Paper Citation Record · LEDGER

Synthetic Interaction Data for Scalable Personalization in Large Language Models

As of 7 August 2026, this Paper Citation Record lists 100 of 104 outbound references and 2 inbound Pith citation observations for arXiv:2602.12394.

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

pith.paper-citation-record.v1
2602.12394 v2

Coverage vector

measured 100 of 104 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T23:53:09.138233Z

measured 102 of 102 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-11T02:47:23.619345Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T06:46:37.137383Z

Reference resolution

100 of 104 outbound references displayed

verified exact0
verified fuzzy0
unresolved99
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b5bfe7c9-4b66-45a5-8d8c-9d668e9a1e0a · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:00.188808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14796f66-fd39-4ab7-bea6-a6c6958f76e5 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:00.315389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fc4306b-7dde-4e7b-ba3c-44b6ad9f4b5c · outbound

This paper cites Program Synthesis with Large Language Models.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Program Synthesis with Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:00.424199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d61f1daf-28ce-460e-8b49-85c923b3872e · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Constitutional AI: Harmlessness from AI Feedback

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:00.514573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45e9a8da-f951-4f01-be21-58006aefd13a · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:00.691977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b9c6513-628a-4168-801b-fc0af7acb869 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:00.896179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3cf075b-86b6-49f4-8464-430c4b889e5e · outbound

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

Synthetic Interaction Data for Scalable Personalization in Large Language Models Scaling Synthetic Data Creation with 1,000,000,000 Personas

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:01.051590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5bf44d3-cc02-4ce9-a7ed-39dc854c913d · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:01.198905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16a0f5cf-6be6-4a58-a378-e6bb981ca746 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:01.307192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5ee0dfc-3343-43fa-b773-c0bbc967ad42 · outbound

This paper cites Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human Interventions.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human Interventions

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:01.419240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d6087b3-b3bb-41a8-9cd0-14f7b8abaaf5 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:01.563914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f40c658-014c-4e13-bb8c-43ae5dd5ca03 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:01.634515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9faa92d9-0698-4929-adad-dbb61d8026e6 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:01.671211Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc0e4446-52e3-481d-8c6a-5664955c07b6 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:01.726123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 104d5006-d23d-499f-8757-978d9d76d728 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:01.803886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cec9553-14d2-4c94-bd4c-506ee012e420 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:01.860128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 067ea7fc-dd6b-4d30-aa91-46a7d329b5b3 · outbound

This paper cites The Prompt Alchemist: Automated LLM-Tailored Prompt Optimization for Test Case Generation.

Synthetic Interaction Data for Scalable Personalization in Large Language Models The Prompt Alchemist: Automated LLM-Tailored Prompt Optimization for Test Case Generation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:01.945105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d091d356-82f2-4be0-b62d-f74e3ef4984d · outbound

This paper cites HyPerAlign: Interpretable Personalized LLM Alignment via Hypothesis Generation.

Synthetic Interaction Data for Scalable Personalization in Large Language Models HyPerAlign: Interpretable Personalized LLM Alignment via Hypothesis Generation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:02.013695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94a3487b-3df8-41e3-bf83-3efa45d96c93 · outbound

This paper cites A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications.

Synthetic Interaction Data for Scalable Personalization in Large Language Models A Survey on Personalized Alignment -- The Missing Piece for Large Language Models in Real-World Applications

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:02.064452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce093d93-b827-4c39-bb8f-01434575af44 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:02.121170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd788349-908d-4cfe-a9fa-a5301be370c6 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:02.199398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f46e9ee7-9727-47bb-a7f2-f42cc9b0ab7b · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:02.251996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f57808e-6f99-4a3f-b72e-695cb770ba64 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:02.329049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 644b9bf0-a3f4-494f-a052-57417efcf6d1 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:02.414345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1670acc-1c07-4ea6-8623-4be3fe3825a3 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:02.521333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0811e8b1-6b80-4c70-ae9a-8fc9fb1516d7 · outbound

This paper cites CUPID: Evaluating Personalized and Contextualized Alignment of LLMs from Interactions.

