Paper Citation Record · LEDGER

Personalization of Large Language Models: A Survey

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 41 inbound Pith citation observations for arXiv:2411.00027.

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

pith.paper-citation-record.v1
2411.00027 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 41 of 41 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:55:44.081944Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

14
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 47efa3d7-e256-41dd-adbf-16a45fe99e55 · inbound

From General to Specific: Tailoring Large Language Models for Personalized Healthcare cites this paper.

From General to Specific: Tailoring Large Language Models for Personalized Healthcare Personalization of Large Language Models: A Survey

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T10:59:54.624540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4784212-cbe1-41f0-b41d-53e7edfda382 · inbound

Personalized Graph-Based Retrieval for Large Language Models cites this paper.

Personalized Graph-Based Retrieval for Large Language Models Personalization of Large Language Models: A Survey

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-10T22:18:53.196335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90a13f46-65fa-44dc-9837-f34d98f63a40 · inbound

Whose Boat Does it Float? Improving Personalization in Preference Tuning via Inferred User Personas cites this paper.

Whose Boat Does it Float? Improving Personalization in Preference Tuning via Inferred User Personas Personalization of Large Language Models: A Survey

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-10T18:14:25.830632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d3d8cc7-58a3-4486-9c1a-73a2887349ba · inbound

Can Large Language Models Understand Preferences in Personalized Recommendation? cites this paper.

Can Large Language Models Understand Preferences in Personalized Recommendation? Personalization of Large Language Models: A Survey

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-10T16:17:33.803788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e23151f7-29ff-40fe-9dbb-d849f8ae67e2 · inbound

A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations cites this paper.

A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations Personalization of Large Language Models: A Survey

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T15:43:23.443293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b9e91ae-c564-41bb-9d4d-ba64d97659fe · inbound

PersonaBOT: Bringing Customer Personas to Life with LLMs and RAG cites this paper.

PersonaBOT: Bringing Customer Personas to Life with LLMs and RAG Personalization of Large Language Models: A Survey

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T15:00:58.613256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d14147b1-0608-40cd-a04d-c6350684b1a8 · inbound

Reasoning Meets Personalization: Unleashing the Potential of Large Reasoning Model for Personalized Generation cites this paper.

Reasoning Meets Personalization: Unleashing the Potential of Large Reasoning Model for Personalized Generation Personalization of Large Language Models: A Survey

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:26.086977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c636f143-88c0-4ab2-90f8-6d86d16845ae · inbound

Position is Power: System Prompts as a Mechanism of Bias in Large Language Models (LLMs) cites this paper.

Position is Power: System Prompts as a Mechanism of Bias in Large Language Models (LLMs) Personalization of Large Language Models: A Survey

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-07T13:43:15.288614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eaff65a-c41a-46a9-8ab5-e8a95f5ae2fb · inbound

Impact of Rankings and Personalized Recommendations in Marketplaces cites this paper.

Impact of Rankings and Personalized Recommendations in Marketplaces Personalization of Large Language Models: A Survey

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T11:12:52.714458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6afca749-14d8-4b19-bf95-ba6e4f4cd0b6 · inbound

Personalized Image Generation from an Author Writing Style cites this paper.

Personalized Image Generation from an Author Writing Style Personalization of Large Language Models: A Survey

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T20:18:44.304417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b44d338d-b7d4-4e3f-807f-f87cd0a4bbbe · inbound

User Behavior Prediction as a Generic, Robust, Scalable, and Low-Cost Evaluation Strategy for Estimating Generalization in LLMs cites this paper.

User Behavior Prediction as a Generic, Robust, Scalable, and Low-Cost Evaluation Strategy for Estimating Generalization in LLMs Personalization of Large Language Models: A Survey

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T21:43:41.450167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41325c17-cbbd-4c7f-bd05-175f67f6919e · inbound

Matching Game Preferences Through Dialogical Large Language Models: A Perspective cites this paper.

Matching Game Preferences Through Dialogical Large Language Models: A Perspective Personalization of Large Language Models: A Survey

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T13:54:26.678248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3878c910-dad0-4dce-968c-025601637273 · inbound

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence cites this paper.

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Personalization of Large Language Models: A Survey

Reference 284

Resolution: metadata mismatch; arxiv_id, observed 2026-05-14T22:23:15.392931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a6fd6f7b-4609-4f32-aa2c-3836634c5454 · inbound

PREF: Reference-Free Evaluation of Personalised Text Generation in LLMs cites this paper.

PREF: Reference-Free Evaluation of Personalised Text Generation in LLMs Personalization of Large Language Models: A Survey

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T22:50:43.704206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c19af27f-1af5-4f1e-bb93-9b2becd709d0 · inbound

No for Some, Yes for Others: Persona Prompts and Other Sources of False Refusal in Language Models cites this paper.

