270dc0dcccad · outbound

This paper cites , author=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs , author=

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:23.048440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:23.048440Z digest=sha256:4359be657c05ed8df2cd0bd316776dc8eb0eb4a3276774415f6e814042fbb204

Observation d820509a-6cc2-43c8-9952-03abfaff45ad · outbound

This paper cites Advances in Experimental Social Psychology , year=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Advances in Experimental Social Psychology , year=

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:30.771333Z

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=arxiv_source observed=2026-08-06T00:12:23.103854Z digest=sha256:2f3a46007ecb1c3a9894e5c1b19711b2aad0e02e3398e9cd88be7915d694b9eb

Observation f67df50e-a23f-48d1-8c15-4b56b32b3f0c · outbound

This paper cites Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:30.671635Z

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=arxiv_source observed=2026-08-06T00:12:23.188000Z digest=sha256:aa335db1bc4148f2373b05791d98875d7def605d4dc85de5eb008e277d0154fb

Observation 0285d08b-15d9-45a4-89f4-6752f332ae5e · outbound

This paper cites arXiv preprint arXiv:2601.14172 , year=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs arXiv preprint arXiv:2601.14172 , year=

Reference 20

Resolution
verified exact
raw_fallback, observed 2026-08-06T00:12:28.206077Z

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=arxiv_source observed=2026-08-06T00:12:23.289577Z digest=sha256:14fb23f7ecb901e2b6d16ca43b2c49d28205cee099dd72dafbcddfd1a31c0bde

Observation b63d917c-5dd1-4928-8d48-6bfd0d865e4b · outbound

This paper cites Daedalus , volume=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Daedalus , volume=

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:30.582581Z

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=arxiv_source observed=2026-08-06T00:12:23.335732Z digest=sha256:1ec60d4d1e779dec37c8a0de59a6a622e8fc884a15fd667bca343ca5866af225

Observation 23d59490-ab3f-4a63-962f-204758d373c4 · outbound

This paper cites Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 22

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no resolver link, observed 2026-08-06T00:12:23.395112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:23.395112Z digest=sha256:7988a3abb4f54312345daa604fda2239a5df3db3d071711b867e1cca3829ee3a

Observation cb245eb0-a4d9-4dbd-b10e-6ac779e1c419 · outbound

This paper cites arXiv preprint arXiv:2511.11790 , year=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs arXiv preprint arXiv:2511.11790 , year=

Reference 23

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no resolver link, observed 2026-08-06T00:12:23.455748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:23.455748Z digest=sha256:f0dd0fcb9c0c7c26458758b99e4e9a20376bb3fbeb881bc93d648cf7b46326de

Observation 9cb11efe-e307-4e76-b8a3-10de59b78523 · outbound

This paper cites 2001 , publisher=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs 2001 , publisher=

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:30.473606Z

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=arxiv_source observed=2026-08-06T00:12:23.564826Z digest=sha256:4385033b17b8ebb2f955e679bc5a99e7b4803d12e222eda278e9c1970bebfc90

Observation a58c4142-91e6-4f49-b2ca-e4dcc6683fa2 · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:23.650885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:23.650885Z digest=sha256:e5a4e8130f67a4088e557aaaea5331cd69e6f92f28e58b723925df5c027abb9d

Observation 307c5624-347d-41ce-8b2a-6ed0c4080635 · outbound

This paper cites Advances in Neural Information Processing Systems , editor=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Advances in Neural Information Processing Systems , editor=

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:23.667507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:23.667507Z digest=sha256:1af313b5c592df428c5730caef1cc879f2a66427afcc882c9df2a0007171bde7

Observation bbea3e07-b01b-464f-911c-e3dc1c2a3b11 · outbound

This paper cites 2022 , url=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs 2022 , url=

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:23.733113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:23.733113Z digest=sha256:9726d9dc7813d44a6613551d5a0b90d1cfee2f2b8d34be60b04fb72f90022a35

Observation 1748de57-6968-4436-b994-996f5e4fb6eb · outbound

This paper cites Show Your Work: Scratchpads for Intermediate Computation with Language Models.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Show Your Work: Scratchpads for Intermediate Computation with Language Models

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:23.817446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:23.817446Z digest=sha256:c33766a695bd1a8b51e68e29b650d2e08bcc979f5da870a1df59a9b90adbf9f6

