Paper Citation Record · LEDGER

Value Augmented Sampling for Language Model Alignment and Personalization

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2405.06639.

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

pith.paper-citation-record.v1
2405.06639 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:31:57.792983Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T21:18:58.014691Z

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 28d2cee9-c5cc-4f25-a1ef-db8916fa8979 · inbound

Emergence and Effectiveness of Task Vectors in In-Context Learning: An Encoder Decoder Perspective cites this paper.

Emergence and Effectiveness of Task Vectors in In-Context Learning: An Encoder Decoder Perspective Value Augmented Sampling for Language Model Alignment and Personalization

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T14:20:23.641335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fd39cdc-c6f3-47bb-8550-8871d311baef · inbound

Inference-Time Alignment in Diffusion Models with Reward-Guided Generation: Tutorial and Review cites this paper.

Inference-Time Alignment in Diffusion Models with Reward-Guided Generation: Tutorial and Review Value Augmented Sampling for Language Model Alignment and Personalization

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T19:50:33.646006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8714e22e-567f-4363-9f27-0c577114942b · inbound

On Almost Surely Safe Alignment of Large Language Models at Inference-Time cites this paper.

On Almost Surely Safe Alignment of Large Language Models at Inference-Time Value Augmented Sampling for Language Model Alignment and Personalization

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-09T16:18:40.693492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5960b33a-5423-454c-b3b5-304c808177ca · inbound

Towards Cost-Effective Reward Guided Text Generation cites this paper.

Towards Cost-Effective Reward Guided Text Generation Value Augmented Sampling for Language Model Alignment and Personalization

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T22:31:18.493155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ebe746f-645e-4137-8152-d5b99b50acd4 · 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 Value Augmented Sampling for Language Model Alignment and Personalization

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T12:31:57.792983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c783997-b118-4c07-92a1-28f4c42c5747 · inbound

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

LoRe: Personalizing LLMs via Low-Rank Reward Modeling Value Augmented Sampling for Language Model Alignment and Personalization

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T11:54:05.948101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28d7c55c-27d9-4503-ad9d-13a8f3f271d3 · inbound

Universal Reasoner: A Single, Composable Plug-and-Play Reasoner for Frozen LLMs cites this paper.

Universal Reasoner: A Single, Composable Plug-and-Play Reasoner for Frozen LLMs Value Augmented Sampling for Language Model Alignment and Personalization

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-22T01:20:52.085102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 750e2506-feb8-4427-b82d-5e28a9a52517 · inbound

From Outcomes to Processes: Guiding PRM Learning from ORM for Inference-Time Alignment cites this paper.

From Outcomes to Processes: Guiding PRM Learning from ORM for Inference-Time Alignment Value Augmented Sampling for Language Model Alignment and Personalization

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:56.712904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36272bd8-8096-4d01-9205-4825fe02531c · inbound

Aligning Frozen LLMs by Reinforcement Learning: An Iterative Reweight-then-Optimize Approach cites this paper.

Aligning Frozen LLMs by Reinforcement Learning: An Iterative Reweight-then-Optimize Approach Value Augmented Sampling for Language Model Alignment and Personalization

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T19:08:14.323757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20763f08-9e12-42df-a381-4d89d1010d84 · inbound

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization cites this paper.

PICACO: Pluralistic In-Context Value Alignment of LLMs via Total Correlation Optimization Value Augmented Sampling for Language Model Alignment and Personalization

Reference 838

Resolution: unresolved; no resolver link, observed 2026-08-06T15:12:44.020713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76f764cb-197a-4e02-8bac-ad017610ec3a · inbound

Controlling Multimodal LLMs via Reward-guided Decoding cites this paper.

Controlling Multimodal LLMs via Reward-guided Decoding Value Augmented Sampling for Language Model Alignment and Personalization

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T19:52:50.217899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3271f3c0-6c7b-4189-9bf2-161b90471adc · inbound

Test-time reward-guided alignment of language models by importance sampling on pre-logit space cites this paper.

Test-time reward-guided alignment of language models by importance sampling on pre-logit space Value Augmented Sampling for Language Model Alignment and Personalization

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T07:23:56.418435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a5b5c44-7609-47d2-a03f-3aa6438459ea · inbound

Selective Safety Steering via Value-Filtered Decoding cites this paper.

Selective Safety Steering via Value-Filtered Decoding Value Augmented Sampling for Language Model Alignment and Personalization

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-06-30T21:05:03.894587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a8d36622-6492-4532-98fa-b1ca879b1058 · inbound

Selective Safety Steering via Value-Filtered Decoding cites this paper.

Selective Safety Steering via Value-Filtered Decoding Value Augmented Sampling for Language Model Alignment and Personalization

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-14T18:59:01.049397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a95c06d5-05af-4733-8f2e-31ca0590582c · inbound

Multi-Objective Exploration and Preference Optimization via Mutual Information cites this paper.

Multi-Objective Exploration and Preference Optimization via Mutual Information Value Augmented Sampling for Language Model Alignment and Personalization

Reference 36

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T21:18:58.016386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d4c7758f-5e0d-4663-8a03-d149eaa72f8a · inbound

Safe Inference-Time Alignment via Lagrangian Reward Augmentation cites this paper.

Safe Inference-Time Alignment via Lagrangian Reward Augmentation Value Augmented Sampling for Language Model Alignment and Personalization

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:47.150308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.