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Paper Citation Record · LEDGER

Localizing Persona Representations in LLMs

As of 9 August 2026, this Paper Citation Record lists 100 of 102 outbound references and 1 inbound Pith citation observation for arXiv:2505.24539.

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

pith.paper-citation-record.v1
2505.24539 v4

Coverage vector

measured 100 of 102 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:25:38.738271Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T05:44:33.099337Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

100 of 102 outbound references displayed

  • verified exact7
  • verified fuzzy31
  • unresolved61
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 48f1cb40-454e-4ac1-99c7-e2e13c46ad53 · outbound

This paper cites Unsolved Problems in ML Safety.

Localizing Persona Representations in LLMs Unsolved Problems in ML Safety

Reference 1

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source=pdf_text observed=2026-08-07T12:25:29.531744Z digest=sha256:52b920fa6d6e44296697bb6972b34b02326bab4c71d5c3a41140143ca59d5365

Observation 4ae56696-a0e8-404f-b240-34cd113d577e · outbound

This paper cites Interpretability in the wild: a circuit for indirect object identification in gpt-2 small.

Localizing Persona Representations in LLMs Interpretability in the wild: a circuit for indirect object identification in gpt-2 small

Reference 2

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source=pdf_text observed=2026-08-07T12:25:29.573421Z digest=sha256:c73a888a856acf629dfc110028bdb1e73a8dce8ddcf02386cd9bc71d3738aec0

Observation 1915c462-3cbb-4b53-bd61-ec00463232bc · outbound

This paper cites Discovering language model behaviors with model-written evaluations.

Localizing Persona Representations in LLMs Discovering language model behaviors with model-written evaluations

Reference 3

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source=pdf_text observed=2026-08-07T12:25:29.646528Z digest=sha256:cd7d84630c3d4ed032fadc48f02b4b99ada4cbc9658f8382f42213151eef96ae

Observation 1ac1ac29-9398-4c01-973a-1226d2e3d6b8 · outbound

This paper cites LaMP: When Large Language Models Meet Personalization.

Localizing Persona Representations in LLMs LaMP: When Large Language Models Meet Personalization

Reference 4

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source=pdf_text observed=2026-08-07T12:25:29.729108Z digest=sha256:46a8942fefb0833fd64aa3dfd8a85ae122e4dd77a03f9084015b1a67b98754e2

Observation 2c2ed860-48b5-491c-b8bf-b89a1b0a1108 · outbound

This paper cites Daly, Kush R.

Localizing Persona Representations in LLMs Daly, Kush R

Reference 5

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source=pdf_text observed=2026-08-07T12:25:29.795735Z digest=sha256:35907d0e4fd6f02f0a5eca532b007154ae793029df60a7e94fefe232f0ef4924

Observation 4c932bc9-5106-49af-bd47-255fe42b4996 · outbound

This paper cites Scaling Synthetic Data Creation with 1,000,000,000 Personas.

Localizing Persona Representations in LLMs Scaling Synthetic Data Creation with 1,000,000,000 Personas

Reference 6

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source=pdf_text observed=2026-08-07T12:25:29.882527Z digest=sha256:e29c400e9e9dcce585dd3fe532250500cc6ece3f69531385b978412e40cf9cba

Observation 5204573b-e819-4981-b3f0-44303b8a888b · outbound

This paper cites Can LLM be a Personalized Judge?.

Localizing Persona Representations in LLMs Can LLM be a Personalized Judge?

Reference 7

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source=pdf_text observed=2026-08-07T12:25:29.968595Z digest=sha256:924b0149696ffd58651d7aa8aaf195f05f0bdd798e0778b3e0cc90d8a3f35be4

Observation 6459c8a6-0cba-4e39-b4ba-350565e74826 · outbound

This paper cites Can ai language models replace human participants? Trends in Cognitive Sciences, 27(7):597–600, 2023.

Localizing Persona Representations in LLMs Can ai language models replace human participants? Trends in Cognitive Sciences, 27(7):597–600, 2023

Reference 8

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source=pdf_text observed=2026-08-07T12:25:30.068178Z digest=sha256:c03b6fd28304e32fc1c8434ea0b81e6f4ee1565b709daf6c87d0eb5a86d772ed

Observation d3d33c97-5ec6-4350-a6bd-d6f7c8e5120a · outbound

This paper cites More human than human: measuring chatgpt political bias.Public Choice, 198(1):3–23, 2024.

Localizing Persona Representations in LLMs More human than human: measuring chatgpt political bias.Public Choice, 198(1):3–23, 2024

Reference 9

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source=pdf_text observed=2026-08-07T12:25:30.132540Z digest=sha256:b966fae7071e7db6046cca2e06a783fa411df4aa960a2da1c759a46ac35fb68a

Observation 4d8814cc-e9b2-481a-801d-5a796ad9c378 · outbound

This paper cites Perils and opportunities in using large language models in psychological research.PNAS nexus, 3(7):pgae245, 2024.

Localizing Persona Representations in LLMs Perils and opportunities in using large language models in psychological research.PNAS nexus, 3(7):pgae245, 2024

Reference 10

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source=pdf_text observed=2026-08-07T12:25:30.220444Z digest=sha256:2e5e43eb0449a885abcc227e46b4b95183ff86c7d5658a61abe3e1b969690a4b

Observation 3c8a11ea-8d9c-44ac-a5d1-f7dcd7c1a58f · outbound

This paper cites Questioning the survey responses of large language models.Advances in Neural Information Processing Systems, 37:45850–45878, 2024.

Localizing Persona Representations in LLMs Questioning the survey responses of large language models.Advances in Neural Information Processing Systems, 37:45850–45878, 2024

Reference 11

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source=pdf_text observed=2026-08-07T12:25:30.310893Z digest=sha256:617bd461e4ef078ece3022ab02730805254da30959e56e4a9092ff84b62ea2d9

Observation d606160a-6f1f-4eba-815f-7959e80b9249 · outbound

This paper cites Personas and user-centered design: How can personas benefit product design processes?Design studies, 32(5):417–430, 2011.

Localizing Persona Representations in LLMs Personas and user-centered design: How can personas benefit product design processes?Design studies, 32(5):417–430, 2011

Reference 12

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source=pdf_text observed=2026-08-07T12:25:30.389119Z digest=sha256:6d639ea886b50161f9aef53ce83e7579785c34408901818e99e19ec4f611307a

Observation 2162af19-0cbd-4f43-bf3a-5abc1859da56 · outbound

This paper cites Use cases for design personas: A systematic review and new frontiers.

Localizing Persona Representations in LLMs Use cases for design personas: A systematic review and new frontiers

Reference 13

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source=pdf_text observed=2026-08-07T12:25:30.497631Z digest=sha256:cbc3c7d9c63b1426a384711e6045d49450b54ec2d85c4cfa0aa9ca82e9f96876

Observation 667f636f-9551-4c4c-aee3-113aa66a8b21 · outbound

This paper cites Me, myself, and ai: The situational awareness dataset (sad) for llms.

Localizing Persona Representations in LLMs Me, myself, and ai: The situational awareness dataset (sad) for llms

Reference 14

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source=pdf_text observed=2026-08-07T12:25:30.565174Z digest=sha256:84fc30037b90b65f5b8e6d93387b1047164da17abb458ff7c0efc7a0f494e8a1

Observation ec31eac2-8536-47ea-9efe-17a8c3495457 · outbound

This paper cites Bias runs deep: Implicit reasoning biases in persona-assigned LLMs.

Localizing Persona Representations in LLMs Bias runs deep: Implicit reasoning biases in persona-assigned LLMs

Reference 15

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source=pdf_text observed=2026-08-07T12:25:30.677087Z digest=sha256:0e407c62c86bdef2793871e9e04678c0391e67ff181613e82b176f024c92a7b7

Observation 7cbacef2-0873-40c4-b0e7-318c830dd4f3 · outbound

This paper cites Harnessing LLM to Attack LLM-Guarded Text-to-Image Models.

Localizing Persona Representations in LLMs Harnessing LLM to Attack LLM-Guarded Text-to-Image Models

Reference 16

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source=pdf_text observed=2026-08-07T12:25:30.761175Z digest=sha256:22caf13e44e600a0ed9e5d2fc5addc7384a2cd3d20d7ba45a5b799598ea138d4

Observation 54b18980-36a5-4297-bd4c-b9009d8f04ba · outbound

This paper cites Equality of opportunity in supervised learning.Advances in neural information processing systems, 29, 2016.

Localizing Persona Representations in LLMs Equality of opportunity in supervised learning.Advances in neural information processing systems, 29, 2016

Reference 17

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source=pdf_text observed=2026-08-07T12:25:30.811188Z digest=sha256:b4fdde3d28b4ad4d8fc559ff481e03b636bb87c8dc646a1b5491a4f2d702644f

Observation 8dc256d6-c8f2-4641-b711-8a6d8757f893 · outbound

This paper cites Algorithmic decision making and the cost of fairness.

Localizing Persona Representations in LLMs Algorithmic decision making and the cost of fairness

Reference 18

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source=pdf_text observed=2026-08-07T12:25:30.910678Z digest=sha256:d0c3e2d517db5b60722ee23acad6314fa0608b42fb69dec2a578c57bb8461c1d

Observation 2a7c7354-d965-46f7-a223-5df744b4a724 · outbound

This paper cites A review of the challenges with massive web-mined corpora used in large language models pre-training.

Localizing Persona Representations in LLMs A review of the challenges with massive web-mined corpora used in large language models pre-training

Reference 19

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source=pdf_text observed=2026-08-07T12:25:31.003282Z digest=sha256:ff3254472bad01c755e1d4a11e8709cb06b84ea214bf61f74e36f51963c288bc

Observation cb92fe2c-4ac6-40ad-bdab-9b7a0f4eabff · outbound

This paper cites Datasets for Large Language Models: A Comprehensive Survey.

Localizing Persona Representations in LLMs Datasets for Large Language Models: A Comprehensive Survey

Reference 20

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source=pdf_text observed=2026-08-07T12:25:31.066357Z digest=sha256:ebd2321b9c2b7e2e7cb7154ec63adeff77ce0ddff9c2d673a4e66c6f0b668f21

Observation 710e4de9-f6e5-43fa-bdab-043426d54c44 · outbound

This paper cites The Ultimate Guide to Fine-Tuning LLMs from Basics to Breakthroughs: An Exhaustive Review of Technologies, Research, Best Practices, Applied Research Challenges and Opportunities.

Localizing Persona Representations in LLMs The Ultimate Guide to Fine-Tuning LLMs from Basics to Breakthroughs: An Exhaustive Review of Technologies, Research, Best Practices, Applied Research Challenges and Opportunities

Reference 21

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source=pdf_text observed=2026-08-07T12:25:31.152926Z digest=sha256:c38d0ef309140213f8206786822e4ac167820042c6bcad2d2f376b07f3bae8a4

Observation 02bc0fec-22f4-412e-b923-65eae65c39ed · outbound

This paper cites Instruction tuning for large language models: A survey.arXiv preprint arXiv:2308.10792, 2023.

Localizing Persona Representations in LLMs Instruction tuning for large language models: A survey.arXiv preprint arXiv:2308.10792, 2023

Reference 22

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source=pdf_text observed=2026-08-07T12:25:31.239078Z digest=sha256:d185c43fe21967feaedb67c426a0cdf99d00e7497aa1dfb346f9cb1402c254f6

Observation d43205f1-b145-4ba0-8549-d88f0b2c786a · outbound

This paper cites The self- perception and political biases of chatgpt.Human Behavior and Emerging Technologies, 2024(1):7115633, 2024.

Localizing Persona Representations in LLMs The self- perception and political biases of chatgpt.Human Behavior and Emerging Technologies, 2024(1):7115633, 2024

Reference 23

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source=pdf_text observed=2026-08-07T12:25:31.299637Z digest=sha256:536f16c6335afd61120472736f141c2ff4cb9cfe8188a56dac8bb63766e917d9

Observation ffe1283a-b7a7-47f3-b620-63913f3db440 · outbound

This paper cites Whose opinions do language models reflect? InInternational Conference on Machine Learning, pages 29971–30004.

Localizing Persona Representations in LLMs Whose opinions do language models reflect? InInternational Conference on Machine Learning, pages 29971–30004

Reference 24

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source=pdf_text observed=2026-08-07T12:25:31.365518Z digest=sha256:c6a08fccda0aa93b10f81e55156e26df3f9e288dc05bcdf45f85132898db8614

Observation c5757c96-3874-4999-b5e7-cb7c8aced9f9 · outbound

This paper cites AI Safety Landscape for Large Language Models: Taxonomy, State-of-the-art, and Future Directions.

Localizing Persona Representations in LLMs AI Safety Landscape for Large Language Models: Taxonomy, State-of-the-art, and Future Directions

Reference 25

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Observation 42e18341-b18d-4465-95f2-7e4b563e0b7c · outbound

This paper cites Taking stock of concept inventories in computing education: A systematic literature review.

Localizing Persona Representations in LLMs Taking stock of concept inventories in computing education: A systematic literature review

Reference 26

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source=pdf_text observed=2026-08-07T12:25:31.550378Z digest=sha256:13805f6c3626da43bb5cd338ba1ba892a174e85f9f8f4e6a4299b50acdf09025

Observation 7d053b7c-5655-4de3-bfbd-ad2ad598b8fc · outbound

This paper cites Out of one, many: Using language models to simulate human samples.Political Analysis, 31(3):337–351, 2023.

Localizing Persona Representations in LLMs Out of one, many: Using language models to simulate human samples.Political Analysis, 31(3):337–351, 2023

Reference 27

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source=pdf_text observed=2026-08-07T12:25:31.619738Z digest=sha256:0e37bb2268dc780e131aa1e097fbc0c2d010f7b0b2eb02f2e60688d217f3ea33

Observation fb71fb4a-c569-4f7f-a913-0bb776459a4d · outbound

This paper cites Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models.

Localizing Persona Representations in LLMs Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models

Reference 28

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source=pdf_text observed=2026-08-07T12:25:31.676985Z digest=sha256:57c9b73a76fb2d4c1210dab7e8d5f8c117defa33def9e13e32075549f2f76bb4

Observation be228cd1-1fb2-42b8-a14a-e4db81d7b1c5 · outbound

This paper cites Representation Engineering: A Top-Down Approach to AI Transparency.

Localizing Persona Representations in LLMs Representation Engineering: A Top-Down Approach to AI Transparency

Reference 29

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source=pdf_text observed=2026-08-07T12:25:31.770534Z digest=sha256:67c986ab954b2750c5d360ce08529125dec03aea8b7709a9f5439d4beec3ceab

Observation c337d21c-77a1-4f28-a1aa-35f8e6d881ec · outbound

This paper cites Semantics derived automati- cally from language corpora contain human-like moral choices.

Localizing Persona Representations in LLMs Semantics derived automati- cally from language corpora contain human-like moral choices

Reference 30

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source=pdf_text observed=2026-08-07T12:25:31.847612Z digest=sha256:47e234c8a8b5f7b5a935be125b9c6ee61459adecfbc7d2fe59431f2bae0ee1c0

Observation cd891a5e-fdcc-4edc-aee8-29bd0f28be5b · outbound

This paper cites A Primer on the Inner Workings of Transformer-based Language Models.

Localizing Persona Representations in LLMs A Primer on the Inner Workings of Transformer-based Language Models

Reference 31

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source=pdf_text observed=2026-08-07T12:25:31.903456Z digest=sha256:08d2ec3b257db7f5d294f36de1956972f6c6a36329e7ad8bf3b36cb1f5bcbda1

Observation f774a2e0-3d18-46e8-bd93-b1411b2ab8d6 · outbound

This paper cites Probing then Editing Response Personality of Large Language Models.

Localizing Persona Representations in LLMs Probing then Editing Response Personality of Large Language Models

Reference 32

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source=pdf_text observed=2026-08-07T12:25:31.972604Z digest=sha256:da737b3bcd668f507ac8d8701428913224f53540ffaea94f6408750d61bc8aa9

Observation d3c21a62-ed4b-4a7f-917e-fdabf5520e16 · outbound

This paper cites Aligning llms with individual preferences via interaction.

Localizing Persona Representations in LLMs Aligning llms with individual preferences via interaction

Reference 33

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source=pdf_text observed=2026-08-07T12:25:32.073153Z digest=sha256:619434048a5d8184909b75e581e3db9d339283a46c97fd30f878405cca13141a

Observation b3509de6-07c9-4ddb-8cc9-541874137175 · outbound

This paper cites The big five personality factors and personal values.Personality and social psychology bulletin, 28(6):789–801, 2002.

Localizing Persona Representations in LLMs The big five personality factors and personal values.Personality and social psychology bulletin, 28(6):789–801, 2002

Reference 34

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source=pdf_text observed=2026-08-07T12:25:32.125210Z digest=sha256:1e629d940810305e2f3cf56a43e96d3dd46db04ca10d1ec2558c9ebc7921cf41

Observation 4ebed4c4-0c5c-415f-8e9f-202e32f481ea · outbound

This paper cites A very brief measure of the big-five personality domains.Journal of Research in Personality, 37(6):504–528, 2003.

Localizing Persona Representations in LLMs A very brief measure of the big-five personality domains.Journal of Research in Personality, 37(6):504–528, 2003

Reference 35

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source=pdf_text observed=2026-08-07T12:25:32.226924Z digest=sha256:c3a2f9baae1a6f3e3f8afcac28cd4195c7350b2bfd9197c71575e8f3aa5d5120

Observation 322bcded-6354-4cef-9d54-8764ae4c8842 · outbound

This paper cites Evaluating Large Language Model Biases in Persona-Steered Generation.