Observation 6205b744-166d-4938-9874-032d12c45f3c · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:23.901130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:23.901130Z digest=sha256:a95ec99a4d83a56ac279b3e94c9500618deee8587445b8c5c0324a6ee08b05cf

Observation 4e4b1b55-dcfa-4be7-98d6-4d85ed1725e9 · outbound

This paper cites 2024 , month = sep, howpublished =.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs 2024 , month = sep, howpublished =

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:30.307616Z

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=arxiv_source observed=2026-08-06T00:12:23.960635Z digest=sha256:955e17ecf4a46202195ec6f331dafa60f95512146dcf4cbf309f5b54f49a02f1

Observation bdba6d49-d0c9-4fad-a281-90d2fe8efd8d · outbound

This paper cites International Conference on Learning Representations , volume=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs International Conference on Learning Representations , volume=

Reference 31

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unresolved
no resolver link, observed 2026-08-06T00:12:23.983921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:23.983921Z digest=sha256:d8f8aeb870e4af8f9d8583f2ab9cf5eb56df97e6844995644623b0ed17269c53

Observation 7a5a8e26-5c5a-442c-af83-901e15593d92 · outbound

This paper cites Advances in neural information processing systems , volume=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Advances in neural information processing systems , volume=

Reference 32

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unresolved
no resolver link, observed 2026-08-06T00:12:24.031864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:24.031864Z digest=sha256:6d9889c7ee411d93a40e2d0f682729f7b0ac62f2811f75b7df79a77f75dfab7a

Observation f00e8179-24e2-4db0-92a7-4a3fbfda97b4 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Advances in Neural Information Processing Systems , volume=

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:24.137197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:24.137197Z digest=sha256:78c7e17d5f503cee0aa5459103500c609edd4d20ddcec59e396733f723a6057b

Observation cdf8699f-152e-4ced-8467-5ecb9f90e1fd · outbound

This paper cites Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:30.191799Z

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=arxiv_source observed=2026-08-06T00:12:24.251172Z digest=sha256:7a3e019394612655cdf3b94886f65d04527ed33c9322d245a678617ab0bb47a1

Observation ecdad5b1-e4fd-43ac-98b9-44c213e7be2a · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, Suzhou, China.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, Suzhou, China

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:30.091993Z

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=arxiv_source observed=2026-08-06T00:12:24.295805Z digest=sha256:4c3b115b5107393b73157c75ffe297272da4faeebca415193d9f2aabd740666d

Observation eedc7722-f4de-478e-ae5f-eb1a0f557709 · outbound

This paper cites Nature Computational Science , volume=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Nature Computational Science , volume=

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:24.378202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:24.378202Z digest=sha256:74b922e2e55a13d332c08158e634d399551737a8db5dcde821d8f1a4c91788fa

Observation 2a6a5d5e-1bb2-4b5b-b96c-25d4b0f38c44 · outbound

This paper cites Findings of the Association for Computational Linguistics: EMNLP 2023 , pages=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Findings of the Association for Computational Linguistics: EMNLP 2023 , pages=

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:29.946587Z

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=arxiv_source observed=2026-08-06T00:12:24.451964Z digest=sha256:2dd054b34fe51914f7e45bbd71676013e1d1251bdb365351a0ec3dd6c88c891f

Observation a71bb4b1-9f5d-43f4-8927-7807e468a454 · outbound

This paper cites Proceedings of the 57th annual meeting of the association for computational linguistics , pages=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Proceedings of the 57th annual meeting of the association for computational linguistics , pages=

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:29.860319Z

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=arxiv_source observed=2026-08-06T00:12:24.527074Z digest=sha256:f8215bd30044d572f521fe159ac5f21bcc393542f691678d8a9d6f7ad5c8e7f4

Observation 501ffdfd-76b2-4ebf-8443-91d25486ff95 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2025 , pages=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Findings of the Association for Computational Linguistics: ACL 2025 , pages=

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:29.746303Z

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=arxiv_source observed=2026-08-06T00:12:24.566009Z digest=sha256:74b5e593d1e6e8ed3520ff9f463c732f3a03f28e0aff10bc1b9a00900cd011d0

Observation 0922ead2-70a8-45e2-b0d5-f69300b5708d · outbound

This paper cites , author=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs , author=