Synthetic Interaction Data for Scalable Personalization in Large Language Models CUPID: Evaluating Personalized and Contextualized Alignment of LLMs from Interactions

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:02.636523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a9e55e1-6f71-40bf-93a7-b625f67c5e48 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:02.779195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a551b89-3ebf-4726-aba5-247378ec26bf · outbound

This paper cites RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback.

Synthetic Interaction Data for Scalable Personalization in Large Language Models RLAIF vs. RLHF: Scaling Reinforcement Learning from Human Feedback with AI Feedback

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:02.925439Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0faff033-1357-4883-9e9b-bb7c714807ed · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:03.030775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1df46bbc-ddda-4a61-a1e5-e957ba890a6a · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:03.146112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0fbe002-c5e9-4174-9c51-a59a83f4c723 · outbound

This paper cites From 1,000,000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment.

Synthetic Interaction Data for Scalable Personalization in Large Language Models From 1,000,000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:03.339383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9b27da6-1757-4fb9-8b9e-43f260f67008 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:03.415507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6807cb9f-906c-4ab1-a751-ddbe78879915 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:03.497542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2342313d-bf17-4930-b6ab-0e6f1e714021 · outbound

This paper cites Best Practices and Lessons Learned on Synthetic Data.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Best Practices and Lessons Learned on Synthetic Data

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:03.578108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 876a3181-e8a7-49b0-b94e-e1166c9741a7 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:03.638154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 236f05c4-37ec-49bc-8da9-567e84e4e77d · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:03.724653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bba0904-5aa0-427c-9c93-ed719df0e3ab · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

Synthetic Interaction Data for Scalable Personalization in Large Language Models gpt-oss-120b & gpt-oss-20b Model Card

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:03.813879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 291a1dc3-4185-4466-976e-b3a057515835 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:03.926116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f56a8a4b-8661-4b35-b559-450a752041f1 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:04.048058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 394f5237-f683-4e86-b90f-16248e0945f9 · outbound

This paper cites Improving Context-Aware Preference Modeling for Language Models.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Improving Context-Aware Preference Modeling for Language Models

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:04.181892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50eaea15-d28c-46ce-99a2-81266cf26743 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:04.367074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7ca5aec-656f-4eb8-91a4-1d2c090d7db8 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:04.480060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 296dda8d-aab0-485e-be08-665709e81fc3 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:04.592548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62535f55-6b7e-4879-bbf6-bef85c36dd67 · outbound

This paper cites Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:04.698069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c0e0f51-f07f-47bf-a787-33ba765cdbc2 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:04.881475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4097f1f9-2b1e-42fa-9d27-be6e48199ae8 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:05.001617Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b899d463-5e30-4614-a1b5-c8a4c7b33902 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:05.157494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b07268c8-1bf0-4c86-bc3c-7d3b3ce79e56 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:05.306111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ab505c3-be1c-4438-b825-027446f25572 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:05.443200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7d4dfa5-656e-4245-863a-53d83f596bb8 · outbound

This paper cites Aligning Large Language Models with Implicit Preferences from User-Generated Content.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Aligning Large Language Models with Implicit Preferences from User-Generated Content

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:05.505034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 984e3112-09db-493f-9d36-b696d2f40f14 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:05.588393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22914741-b70d-4325-9f3a-75e29f48af78 · outbound

This paper cites Instant Personalized Large Language Model Adaptation via Hypernetwork.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Instant Personalized Large Language Model Adaptation via Hypernetwork

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:05.673354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fac1e616-8689-4607-aeb9-633db083bf28 · outbound

This paper cites Hashimoto.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Hashimoto

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:05.735365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f1df994-2dc1-41ca-b4e9-96f6b1d46fb5 · outbound

This paper cites Qwen3 Technical Report.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Qwen3 Technical Report

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:05.788334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fafa17bf-9f78-4c1b-9f5d-47d46ae813f4 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:05.875760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 519147eb-bb70-49ef-88d2-86b641669428 · outbound

This paper cites AI PERSONA: Towards Life-long Personalization of LLMs.