Localizing Persona Representations in LLMs Evaluating Large Language Model Biases in Persona-Steered Generation

Reference 36

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source=pdf_text observed=2026-08-07T12:25:32.337832Z digest=sha256:78815a36a4ac8ca52273c566db633543351afddd64bf9c8ba05c2611a7d0ff53

Observation 07cdd377-46a2-4fba-b42d-711b53ee1245 · outbound

This paper cites Helpful assistant or fruitful facilitator? Investigating how personas affect language model behavior.

Localizing Persona Representations in LLMs Helpful assistant or fruitful facilitator? Investigating how personas affect language model behavior

Reference 37

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no resolver link, observed 2026-08-07T12:25:32.439728Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:32.439728Z digest=sha256:5282d3e1a0125d9e8246b6e64a19bb4b04a242b7f9aebeb41ebb1946a3daa6ee

Observation 68706f09-23b2-4c33-afd0-0618b1c67ed0 · outbound

This paper cites PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits.

Localizing Persona Representations in LLMs PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits

Reference 38

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:32.543895Z digest=sha256:f479fbf28dcfc66eee9169ea80cc496445ed2a4516d8b338a3e5d71d3705cbb7

Observation 8efcda41-3755-4c15-a35f-42b714b0377c · outbound

This paper cites Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language Models.

Localizing Persona Representations in LLMs Marked Personas: Using Natural Language Prompts to Measure Stereotypes in Language Models

Reference 39

Resolution
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no resolver link, observed 2026-08-07T12:25:32.633723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:32.633723Z digest=sha256:d953d1108a79ce7e404c24ac471963f48a63cac9eb8351dff9e9340dd84d6f09

Observation ea1491fc-caf5-4093-8938-a0673d02d177 · outbound

This paper cites Toxicity in chatgpt: Analyzing persona-assigned language models.

Localizing Persona Representations in LLMs Toxicity in chatgpt: Analyzing persona-assigned language models

Reference 40

Resolution
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no resolver link, observed 2026-08-07T12:25:32.722239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:32.722239Z digest=sha256:c2f4bc3082beb25de69f38a8bbd80a47db8ed3c1f51ea907a83a530706eb1f28

Observation f62cde13-13bf-4aee-9020-a558b8d036b7 · outbound

This paper cites Revealing Persona Biases in Dialogue Systems.

Localizing Persona Representations in LLMs Revealing Persona Biases in Dialogue Systems

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T12:25:32.827201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:32.827201Z digest=sha256:1b429ad802ea4986973fbc4cb9515dc52ef4a62f62591a6184b7ad3d0c3ffb1a

Observation 695f387b-75b7-40e6-ab9b-8236c4547b93 · outbound

This paper cites "They are uncultured": Unveiling Covert Harms and Social Threats in LLM Generated Conversations.

Localizing Persona Representations in LLMs "They are uncultured": Unveiling Covert Harms and Social Threats in LLM Generated Conversations

Reference 42

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no resolver link, observed 2026-08-07T12:25:32.940442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:32.940442Z digest=sha256:6ddac9bff3f8a38f6e033dfe66d601af5491b127ead55f3d3fb04fe7cfe47d5f

Observation 09df01bf-2621-4751-8713-ef346d08836c · outbound

This paper cites The Ethics of Interaction: Mitigating Security Threats in LLMs.

Localizing Persona Representations in LLMs The Ethics of Interaction: Mitigating Security Threats in LLMs

Reference 43

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unresolved
no resolver link, observed 2026-08-07T12:25:33.076331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:33.076331Z digest=sha256:b8dca46b4e6b8827982b01eb4264b0d08c854566d84894e54ad53decb5f1de94

Observation 5c910af9-fedd-4fce-b51a-78926666481f · outbound

This paper cites A Survey on Responsible LLMs: Inherent Risk, Malicious Use, and Mitigation Strategy.

Localizing Persona Representations in LLMs A Survey on Responsible LLMs: Inherent Risk, Malicious Use, and Mitigation Strategy

Reference 44

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no resolver link, observed 2026-08-07T12:25:33.195929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:33.195929Z digest=sha256:7be4aefd11eed61a845001316a6026bd3cda8dab2183e969b35d56c6d2584fcd

Observation 0d8f34c6-cd56-42d1-a428-5926bb45ec52 · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding.

Localizing Persona Representations in LLMs Bert: Pre-training of deep bidirectional transformers for language understanding

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:47.170195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:33.286690Z digest=sha256:8484f658649127c6127f8b367edb756397c4a54f5dfa63b3e9b169ec0d4fd6a3

Observation 6130eeb2-8216-4964-8634-9ea062225a2e · outbound

This paper cites BERT has a Moral Compass: Improvements of ethical and moral values of machines.

Localizing Persona Representations in LLMs BERT has a Moral Compass: Improvements of ethical and moral values of machines

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T12:25:33.395329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:33.395329Z digest=sha256:bdc49f21bc53e3391936a3dc36edc846447d70eb8cc79b73fcd228bd77c0c523

Observation 89b8ce38-4e6f-4994-bb59-6ea385db3f2c · outbound

This paper cites Patchscopes: A unify- ing framework for inspecting hidden representations of language models.

Localizing Persona Representations in LLMs Patchscopes: A unify- ing framework for inspecting hidden representations of language models

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:47.007500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:33.524417Z digest=sha256:fd3b4077131db46dc7d8bbc37d1358d6e367b01f9f7a5a7dd44708e3515be009

Observation d9c2fd0b-a5f0-43e6-9b73-3e9beb4ed539 · outbound

This paper cites Rethinking Interpretability in the Era of Large Language Models.

Localizing Persona Representations in LLMs Rethinking Interpretability in the Era of Large Language Models

Reference 48

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no resolver link, observed 2026-08-07T12:25:33.633416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:33.633416Z digest=sha256:6d161dafad3d461219e7a9f026a7af6835e7549399fd78162d4cb0f11c19ed15

Observation e645ddab-5db0-4af7-bacd-bae307667907 · outbound

This paper cites Polysemanticity and Capacity in Neural Networks.