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:29.626617Z

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=arxiv_source observed=2026-08-06T00:12:24.597590Z digest=sha256:9271ae011d33aacea3c64e07f5de77da219353607fc92674548aa6ea11b421cc

Observation d5eca5e5-527b-4531-a60c-ec1d37603e22 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:29.546550Z

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=arxiv_source observed=2026-08-06T00:12:24.653900Z digest=sha256:6ffad0a680c395820dc94d821dda549f08903caa2f3b1491cccd80779054661c

Observation 97ea9599-e3bf-4bee-a5ef-4b98d07597fc · outbound

This paper cites Sociodemographic Prompting is Not Yet an Effective Approach for Simulating Subjective Judgments with LLM s.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Sociodemographic Prompting is Not Yet an Effective Approach for Simulating Subjective Judgments with LLM s

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:24.740505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:24.740505Z digest=sha256:133683886e242dc5b6edfc83f7a034645dcaac1a7bca9cac6b045e7e1f4aa959

Observation 85fd2062-4249-46a7-86e7-ad42936035de · outbound

This paper cites Goldberg , title =.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Goldberg , title =

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:29.400126Z

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=arxiv_source observed=2026-08-06T00:12:24.809600Z digest=sha256:36d6a1c92a922f1d728eb100d71f208596ef5a27a20fb518df37588869df25f9

Observation 35ad556d-ef96-4314-88a8-b0fad59e0afe · outbound

This paper cites Frontiers in Psychology , volume=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Frontiers in Psychology , volume=

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:29.297407Z

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=arxiv_source observed=2026-08-06T00:12:24.877252Z digest=sha256:340ae945602437d4bd0b9bd2110e018fe220ab305ad4937ee878a219322ef373

Observation c22afcd1-3cf2-4d53-a2ea-cffe0c220dee · outbound

This paper cites Advances in experimental social psychology , volume=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Advances in experimental social psychology , volume=

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:24.934380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:24.934380Z digest=sha256:ed85b4e45bd7342240737d0650e0175fe99301800d436a19d9ed8bfed751eb8f

Observation 5256dedd-9d5e-4d55-9e06-4e5439eb075d · outbound

This paper cites Published as , year=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Published as , year=

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:24.996974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:24.996974Z digest=sha256:1c4a6ea12bde94e94055f07e5bdec07139fec747bf68f33c8eca0a5f175c486c

Observation ae724523-94a9-4443-a5b6-dbd5d02fff9f · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Advances in Neural Information Processing Systems , volume=

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:29.164998Z

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=arxiv_source observed=2026-08-06T00:12:25.104756Z digest=sha256:e6a5bbf2ce62e7124e1ceb2e3fe4173c9022ea417429304a6bf1dbda53f8629f

Observation a560e9dd-0380-4a07-9ea0-294de4f7fc4b · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Advances in Neural Information Processing Systems , volume=

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:25.157762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:25.157762Z digest=sha256:6f2e81bed4a37bcda033d6564453396eaccae59bc0b4ad6516d8a65412e745dc

Observation c60d4ec1-4870-4d0e-9831-6575d1a175ad · outbound

This paper cites LLM Tropes: Revealing Fine-Grained Values and Opinions in Large Language Models.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs LLM Tropes: Revealing Fine-Grained Values and Opinions in Large Language Models

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:25.200839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:25.200839Z digest=sha256:bcb8fed3930dae206d8a3044bb5be7e4fff1d9a0166f4a2dff2c73784d118166

Observation 72b5e2a8-fa2c-4d89-863e-dd239c545983 · outbound

This paper cites Proceedings of the 40th International Conference on Machine Learning , articleno =.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Proceedings of the 40th International Conference on Machine Learning , articleno =

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:25.241576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:25.241576Z digest=sha256:9e772a965de7a5d075b01aca2cfe46bfdefe1b4395e58350e8673e1081fd5793

Observation 01face05-3bb9-4d2c-8b15-333cab552378 · outbound

This paper cites Proceedings of the 35th annual ACM symposium on user interface software and technology , pages=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Proceedings of the 35th annual ACM symposium on user interface software and technology , pages=

