Paper Citation Record · LEDGER

Cautious Context Steering for Language Model Personalization

As of 9 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2608.05813.

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

pith.paper-citation-record.v1
2608.05813 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:03:37.541676Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy2
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 78095518-2691-4c04-936b-dde539db32b6 · outbound

This paper cites LoRe: Personalizing LLMs via Low-Rank Reward Modeling.

Cautious Context Steering for Language Model Personalization LoRe: Personalizing LLMs via Low-Rank Reward Modeling

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T23:03:37.442512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57544cd0-9046-460e-9e34-6a10d56ec82f · outbound

This paper cites Moral Machine or Tyranny of the Majority?.

Cautious Context Steering for Language Model Personalization Moral Machine or Tyranny of the Majority?

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T23:03:37.612779Z

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 ee296505-adf7-43e7-b74d-42ed2c27876a · outbound

This paper cites Comparison-based Active Preference Learning for Multi-dimensional Personalization.

Cautious Context Steering for Language Model Personalization Comparison-based Active Preference Learning for Multi-dimensional Personalization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T23:03:37.507104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f97672c-a771-495f-940e-bd521d1412de · outbound

This paper cites The reward model selection crisis in personalized alignment.arXiv preprint arXiv:2512.23067,.

Cautious Context Steering for Language Model Personalization The reward model selection crisis in personalized alignment.arXiv preprint arXiv:2512.23067,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T23:03:37.512465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ec670eb-9ef6-40db-95d5-c981b3258f4d · outbound

This paper cites A Roadmap to Pluralistic Alignment.

Cautious Context Steering for Language Model Personalization A Roadmap to Pluralistic Alignment

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T23:03:37.522775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e11168a8-14fd-49b2-9556-08e3133d22a9 · outbound

This paper cites Fast: Feature-aware sampling and tuning for personalized preference alignment with limited data.

Cautious Context Steering for Language Model Personalization Fast: Feature-aware sampling and tuning for personalized preference alignment with limited data

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:03:52.782367Z

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 8801be8f-7e00-4d44-a471-d620e869cf51 · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Cautious Context Steering for Language Model Personalization BERTScore: Evaluating Text Generation with BERT

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T23:03:37.536714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bca3bc2-fed0-4dfc-915d-46b16b01d12c · outbound

This paper cites Qwen3 Technical Report.

Cautious Context Steering for Language Model Personalization Qwen3 Technical Report

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-07T23:03:37.532117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9851f76-9950-4a86-b7d9-d6dc8ab95696 · outbound

This paper cites Personalllm: Tailoring llms to individual preferences.

Cautious Context Steering for Language Model Personalization Personalllm: Tailoring llms to individual preferences

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:03:52.767335Z

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 f41fcfae-fc17-46da-b870-35f84bdcc7e9 · outbound

This paper cites UltraFeedback: Boosting Language Models with Scaled AI Feedback.

Cautious Context Steering for Language Model Personalization UltraFeedback: Boosting Language Models with Scaled AI Feedback

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T23:03:37.490880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69015792-71e8-43f0-ad82-a7d0194869c5 · outbound

This paper cites Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging.

Cautious Context Steering for Language Model Personalization Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T23:03:37.501527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f3335eb-be0e-4c40-82b7-874b28e23c02 · outbound

This paper cites Language Model Personalization via Reward Factorization.

Cautious Context Steering for Language Model Personalization Language Model Personalization via Reward Factorization

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-07T23:03:37.517737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.