Localizing Persona Representations in LLMs Polysemanticity and Capacity in Neural Networks

Reference 49

Resolution
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no resolver link, observed 2026-08-07T12:25:33.728567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:33.728567Z digest=sha256:3303f8658b5d5594cea3a938c6b42d8ac37d956aa271a5308997f6676de99cf2

Observation 0acee4af-30f3-4e1b-b1dd-ec83e7ada8c9 · outbound

This paper cites Linear algebraic structure of word senses, with applications to polysemy.Transactions of the Association for Computational Linguistics, 6:483–495, 2018.

Localizing Persona Representations in LLMs Linear algebraic structure of word senses, with applications to polysemy.Transactions of the Association for Computational Linguistics, 6:483–495, 2018

Reference 50

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no resolver link, observed 2026-08-07T12:25:33.811898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:33.811898Z digest=sha256:8faf1d04cd39767df69669d212d48571782c4333c014e23709fc436d2d8349f1

Observation 1521e778-2081-4a42-92a5-d68e39b59bed · outbound

This paper cites Weakly Supervised Detection of Hallucinations in LLM Activations.

Localizing Persona Representations in LLMs Weakly Supervised Detection of Hallucinations in LLM Activations

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-07T12:25:33.901419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:33.901419Z digest=sha256:77dd50be8dd3276c2e0098535f9d40149b62f74887411fa580877b4186da9211

Observation afa471bf-872e-4c74-94c3-f3f6fe779096 · outbound

This paper cites Identifying audio adversarial examples via anomalous pattern detection.Workshop on Adversarial Learning Methods for ML and DM, KDD, 2020.

Localizing Persona Representations in LLMs Identifying audio adversarial examples via anomalous pattern detection.Workshop on Adversarial Learning Methods for ML and DM, KDD, 2020

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:46.756973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:34.022372Z digest=sha256:3df450018332f3ab5623a478b0d71fa531ee97f54a69bc206792996887716ef7

Observation 081818c7-cfe7-4436-b3ae-664167f81c0d · outbound

This paper cites Pattern detection in the activation space for identifying synthesized content.Pattern Recognition Letters, 153:207–213, 2022.

Localizing Persona Representations in LLMs Pattern detection in the activation space for identifying synthesized content.Pattern Recognition Letters, 153:207–213, 2022

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:46.610392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:34.113553Z digest=sha256:e08194c8e8045aa6b7fc46dc4295354cdf8c93e1b26bae2157d72e2e403e97d1

Observation 0950215f-9c42-46e7-8b47-193540b7cb49 · outbound

This paper cites description of personality.

Localizing Persona Representations in LLMs description of personality

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:46.444350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:34.222122Z digest=sha256:96a9b2fc1f0d7a14ee057f584efd34b9844df52015427c0feac2447e06aecec8

Observation c10e8cd2-1b94-4c22-a155-682ab5527894 · outbound

This paper cites Paradigm shift to the integrative big five trait taxonomy.

Localizing Persona Representations in LLMs Paradigm shift to the integrative big five trait taxonomy

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:46.279737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:34.294609Z digest=sha256:b6124eb93b943d9b5a24c8b58762a6866c0396e109fff5aec0e80a4a313fbded

Observation cf96a36c-6df8-4ae7-8982-d51c43439629 · outbound

This paper cites The stability of personality: Observations and evaluations.Current Directions in Psychological Science, 3(6):173–175, 1994.

Localizing Persona Representations in LLMs The stability of personality: Observations and evaluations.Current Directions in Psychological Science, 3(6):173–175, 1994

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:46.116979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:34.407834Z digest=sha256:5157b1da125f0f6b6aa519bb03484890294ecc6648d60c287e13c13d8049d61b

Observation a96321c6-263e-4077-84f3-d8082b092401 · outbound

This paper cites The role of personality in leadership: Five factor personality traits and ethical leadership.

Localizing Persona Representations in LLMs The role of personality in leadership: Five factor personality traits and ethical leadership

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:45.961564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:34.521072Z digest=sha256:719b1404b9f940c3cb0e1fdae4d577f83fe4430d27f2e49caf6cecf4f3abbbe0

Observation f2a9edc3-0e2a-47a2-a8ab-166331887baf · outbound

This paper cites an unresolved cited work.

Localizing Persona Representations in LLMs Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:25:45.775934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:34.607844Z digest=sha256:e3074d850de7d3e8688f9b55dea418f186d4ceff08be7df8aba7c2bbf553d373

Observation 7af1df23-2233-42e1-b3ca-cf39bec770e4 · outbound

This paper cites The relationship between the big five personality traits and authentic leadership.

Localizing Persona Representations in LLMs The relationship between the big five personality traits and authentic leadership

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:45.574002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:34.677163Z digest=sha256:8b18734aa78ba7183bdcd134e93715df7874ef49302ece69f81aaa6b135c76ef

Observation 66c83683-6700-4693-ba07-2313b85c58c4 · outbound

This paper cites Big five personality traits and risky decision-making: A study of behavioural tasks among college students.Passer Journal of Basic and Applied Sciences, 5(2):298–303, 2023.

Localizing Persona Representations in LLMs Big five personality traits and risky decision-making: A study of behavioural tasks among college students.Passer Journal of Basic and Applied Sciences, 5(2):298–303, 2023

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:45.413076Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:34.760782Z digest=sha256:696349092a5a62ed7bc1154229588779925b99a248ecca36b7a3d52db0ae6960

Observation ae501682-6eb5-4333-8d63-bdb3b684ad05 · outbound

This paper cites The big five personality traits and leadership: A comprehensive analysis.

Localizing Persona Representations in LLMs The big five personality traits and leadership: A comprehensive analysis

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:45.262786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:34.816864Z digest=sha256:c38039566f32064f52dbb5e5b6de3473f104b1b821806af45b3c94a5b45747b5

Observation d8005878-ef81-48e0-b3f0-ff4252bbd163 · outbound

This paper cites The Dark Patterns of Personalized Persuasion in Large Language Models: Exposing Persuasive Linguistic Features for Big Five Personality Traits in LLMs Responses.