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:29.041328Z

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=arxiv_source observed=2026-08-06T00:12:25.346029Z digest=sha256:8d1054758cd1bb5fd4cef4861f6ae0c717937be3d0ce25f5ca9a010b98b67a91

Observation 8ab3ed4e-b5e8-4bc9-99d2-2eb8969ffc1b · outbound

This paper cites Political Analysis , volume=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Political Analysis , volume=

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:25.420894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:25.420894Z digest=sha256:f326dbb4b669f8b2ae2d76adcab4a180f6245b8dbf4de24a08932495ab7d7c6f

Observation c9e91e7a-82ff-44ce-9387-76f197eda557 · outbound

This paper cites ArXiv , year=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs ArXiv , year=

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:28.944204Z

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=arxiv_source observed=2026-08-06T00:12:25.492026Z digest=sha256:e386245abf9159e949fcf0618058a45f0eb282053c07ad038748cf754c766145

Observation ea52b104-4687-45e8-83cf-4aae851ccf58 · outbound

This paper cites 2022 , publisher =.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs 2022 , publisher =

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:25.541550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:25.541550Z digest=sha256:cd8fdc7198a79b0270ee9a92aa8317981926716da91f6fad29d6dee549b26514

Observation e454845e-369a-4812-9aeb-218d6f30ba1d · outbound

This paper cites Conference on Empirical Methods in Natural Language Processing , year=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Conference on Empirical Methods in Natural Language Processing , year=

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:28.803806Z

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=arxiv_source observed=2026-08-06T00:12:25.591268Z digest=sha256:77a211a7a24f175d2b9efa7fb23560a16ae56d19569cd6d30e62baf20b2a140e

Observation 25405922-3486-49db-afbc-29fa73ce6fee · outbound

This paper cites an unresolved cited work.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Unresolved cited work

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:25.692293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:25.692293Z digest=sha256:93939980dc3f18c8b71c294655d44853b6490633e7d474e8f26fecdb0e546a27

Observation 1d3d85f9-f78c-4253-b352-41c76e7dd50a · outbound

This paper cites International Conference on Learning Representations , volume=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs International Conference on Learning Representations , volume=

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:28.684414Z

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=arxiv_source observed=2026-08-06T00:12:25.770694Z digest=sha256:9466da81e63be1597363f980dcc093b9a351854d57b217a434b9508a74a5f750

Observation 450f3045-e8d1-4013-be23-e92a694579b3 · outbound

This paper cites Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Language Model Fine-Tuning on Scaled Survey Data for Predicting Distributions of Public Opinions

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:25.838735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:25.838735Z digest=sha256:befc3936cd5d9f0c17a73e3c3a2f0d00dc75ca39029666bd8c02bde3e38f1964

Observation 29420ff6-4e7d-4082-ad9d-b2f920ae6883 · outbound

This paper cites The Llama 3 Herd of Models.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs The Llama 3 Herd of Models

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:25.913593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:25.913593Z digest=sha256:00c2574b850cc926821bda76e290ccd555eb7b34925d7aab15e967e508fb708b

Observation 5ebc6cff-03ef-4e11-a055-9d5ef70087b6 · outbound

This paper cites CULTURE-GEN: Revealing Global Cultural Perception in Language Models through Natural Language Prompting.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs CULTURE-GEN: Revealing Global Cultural Perception in Language Models through Natural Language Prompting

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:26.000683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:26.000683Z digest=sha256:fc179db1336e44a76fbbe1c965493a0b8dd3f99a44fe1c38018f4caed8632b3a

Observation d82a5748-46dd-4d11-a082-b96cd3f9c446 · outbound

This paper cites An image speaks a thousand words, but can everyone listen? On image transcreation for cultural relevance.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs An image speaks a thousand words, but can everyone listen? On image transcreation for cultural relevance

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:26.085659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:26.085659Z digest=sha256:ecc2f3f310c6fb4b50e30f6250f97fc7749760b3a21ff692d3b02dc1970e3a30

Observation 77844f9d-2074-4c54-a68f-f17762694999 · outbound

This paper cites Organizational behavior and human decision processes , volume=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Organizational behavior and human decision processes , volume=

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:28.608226Z

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=arxiv_source observed=2026-08-06T00:12:26.139083Z digest=sha256:518a2118251c3de20f7bded331a4ecae10999dff23e08892e9b6fee5216792c0