No for Some, Yes for Others: Persona Prompts and Other Sources of False Refusal in Language Models Personalization of Large Language Models: A Survey

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T21:22:14.400564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0525a43d-c216-45af-be74-c497b2226273 · inbound

Autonomy Reshapes How Personalization Affects Privacy Concerns and Trust in LLM Agents cites this paper.

Autonomy Reshapes How Personalization Affects Privacy Concerns and Trust in LLM Agents Personalization of Large Language Models: A Survey

Reference 110

Resolution: verified exact; arxiv_id, observed 2026-05-18T10:11:13.852380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 43474dcd-0a12-41b6-bf7e-40e2a4192f87 · inbound

Tailored untruths: How personalisation challenges LLM safeguards cites this paper.

Tailored untruths: How personalisation challenges LLM safeguards Personalization of Large Language Models: A Survey

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-04T09:55:53.635426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ed45156-f3ad-4a8d-8510-1bfd5ff10d56 · inbound

Effects of Personality- and Opinion-Alignment in Human-AI Interaction cites this paper.

Effects of Personality- and Opinion-Alignment in Human-AI Interaction Personalization of Large Language Models: A Survey

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-03T22:29:24.944145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 114f9e1c-52a9-4bcb-a97b-ab4a91a37d68 · inbound

TiMem: Temporal-Hierarchical Memory Consolidation for Long-Horizon Conversational Agents cites this paper.

TiMem: Temporal-Hierarchical Memory Consolidation for Long-Horizon Conversational Agents Personalization of Large Language Models: A Survey

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-16T17:51:08.900395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e19da4be-c141-4e2e-9ea6-993abe925aa9 · inbound

Synthetic Interaction Data for Scalable Personalization in Large Language Models cites this paper.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Personalization of Large Language Models: A Survey

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:07.334999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d04fe644-1249-476a-828f-78805429ce1b · inbound

Language Models Don't Know What You Want: Evaluating Personalization in Deep Research Needs Real Users cites this paper.

Language Models Don't Know What You Want: Evaluating Personalization in Deep Research Needs Real Users Personalization of Large Language Models: A Survey

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-15T10:35:27.390610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation fa4357c6-86ef-4c3c-8748-5aa14a6cd17e · inbound

High-Stakes Personalization: Rethinking LLM Customization for Individual Investor Decision-Making cites this paper.

High-Stakes Personalization: Rethinking LLM Customization for Individual Investor Decision-Making Personalization of Large Language Models: A Survey

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-13T10:02:23.326692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 673679e7-447e-4ce9-bf13-b5263e3f6246 · inbound

PersonaVLM: Long-Term Personalized Multimodal LLMs cites this paper.

PersonaVLM: Long-Term Personalized Multimodal LLMs Personalization of Large Language Models: A Survey

Reference 49

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T08:05:15.580477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 80fa7dbd-f3e7-4d19-8d71-6f8c76a63627 · inbound

Assessing Capabilities of Large Language Models in Social Media Analytics: A Multi-task Quest cites this paper.

Assessing Capabilities of Large Language Models in Social Media Analytics: A Multi-task Quest Personalization of Large Language Models: A Survey

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:41:01.752660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ee91d762-8915-4647-92c4-bc110045b12c · inbound

Skill-CMIB: Multimodal Agent Skill for Consistent Action via Conditional Multimodal Information Bottleneck cites this paper.

Skill-CMIB: Multimodal Agent Skill for Consistent Action via Conditional Multimodal Information Bottleneck Personalization of Large Language Models: A Survey

Reference 74

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T08:01:28.163139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 53d2809a-199b-41f1-abc6-d192e2b92c47 · inbound

Skill-R1: Agent Skill Evolution via Reinforcement Learning cites this paper.

Skill-R1: Agent Skill Evolution via Reinforcement Learning Personalization of Large Language Models: A Survey

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T06:41:44.774742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d135ecc8-f536-4c77-bdd1-afa7b30b21e4 · inbound

Personal Visual Context Learning in Large Multimodal Models cites this paper.

Personal Visual Context Learning in Large Multimodal Models Personalization of Large Language Models: A Survey

Reference 82

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:06:37.312961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation afccfb93-4100-4713-810a-c20bcf2fa592 · inbound

OLIVIA: Online Learning via Inference-time Action Adaptation for Decision Making in LLM ReAct Agents cites this paper.

OLIVIA: Online Learning via Inference-time Action Adaptation for Decision Making in LLM ReAct Agents Personalization of Large Language Models: A Survey

Reference 79

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T02:27:07.244084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 4088d32c-7ca4-490a-bc20-b2b0a08db61f · inbound

VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions cites this paper.

VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions Personalization of Large Language Models: A Survey

Reference 18

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T17:13:44.646282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e94b8f51-bc9b-4157-a6f6-16c640f596f2 · inbound

SenseJudge: Human-Centric Preference-Driven Judgment Framework cites this paper.

SenseJudge: Human-Centric Preference-Driven Judgment Framework Personalization of Large Language Models: A Survey

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T02:26:27.173029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d0342e11-e4a6-40e0-b77d-52ab6168cc90 · inbound

MemSlides: A Hierarchical Memory Driven Agent Framework for Personalized Slide Generation with Multi-turn Local Revision cites this paper.

MemSlides: A Hierarchical Memory Driven Agent Framework for Personalized Slide Generation with Multi-turn Local Revision Personalization of Large Language Models: A Survey

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-07-03T17:48:46.046181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5b89c189-8db8-4cde-bb90-72955d294bf9 · inbound

User as Engram: Internalizing Per-User Memory as Local Parametric Edits cites this paper.

User as Engram: Internalizing Per-User Memory as Local Parametric Edits Personalization of Large Language Models: A Survey

Reference 75

Resolution: verified exact; arxiv_id, observed 2026-07-04T01:09:19.502438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 11eea6ae-a5a9-4ec5-8b96-ab89b3c00f81 · inbound

Retrieval-Augmented Personalization with Foundation Models for Wearable Stress Detection cites this paper.

Retrieval-Augmented Personalization with Foundation Models for Wearable Stress Detection Personalization of Large Language Models: A Survey

Reference 111

Resolution: verified exact; arxiv_id, observed 2026-06-26T00:28:42.788822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 86a2fcd5-65ed-43f5-815e-38be2b4521f6 · inbound

Invisible Impact of Empathy on Behavioral Change: Isolating the Effect of Empathy in Long-term Physical Activity Coaching Chatbot Interactions cites this paper.

Invisible Impact of Empathy on Behavioral Change: Isolating the Effect of Empathy in Long-term Physical Activity Coaching Chatbot Interactions Personalization of Large Language Models: A Survey

Reference 66

Resolution: verified exact; arxiv_id, observed 2026-07-04T14:29:53.717658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5ad3e257-0e0c-4b80-abd8-a90ca1f748d7 · inbound

Persona Non Grata: LLM Persona-Driven Generations in MCQA are Unstable in Distinct Dimensions cites this paper.

Persona Non Grata: LLM Persona-Driven Generations in MCQA are Unstable in Distinct Dimensions Personalization of Large Language Models: A Survey

Reference 33

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T13:06:58.411953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7ba6b0a4-320e-49e5-8e1a-7801d93ec1bd · inbound

PaperRouter-Agent: A Content-Grounded LLM Agent for Personalized Hierarchical Paper Routing cites this paper.

PaperRouter-Agent: A Content-Grounded LLM Agent for Personalized Hierarchical Paper Routing Personalization of Large Language Models: A Survey

Reference 37

Resolution: malformed identifier; no resolver link, observed 2026-07-14T04:44:31.914813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1121e700-e4d7-4393-aac8-338ecff015ff · inbound

Personalized Image Aesthetic Assessment via Preference-rich Sample Mining and Cohort Merging cites this paper.

Personalized Image Aesthetic Assessment via Preference-rich Sample Mining and Cohort Merging Personalization of Large Language Models: A Survey

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-01T22:28:28.595738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29cdc3a6-6575-4bd9-bd5c-adb3ddaaf836 · inbound

PrefReward: Learning User Preference Matrix for Personalized Text Generation cites this paper.

PrefReward: Learning User Preference Matrix for Personalized Text Generation Personalization of Large Language Models: A Survey

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T08:35:46.407754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bde4e58-85e3-4203-9cc1-8ebc6f6017dc · inbound

FBLayout: Optimizing Memory Layout for Efficient LLM Finetuning on Mobile GPUs cites this paper.

FBLayout: Optimizing Memory Layout for Efficient LLM Finetuning on Mobile GPUs Personalization of Large Language Models: A Survey

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-02T08:23:13.395246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 951c0b64-32a3-44c3-a6c3-2cbe723c93df · inbound

Auditing Alignment Controllability in LLMs via Political Axes cites this paper.

Auditing Alignment Controllability in LLMs via Political Axes Personalization of Large Language Models: A Survey

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-30T20:24:35.325557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3d3bd57-e05f-4cec-9cdd-2b749a8e218f · inbound

Pin Once, Swap Light: Subspace-Aligned Centroid-Residual Training for Efficient Ultra-LoRA Serving cites this paper.

Pin Once, Swap Light: Subspace-Aligned Centroid-Residual Training for Efficient Ultra-LoRA Serving Personalization of Large Language Models: A Survey

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T14:55:44.081944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.