Localizing Persona Representations in LLMs | Paper Citation Record

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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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

Resolution: unresolved; no resolver link, observed 2026-08-07T12:25:30.811188Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-07T12:25:30.910678Z

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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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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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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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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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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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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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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

Resolution: unresolved; no resolver link, observed 2026-08-07T12:25:31.550378Z

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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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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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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

Resolution: unresolved; no resolver link, observed 2026-08-07T12:25:31.770534Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-07T12:25:31.847612Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-07T12:25:31.903456Z

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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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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

Resolution: unresolved; no resolver link, observed 2026-08-07T12:25:32.073153Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-07T12:25:32.125210Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-07T12:25:32.226924Z

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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

Resolution: unresolved; no resolver link, observed 2026-08-07T12:25:32.337832Z

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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

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

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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

Resolution: unresolved; no resolver link, observed 2026-08-07T12:25:32.543895Z

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

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

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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

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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

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

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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

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

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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

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

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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

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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

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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

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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

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

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

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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

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

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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

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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

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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

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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

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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

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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

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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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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.

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.

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.

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.

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.

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.

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.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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.

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.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

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 2026-08-09T06:31:02.800959+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers