Paper Citation Record · LEDGER

Preference Heads in Large Language Models: A Mechanistic Framework for Interpretable Personalization

As of 6 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 1 inbound Pith citation observation for arXiv:2604.22345.

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

pith.paper-citation-record.v1
2604.22345 v1

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-08T11:54:00.534693Z

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-08T02:01:14.533941Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-05-11T23:01:15.243683Z

Reference resolution

5 of 5 outbound references displayed

verified exact1
verified fuzzy3
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 70b6300d-6d9b-4a15-8357-7ed031eb5895 · outbound

This paper cites Richard Yuanzhe Pang, Weizhe Yuan, He He, Kyunghyun Cho, Sainbayar Sukhbaatar, and Jason 10 Weston.

Preference Heads in Large Language Models: A Mechanistic Framework for Interpretable Personalization Richard Yuanzhe Pang, Weizhe Yuan, He He, Kyunghyun Cho, Sainbayar Sukhbaatar, and Jason 10 Weston

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:52:25.961533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0f74697c-cd93-40ab-83b0-86f7339d9936 · outbound

This paper cites Yuxing Tian, Fengran Mo, Weixu Zhang, Yiyan Qi, and Jian-Yun Nie.

Preference Heads in Large Language Models: A Mechanistic Framework for Interpretable Personalization Yuxing Tian, Fengran Mo, Weixu Zhang, Yiyan Qi, and Jian-Yun Nie

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:52:25.954943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e011a868-9a07-4522-9692-0707a96d83ce · outbound

This paper cites Mengru Wang, Ziwen Xu, Shengyu Mao, Shumin Deng, Zhaopeng Tu, Huajun Chen, and Ningyu Zhang.

Preference Heads in Large Language Models: A Mechanistic Framework for Interpretable Personalization Mengru Wang, Ziwen Xu, Shengyu Mao, Shumin Deng, Zhaopeng Tu, Huajun Chen, and Ningyu Zhang

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T13:52:25.958119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9ada45c1-c0a4-4804-bb73-0e1be60ab7bb · outbound

This paper cites an unresolved cited work.

Preference Heads in Large Language Models: A Mechanistic Framework for Interpretable Personalization Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-05-26T13:52:25.964308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d38570c0-5986-49f2-b308-f7cf0320e993 · outbound

This paper cites Jinghao Zhang, Yuting Liu, Wenjie Wang, Qiang Liu, Shu Wu, Liang Wang, and Tat-Seng Chua.

Preference Heads in Large Language Models: A Mechanistic Framework for Interpretable Personalization Jinghao Zhang, Yuting Liu, Wenjie Wang, Qiang Liu, Shu Wu, Liang Wang, and Tat-Seng Chua

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:26:10.284912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

Observation 0a3081a2-a996-4381-9874-4a6ff56b5f59 · inbound

Learning to Route Queries to Heads for Attention-based Re-ranking with Large Language Models cites this paper.

Learning to Route Queries to Heads for Attention-based Re-ranking with Large Language Models Preference Heads in Large Language Models: A Mechanistic Framework for Interpretable Personalization

Reference 60

Resolution: verified exact; local_arxiv, observed 2026-05-11T23:01:15.251362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.