Synthetic Interaction Data for Scalable Personalization in Large Language Models AI PERSONA: Towards Life-long Personalization of LLMs

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:05.959207Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8329d9b7-b231-41c4-9ade-9e7971464b6a · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:06.043636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b43b64b-6743-445f-a49a-8e72c3fa2859 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:06.138134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc97b8cc-8556-44c6-988f-39762550e991 · outbound

This paper cites Simple synthetic data reduces sycophancy in large language models.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Simple synthetic data reduces sycophancy in large language models

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:06.224364Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 283e5f07-24b3-4d0a-b34f-68f5268fbbfd · outbound

This paper cites Aligning LLMs with Individual Preferences via Interaction.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Aligning LLMs with Individual Preferences via Interaction

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:06.286835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baaba0e0-8fe3-4dd1-a870-24bc7156384d · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:06.396479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dea3ff23-e2de-476a-9966-b259a49dc5c1 · outbound

This paper cites Self-Supervised Prompt Optimization.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Self-Supervised Prompt Optimization

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:06.457245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a93414b-804e-439f-b3df-f2c24027a33b · outbound

This paper cites Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:06.517012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab2f3fcb-a35c-4092-b53c-3c81c27803e5 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 64

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Observation edfb11fc-e675-4fc6-b9d6-e01425dcd813 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:06.800419Z

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Observation a95a5542-c72d-4030-a343-d25bef019be8 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:06.689309Z

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Observation 7edb6d01-46c3-468a-b5fb-3d158d7324e8 · outbound

This paper cites AFlow: Automating Agentic Workflow Generation.

Synthetic Interaction Data for Scalable Personalization in Large Language Models AFlow: Automating Agentic Workflow Generation

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:07.050716Z

Source-reported events for the cited work

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Observation b7d768bc-a303-4ab7-ad0e-3b30f96e43fb · outbound

This paper cites Evaluating Large Language Models at Evaluating Instruction Following.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Evaluating Large Language Models at Evaluating Instruction Following

Reference 68

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Source-reported events for the cited work

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Observation 7c6248a1-f3bf-471f-909e-6d545ab4cb85 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:07.233847Z

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Observation ff01865c-53d9-449c-a92d-254e1563ace6 · outbound

This paper cites Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:07.178245Z

Source-reported events for the cited work

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

This paper cites Personalization of Large Language Models: A Survey.

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

Reference 71

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Source-reported events for the cited work

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Observation 09bff769-f679-49b8-a3ce-ccf228954e61 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:07.277614Z

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Observation 9c326ae5-de0b-44c2-8bc5-e152aa9c8d18 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 73

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Observation 6f14f295-8967-4e06-b879-ef43dc631eac · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:07.389424Z

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Observation 3cd02d6a-d88d-4d15-9252-a723356c2d22 · outbound

This paper cites OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement.

Synthetic Interaction Data for Scalable Personalization in Large Language Models OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:07.572162Z

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Observation 87b458f7-a5c7-4b01-b5ad-ac56d526673a · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:07.492406Z

Source-reported events for the cited work

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Observation 539674d3-1ecf-4afa-a195-ee695c79bdca · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Instruction-Following Evaluation for Large Language Models

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:07.798572Z

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Observation a3049afd-5660-431a-a842-1fa62b4e4ea7 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:07.639847Z

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Observation 37c04233-55db-4f51-a754-2bac38f91b5d · outbound

This paper cites SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task.

Synthetic Interaction Data for Scalable Personalization in Large Language Models SyntheT2C: Generating Synthetic Data for Fine-Tuning Large Language Models on the Text2Cypher Task

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:07.720548Z

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Observation 618d9974-deca-41ed-9899-948b6fdbc33d · outbound

This paper cites HYDRA: Model Factorization Framework for Black-Box LLM Personalization.