Localizing Persona Representations in LLMs The Dark Patterns of Personalized Persuasion in Large Language Models: Exposing Persuasive Linguistic Features for Big Five Personality Traits in LLMs Responses

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-07T12:25:34.925073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:34.925073Z digest=sha256:abd0ed5c6476cb036257d7049deaea7a452522fc0e1d86cd87af960fdedb06b6

Observation 01900eed-680e-4ef3-b0c8-70a2f9199751 · outbound

This paper cites Predicting the Big Five Personality Traits in Chinese Counselling Dialogues Using Large Language Models.

Localizing Persona Representations in LLMs Predicting the Big Five Personality Traits in Chinese Counselling Dialogues Using Large Language Models

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-07T12:25:35.004921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:35.004921Z digest=sha256:0e5661dc24b2cd9b71cc26e5f8ddc9861fe0bab693e9cc1b62180507eb0d0ccd

Observation a0b5df30-da91-40ef-9799-b7192b28a331 · outbound

This paper cites The Moral Turing Test: Evaluating Human-LLM Alignment in Moral Decision-Making.

Localizing Persona Representations in LLMs The Moral Turing Test: Evaluating Human-LLM Alignment in Moral Decision-Making

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-07T12:25:35.099892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:35.099892Z digest=sha256:51cbad2580566397080ea76dd2b9de530873d7216a3edbc2bc4fdbeb791c3cb9

Observation ff8a4cfc-9897-45d3-8723-898e711725ea · outbound

This paper cites Exploring Persona-dependent LLM Alignment for the Moral Machine Experiment.

Localizing Persona Representations in LLMs Exploring Persona-dependent LLM Alignment for the Moral Machine Experiment

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-07T12:25:35.149615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:35.149615Z digest=sha256:087d03ddb1dd13dfa241fe01b60d8448e7936d353c4636f589bc9adee7c74d03

Observation e0ce5356-6e8b-4b87-bd11-96ba89d398f7 · outbound

This paper cites MoralBench: Moral Evaluation of LLMs.

Localizing Persona Representations in LLMs MoralBench: Moral Evaluation of LLMs

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-07T12:25:35.238174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:35.238174Z digest=sha256:4bc99b4dff1529f3fa2f70da229908a8a9ccad27d0c0ed871ff5b65891bae5c9

Observation acce9641-8e19-44b9-8c6a-4861822a4b87 · outbound

This paper cites Are LLMs Socially Adaptive? Contrasting Belief Evolution in Large Language Models and Humans.

Localizing Persona Representations in LLMs Are LLMs Socially Adaptive? Contrasting Belief Evolution in Large Language Models and Humans

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-07T12:25:35.347065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:35.347065Z digest=sha256:1efde1f88ffc19841cc57926ed99ee94809373f6a7934ccdb7e95a4e8382396b

Observation 44f9f7c6-e724-43eb-af5c-306c752e51a3 · outbound

This paper cites Moral Alignment for LLM Agents.

Localizing Persona Representations in LLMs Moral Alignment for LLM Agents

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-07T12:25:35.433742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:35.433742Z digest=sha256:5a04c09c452f402beeea4d4bc0ba6b14163e91de5d4c677a597662b278eff620

Observation 777235de-56fd-49d0-8b17-1c5b0a0add64 · outbound

This paper cites How GPT-3 responds to different publics on climate change and Black Lives Matter: A critical appraisal of equity in conversational AI.

Localizing Persona Representations in LLMs How GPT-3 responds to different publics on climate change and Black Lives Matter: A critical appraisal of equity in conversational AI

Reference 69

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:25:40.767419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:35.520652Z digest=sha256:fd1a42508c972ee34abb738ae73eca806b7479404c892915647fa85cbf9f2d8b

Observation b0457f33-f84c-429e-b525-82d223ae7a66 · outbound

This paper cites Aligning Large Language Models with Diverse Political Viewpoints.

Localizing Persona Representations in LLMs Aligning Large Language Models with Diverse Political Viewpoints

Reference 70

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:25:40.632069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:35.605216Z digest=sha256:60bf7420ac246c15bc3671fe584e1c8e22ae22fa9aacf230ecce3ef35e342b57

Observation 5784bd8a-4de5-4f4e-a5a5-41e3cc26823d · outbound

This paper cites Uncovering intersectional stereotypes in humans and large language models.

Localizing Persona Representations in LLMs Uncovering intersectional stereotypes in humans and large language models

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:45.105411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:35.700503Z digest=sha256:1427d6c759cbc1592dc31387f146cc1cd4e4d775b4d9e50c0ccbb8ab68f449e8

Observation 16813f18-0d1b-43e3-8e6a-1e3e2bc7b6c7 · outbound

This paper cites The effects of demographic instructions on llm personas.

Localizing Persona Representations in LLMs The effects of demographic instructions on llm personas

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:44.979113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:35.795711Z digest=sha256:d24ec76a1e0fac03f1681e294ee9c4e18aa5a7d2c64551c9d1126a50574d75b7

Observation 568a9288-e808-4ad9-a62f-56f8138be2c7 · outbound

This paper cites Concerns on Bias in Large Language Models when Creating Synthetic Personae.

Localizing Persona Representations in LLMs Concerns on Bias in Large Language Models when Creating Synthetic Personae

Reference 73

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:25:40.459924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:35.933247Z digest=sha256:a9346e10e93b7468406b3a5787b04f0706fcdf08f3cf95ab01e96c3b0c1217d6

Observation cb00807b-d755-4e7e-b54b-1ee71363a697 · outbound

This paper cites Llama3 model card.

Localizing Persona Representations in LLMs Llama3 model card

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:44.844432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:36.022585Z digest=sha256:27f293ef3325b9cdc5fced370a2ecb75ea61595b3408b9fca5530e9ed17b7668

Observation 486c6c74-aaee-4893-8eea-1b97bdeaf9af · outbound

This paper cites Granite: A new framework for language models.