Observation 33af24e6-388c-48ab-8f61-2140cd3e6ab7 · outbound

This paper cites Social work theories and methods , volume=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Social work theories and methods , volume=

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:28.486171Z

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=arxiv_source observed=2026-08-06T00:12:26.173379Z digest=sha256:aafb4cb580801770cda2472c5f37441b4a21f217c98071784c05cbe19541bf71

Observation 575fc066-d65c-466f-9636-4e09c1206ec7 · outbound

This paper cites Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) , pages=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) , pages=

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T00:12:28.368097Z

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=arxiv_source observed=2026-08-06T00:12:26.265144Z digest=sha256:140b2815f4b7ee09d3ec7d12a0527843e2f3d2b07cdd760fa5f56a323e65c96b

Observation 7eded5ef-76be-4f7c-9b8f-0accd348ec51 · outbound

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

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Towards Measuring the Representation of Subjective Global Opinions in Language Models

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:26.354034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:26.354034Z digest=sha256:62eeee160ead5c5d026e2b67724263bd6ee2778502c448ce0b302d23e2ddea89

Observation 89608352-feea-4bf4-a65b-956955bd0072 · outbound

This paper cites Cultural Incongruencies in Artificial Intelligence.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Cultural Incongruencies in Artificial Intelligence

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:26.433226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:26.433226Z digest=sha256:a90b44e5a383f4b8392a6775e85537bffab9a4983e7784b270e41492d4bf2445

Observation 569398bb-2761-46a7-994c-be4aba1e74c2 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Advances in Neural Information Processing Systems , volume=

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:26.478727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:26.478727Z digest=sha256:fb578fb5332ac5abb65d062d876e6aa335a084f029a3444e80302dd30c2f25b4

Observation 95f3d14f-c35e-44a3-93b0-efde29437c49 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena , url =.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena , url =

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:26.550290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:26.550290Z digest=sha256:8647b667756e1b1edb992fa566f94cab3dc7cd593aeebffd0e925b01139f94b5

Observation bdaab34e-9545-4734-9f4d-def32f54d46a · outbound

This paper cites GPT-4o System Card.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs GPT-4o System Card

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:26.665118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:26.665118Z digest=sha256:3e1578d8bd716c8a81d4b2a8957cffb6b0bc69b04395dd007d2c265ddf99401d

Observation a2c1620d-7672-4b7d-b689-ab8de2e68268 · outbound

This paper cites arXiv preprint arXiv:2504.01127 , year=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs arXiv preprint arXiv:2504.01127 , year=

Reference 70

Resolution
verified exact
raw_fallback, observed 2026-08-06T00:12:27.769958Z

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=arxiv_source observed=2026-08-06T00:12:26.773719Z digest=sha256:db3a4bd09cdf6810e473ef785067d219f03c1148dffb04d4e3bd67815e2422e3

Observation ff968b80-6f1f-44af-94d6-d92c11a0624c · outbound

This paper cites , author=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs , author=

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-06T00:12:26.872964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:26.872964Z digest=sha256:ac797138ac0bf383c8c7b49e74bc99a789e1bcba3694a373bca739b9e7b5d0fc

Observation 46835830-897c-4566-a247-8e32e799c1bb · outbound

This paper cites arXiv preprint arXiv:2510.11408 , year=.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs arXiv preprint arXiv:2510.11408 , year=

Reference 72

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unresolved
no resolver link, observed 2026-08-06T00:12:26.949513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T00:12:26.949513Z digest=sha256:0af3c2e20f18dc67dd36c7e03e7b26886cfe775fed783f817584ea2883126d32

Observation 6472bae9-40f7-4a52-8d1e-bc6a60695780 · outbound

This paper cites P rime X : A Dataset of Worldview, Opinion, and Explanation.

PALMs: Using Multi Construct-Grounded Rationales for Modeling Population Preferences in LLMs P rime X : A Dataset of Worldview, Opinion, and Explanation

Reference 73

Resolution
verified exact
doi, observed 2026-08-06T00:12:27.185443Z

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=arxiv_source observed=2026-08-06T00:12:27.020712Z digest=sha256:b675a73bc8271fba25a86b371706ffb6408a14714599b4841daa23942dbd4c1f

Pith citing papers

No inbound Pith citation observations are available.