Synthetic Interaction Data for Scalable Personalization in Large Language Models HYDRA: Model Factorization Framework for Black-Box LLM Personalization

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:07.853054Z

Source-reported events for the cited work

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Observation ec9220fa-82e3-4aea-be13-6cc9ca0e9148 · outbound

This paper cites Zhuravlev, Artur R.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Zhuravlev, Artur R

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:07.914416Z

Source-reported events for the cited work

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Observation 68ce63fa-3edb-49ef-b30c-44d7cb8a903a · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:08.052378Z

Source-reported events for the cited work

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Observation 0a492264-1d7e-4c63-8c53-5eb437d44948 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:08.110444Z

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Observation 5ad05c63-67a6-4d91-8c4b-a8b95dae101b · outbound

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Synthetic Interaction Data for Scalable Personalization in Large Language Models Made from galvanized steel tube with powder coating.” T urn 2 User:This helps—but I need it less like an ad

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:08.190792Z

Source-reported events for the cited work

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Observation 8324cb5d-cea3-4035-821e-4d3afc8f27f3 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:08.244423Z

Source-reported events for the cited work

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Observation cf81c4c2-0066-45e2-b99b-0d37db5a5356 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:08.303444Z

Source-reported events for the cited work

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Observation ca736780-0c5b-46df-b7ce-6c8b456addd0 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:08.352840Z

Source-reported events for the cited work

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Observation 97735f4b-0b27-4b31-8c97-d1844c1c887a · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:08.401012Z

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Observation 832f26cd-84c1-4e70-83f1-12960bce7e4f · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:08.453721Z

Source-reported events for the cited work

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Observation 3090adf6-ebc7-458f-8737-34342c035124 · outbound

This paper cites Can you rewrite them so each one says something slightly different + more concrete (like ”spread out big items” vs ”group small items”), still 8–12 words each?.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Can you rewrite them so each one says something slightly different + more concrete (like ”spread out big items” vs ”group small items”), still 8–12 words each?

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:08.512890Z

Source-reported events for the cited work

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Observation 5a854120-7d32-412b-bb96-0201cc233a70 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:08.595523Z

Source-reported events for the cited work

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Observation 5e5b19a0-9cde-4af2-b368-6b505e8c4f5c · outbound

This paper cites Assistant:Absolutely, here’s the refined version based on your feedback: 5 Short Lines About Line Space Flexibility:.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Assistant:Absolutely, here’s the refined version based on your feedback: 5 Short Lines About Line Space Flexibility:

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:08.661191Z

Source-reported events for the cited work

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Observation f442539b-b5b4-407c-86c8-1f8fef563e98 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:08.712024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea262efc-efbc-4fff-8c8a-77f83fb4fbcd · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:08.785323Z

Source-reported events for the cited work

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Observation 2e686d73-e089-4ff1-af34-1450635f8bd9 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:08.843548Z

Source-reported events for the cited work

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Observation 3f8eb081-e35c-43fa-a24c-aa6050f5bd73 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:08.891941Z

Source-reported events for the cited work

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Observation b18c24ea-6bc4-4b77-a665-c6729e704c2e · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:08.968793Z

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Observation 5d6f8e08-1358-42ef-9969-fc16e7a52402 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:09.021205Z

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Observation 8467a7a6-f476-4c1d-a60b-3975a24ce27e · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:09.073658Z

Source-reported events for the cited work

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Observation c02073e4-0836-4da3-b186-e410c2404348 · outbound

This paper cites an unresolved cited work.

Synthetic Interaction Data for Scalable Personalization in Large Language Models Unresolved cited work

Reference 102

Resolution: parse uncertain; no resolver link, observed 2026-08-02T23:53:09.138233Z

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Pith citing papers

Observation e7cd941e-4068-4cc3-96df-f4d38a01a1b5 · inbound

Guardian-as-an-Advisor: Advancing Next-Generation Guardian Models for Trustworthy LLMs cites this paper.

Guardian-as-an-Advisor: Advancing Next-Generation Guardian Models for Trustworthy LLMs Synthetic Interaction Data for Scalable Personalization in Large Language Models

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-06-30T02:16:14.313505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9c66a68c-83c2-402e-b20e-6939fe33fd83 · inbound

Post-training makes large language models less human-like cites this paper.

Post-training makes large language models less human-like Synthetic Interaction Data for Scalable Personalization in Large Language Models

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-06-30T02:16:14.313505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.