Localizing Persona Representations in LLMs Granite: A new framework for language models

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:44.642871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:36.144219Z digest=sha256:a04378412851b438da9b8e5713452ca7ddb91f753f95279540e18cafca5b2cf5

Observation 787ce0eb-8362-489b-b2dd-27605bb0e298 · outbound

This paper cites Mistral 7B.

Localizing Persona Representations in LLMs Mistral 7B

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-07T12:25:36.258083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:36.258083Z digest=sha256:4da64a6e34266a8278ebe16a5b3b095df822e0c4496ce83ae0925258b1b48418

Observation 09129784-ddc4-4900-8e7b-6dd509a19915 · outbound

This paper cites Instruction Pre-Training: Language Models are Supervised Multitask Learners.

Localizing Persona Representations in LLMs Instruction Pre-Training: Language Models are Supervised Multitask Learners

Reference 77

Resolution
unresolved
no resolver link, observed 2026-08-07T12:25:36.407520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:36.407520Z digest=sha256:67adce15fb535e3955b575f099a9fa417266ec8b329b65cf0e3e7125b478418b

Observation 8df97780-15ba-4044-aa54-bc64e5b244c1 · outbound

This paper cites How to fine-tune bert for text classification? InChinese Computational Linguistics, pages 194–206.

Localizing Persona Representations in LLMs How to fine-tune bert for text classification? InChinese Computational Linguistics, pages 194–206

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:44.499075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:36.489888Z digest=sha256:9c43b1a18a0957455b7d7335b182ea5c09d28d4d6930e3c36bac76f3fc8cf3c2

Observation eb5e36d8-bcc8-4c2b-9061-6cc68d89fbbb · outbound

This paper cites The semantic relations in llms: An information-theoretic compression approach.

Localizing Persona Representations in LLMs The semantic relations in llms: An information-theoretic compression approach

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:44.365451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:36.596690Z digest=sha256:c9901068584e629c09a343f1d78a2fba906b743029356eec84305e05ccb9da52

Observation 226b6b81-b847-45ed-9e10-30db3c62b396 · outbound

This paper cites Pedregosa, G.

Localizing Persona Representations in LLMs Pedregosa, G

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:44.198727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:36.695097Z digest=sha256:8e434d1518df3429149625104705886929f550d64ee4b14d3ff4ae5f6b9bc791

Observation c3139137-03ff-448e-9424-0f46e93919ab · outbound

This paper cites A dendrite method for cluster analysis.Communications Statistics–Theory and Methods, 3(1):1–27, 1974.

Localizing Persona Representations in LLMs A dendrite method for cluster analysis.Communications Statistics–Theory and Methods, 3(1):1–27, 1974

Reference 81

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:44.095470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:36.831961Z digest=sha256:2c937519494850c812d1c6650e5ee3296a0588adb69455fcc3e76f229a8a64e3

Observation 5603ad6e-278e-4a7c-84a5-7d839b8b34d8 · outbound

This paper cites Silhouettes: a graphical aid to the interpretation and validation of cluster analysis.Journal of Computational and Applied Mathematics, 20:53–65, 1987.

Localizing Persona Representations in LLMs Silhouettes: a graphical aid to the interpretation and validation of cluster analysis.Journal of Computational and Applied Mathematics, 20:53–65, 1987

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-07T12:25:36.926580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:36.926580Z digest=sha256:be76c63ee2df310f7b6b7f7e775005b16ed79509dc1370d357e55d08026770e9

Observation d1224bd2-77ac-4d42-bb16-f82b03a9e3fa · outbound

This paper cites A cluster separation measure.IEEE Transactions Pattern Analysis & Machine Intelligence, (2):224–227, 1979.

Localizing Persona Representations in LLMs A cluster separation measure.IEEE Transactions Pattern Analysis & Machine Intelligence, (2):224–227, 1979

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:44.013884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:37.055488Z digest=sha256:a964cc04098220ca26bddadb9fa3ea891538dbb766001a17d3dcbe861f29cb81

Observation dc9ad948-4564-4767-836c-3157405b03a1 · outbound

This paper cites Fast generalized subset scan for anomalous pattern detection.JMLR, 14(1), 2013.

Localizing Persona Representations in LLMs Fast generalized subset scan for anomalous pattern detection.JMLR, 14(1), 2013

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:43.917656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:37.168563Z digest=sha256:fa17750d0c7ace666466a806d3f7532d1a085d1acade5660f70651fcc7b44678

Observation 76e2764e-74ce-4a11-bdee-60c5532f430f · outbound

This paper cites How large language models encode context knowledge? a layer-wise probing study.

Localizing Persona Representations in LLMs How large language models encode context knowledge? a layer-wise probing study

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:43.802850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:37.258039Z digest=sha256:6a201b4fdd8791703fc1d3e4ca5a97fb1e0522aa1417f7fdcbfe49c868bd2773

Observation f350c566-6e1d-48de-aa28-fa476fa16ad1 · outbound

This paper cites Student evaluations of teaching: effects of the big five personality traits, grades and the validity hypothesis.Assessment & Evaluation in Higher Education, 36(2):239–249, 2011.

Localizing Persona Representations in LLMs Student evaluations of teaching: effects of the big five personality traits, grades and the validity hypothesis.Assessment & Evaluation in Higher Education, 36(2):239–249, 2011

Reference 86

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T12:25:43.664636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:37.358868Z digest=sha256:bad78b32e02fa67da130dbb870c03f5d1f6d314d9c94f57e16a628434d2c9a9d

Observation 87f7c78b-f154-4932-a3bb-fdc61179f12f · outbound

This paper cites McCrae and Oliver P.

Localizing Persona Representations in LLMs McCrae and Oliver P

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-07T12:25:37.445049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:25:37.445049Z digest=sha256:05f422f2cec3f492aae9dbb30cd7e6ef79520dae1261c50576868fb065e11d70

Observation 768792dd-86f5-4f4a-b6c3-0500b08225e9 · outbound

This paper cites On the categorical and topological structure of timelike and causal homotopy classes of paths in smooth spacetimes.

