Paper Citation Record · LEDGER

Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2402.18571.

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

pith.paper-citation-record.v1
2402.18571 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:31:57.941537Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T07:59:50.977785Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0c1c3830-a08e-4dee-aea8-068e398d2bfe · inbound

Reward Modeling with Ordinal Feedback: Wisdom of the Crowd cites this paper.

Reward Modeling with Ordinal Feedback: Wisdom of the Crowd Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T17:15:47.929415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da1bb913-e86b-4ec3-a51c-8e5b0c49a762 · inbound

Few-shot Steerable Alignment: Adapting Rewards and LLM Policies with Neural Processes cites this paper.

Few-shot Steerable Alignment: Adapting Rewards and LLM Policies with Neural Processes Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T12:38:43.118721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f269a302-d70b-4d9f-af17-0cb8f115d568 · inbound

Reviving The Classics: Active Reward Modeling in Large Language Model Alignment cites this paper.

Reviving The Classics: Active Reward Modeling in Large Language Model Alignment Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-09T11:47:17.638227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5c40558-960e-416e-b402-753a034c8944 · inbound

Bridging HCI and AI Research for the Evaluation of Conversational SE Assistants cites this paper.

Bridging HCI and AI Research for the Evaluation of Conversational SE Assistants Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-08T11:20:48.489366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c8b266c-63c4-4646-98d7-6e4e80215d26 · inbound

Persona-judge: Personalized Alignment of Large Language Models via Token-level Self-judgment cites this paper.

Persona-judge: Personalized Alignment of Large Language Models via Token-level Self-judgment Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:57.941537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63933835-d9dd-44a5-b42f-57788a1a3070 · inbound

Multi-Objective Preference Optimization: Improving Human Alignment of Generative Models cites this paper.

Multi-Objective Preference Optimization: Improving Human Alignment of Generative Models Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T21:08:56.923655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c8814b4-ac09-42a0-8df4-2e87ae403b07 · inbound

OpenReview Should be Protected and Leveraged as a Community Asset for Research in the Era of Large Language Models cites this paper.

OpenReview Should be Protected and Leveraged as a Community Asset for Research in the Era of Large Language Models Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards

Reference 151

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:47.967756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7c8015e-3c13-4bf1-bfbc-7df13e0bfdea · inbound

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment cites this paper.

CALMA: A Process for Deriving Context-aligned Axes for Language Model Alignment Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T18:10:18.299705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 455ce814-39ff-4b23-ac00-f1f8cb8a6233 · inbound

Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains cites this paper.

Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:07:56.859644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6f690dbf-7c73-41e2-8399-c55da0741e86 · inbound

Generating Place-Based Compromises Between Two Points of View cites this paper.

Generating Place-Based Compromises Between Two Points of View Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:01:12.114202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b3524346-517f-4318-8abe-cf6999948d15 · inbound

Response Time Enhances Alignment with Heterogeneous Preferences cites this paper.

Response Time Enhances Alignment with Heterogeneous Preferences Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards

Reference 164

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T04:45:59.808702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e1eb872b-f9b3-4eca-b37c-7cdbd9eec21d · inbound

CLIPer: Tailoring Diverse User Preference via Classifier-Guided Inference-Time Personalization cites this paper.

CLIPer: Tailoring Diverse User Preference via Classifier-Guided Inference-Time Personalization Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T03:50:54.299657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f5a28b24-336f-4925-9cc1-7de381f28271 · inbound

Explaining and Breaking the Safety-Helpfulness Ceiling via Preference Dimensional Expansion cites this paper.

Explaining and Breaking the Safety-Helpfulness Ceiling via Preference Dimensional Expansion Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards

Reference 66

Resolution: verified exact; arxiv_id, observed 2026-05-13T01:57:06.526224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7675384e-1375-4dae-9231-c096f722abec · inbound

Explaining and Breaking the Safety-Helpfulness Ceiling via Preference Dimensional Expansion cites this paper.

Reference 66

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:12:58.887870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1de03b3c-9dc8-4e29-bbd7-4c767030b6f2 · inbound

MOCHA: Multi-Objective Chebyshev Annealing for Agent Skill Optimization cites this paper.

MOCHA: Multi-Objective Chebyshev Annealing for Agent Skill Optimization Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-20T06:13:05.313131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bb1526a0-e8e7-49a9-8bfd-b38fd5a1973e · inbound

Spectral Souping: A Unified Framework for Online Preference Alignment cites this paper.

Spectral Souping: A Unified Framework for Online Preference Alignment Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-21T07:59:50.979793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation dfaca053-4c67-49e6-b91a-07cf2c2eab44 · inbound

Multi-Turn On-Policy Distillation with Prefix Replay cites this paper.

Multi-Turn On-Policy Distillation with Prefix Replay Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards

Reference 148

Resolution: unresolved; no resolver link, observed 2026-07-11T13:53:36.775836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 364a638b-056d-4e49-bf1e-b4ceb9c665a2 · inbound

Multi-Turn On-Policy Distillation with Prefix Replay cites this paper.

Multi-Turn On-Policy Distillation with Prefix Replay Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards

Reference 149

Resolution: unresolved; no resolver link, observed 2026-08-02T08:40:48.709771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5a5977d-de80-4375-9be3-5169aed0a61b · inbound

Beyond Post-Hoc Temperature Scaling: Bilevel Optimization for LLM Calibration cites this paper.

Beyond Post-Hoc Temperature Scaling: Bilevel Optimization for LLM Calibration Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards

Reference 162

Resolution: unresolved; no resolver link, observed 2026-08-15T14:33:57.520968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.