Localizing Persona Representations in LLMs On the categorical and topological structure of timelike and causal homotopy classes of paths in smooth spacetimes

Reference 88

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:25:40.128141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:37.560624Z digest=sha256:f03ae115c8c1c4e867fd731c161d697c3f8882103e688b6d02382ec5954cae93

Observation 4c683af2-7842-4514-863e-c5cfb109cf63 · outbound

This paper cites Grehan, Rosemary Flanagan, and Robert G.

Localizing Persona Representations in LLMs Grehan, Rosemary Flanagan, and Robert G

Reference 89

Resolution
verified exact
doi, observed 2026-08-07T12:25:39.303925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:37.643563Z digest=sha256:ddb157bd9ed75f79d0505e6b37a42694b8973e6fa66a688a1c6c8aa915ed7413

Observation b15ca93c-a0ad-4823-b35e-12d527f3f433 · outbound

This paper cites Virtue Ethics.

Localizing Persona Representations in LLMs Virtue Ethics

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:43.521883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:37.721928Z digest=sha256:534c2a4ba8c39430788f3fe007b0796ec64f091b7c101bea1fa8b33ae1bdb788

Observation 8fd064c7-c1fa-44a7-a3f9-b4f5fc3d4cf1 · outbound

This paper cites Adam Carter.

Localizing Persona Representations in LLMs Adam Carter

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:43.300376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:37.816235Z digest=sha256:e4ad6bbc8a4a41fc945e1640692f6eff6c38fbb2cfb6a6208d810046a0d05518

Observation b55bd103-a522-483d-85bc-2b295a8a3a52 · outbound

This paper cites Deontological Ethics.

Localizing Persona Representations in LLMs Deontological Ethics

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:43.076862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:37.900314Z digest=sha256:50e9d682aa0457a36a8c8fb1ae755e2f196c0484faa231b8720218c1f4df382b

Observation 8b306a88-9563-4ab2-9cf5-b51677939c8f · outbound

This paper cites Consequentialism.

Localizing Persona Representations in LLMs Consequentialism

Reference 93

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:42.831735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:37.993579Z digest=sha256:5501fc5ebaddcd55c8a6db25db4ab37efb607a0759935554dd43b6f8876f37f6

Observation e8343819-d7b5-4a38-84dd-e3dcc87b90b3 · outbound

This paper cites Moral Skepticism.

Localizing Persona Representations in LLMs Moral Skepticism

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:42.652681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:38.114781Z digest=sha256:3d116e4b5f84fa72a64af4c5eb36a2a26b0c1748ead8be7d29bf955ddae0f0be

Observation 7cc889a2-54a1-47ff-8e2e-727842054130 · outbound

This paper cites Conservatism.

Localizing Persona Representations in LLMs Conservatism

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:42.409727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:38.199450Z digest=sha256:22bd91feb050fafde5c132e235a8a87470142f60bc43498b8ac820b5051f7be2

Observation f8b63048-61eb-4cab-b8c9-087df1cf71a5 · outbound

This paper cites Courtland, Gerald Gaus, and David Schmidtz.

Localizing Persona Representations in LLMs Courtland, Gerald Gaus, and David Schmidtz

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:42.208296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:38.304921Z digest=sha256:2e3d36d68627b54ff5b1264794179dd56413222bebdb045af454e47d0210bc95

Observation 622ec6b3-720c-42f8-acf7-a681a01dd604 · outbound

This paper cites Explaining the trump vote: The effect of racist resentment and anti- immigrant sentiments.PS: Political Science & Politics, 51(3):528–534, 2018.

Localizing Persona Representations in LLMs Explaining the trump vote: The effect of racist resentment and anti- immigrant sentiments.PS: Political Science & Politics, 51(3):528–534, 2018

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:41.938815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:38.404091Z digest=sha256:b46997a1eb392325583d3f73e4450441e10fc2b75bf3b58387125d2d46d5042d

Observation 4b356922-4afc-45da-a736-6c178d3f8548 · outbound

This paper cites Queer rights talk: The rhetoric of equality rights for lgbtq+ peoples.

Localizing Persona Representations in LLMs Queer rights talk: The rhetoric of equality rights for lgbtq+ peoples

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:25:41.746766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:38.496922Z digest=sha256:0441088ef66238aab597a17f31d6ed1503e30b6d35699fc553cfddb52104ca5f

Observation 0ef5b266-563f-477f-8c84-a16b3c492597 · outbound

This paper cites an unresolved cited work.

Localizing Persona Representations in LLMs Unresolved cited work

Reference 99

Resolution
verified exact
doi, observed 2026-08-07T12:25:39.163330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:38.637784Z digest=sha256:251e1c238aa31b493242fbfdc54e5743e9e1b006121e25b689cab87f767a7a99

Observation 81ea9bda-98d6-4f82-af1f-7780ad6f8649 · outbound

This paper cites Reassessing the relationship between homophobia and political participation.European Journal of Political Research, 61, 02 2022.

Localizing Persona Representations in LLMs Reassessing the relationship between homophobia and political participation.European Journal of Political Research, 61, 02 2022

Reference 100

Resolution
verified exact
raw_fallback, observed 2026-08-07T12:25:39.880287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:25:38.738271Z digest=sha256:1f85962a1c26dcd35658beeb048f2a0195b3fd6a47a54d17d73907439a8d6695

Pith citing papers

Observation efdff426-fffb-4d2f-b2e3-5e8b1e92ddd6 · inbound

A Scalable Approach to Evaluating Moral Sensitivity in LLMs cites this paper.

A Scalable Approach to Evaluating Moral Sensitivity in LLMs Localizing Persona Representations in LLMs

Reference 86

Resolution
verified exact
local_arxiv, observed 2026-07-12T05:48:31.525151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-07-12T05:44:33.099337Z digest=sha256:05679b0653ef83cc595864f716c502fabe143d307f26296b7b62011e1f5807ac