Paper Citation Record · LEDGER

Learning Unmasking Policies for Diffusion Language Models

As of 10 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 10 inbound Pith citation observations for arXiv:2512.09106.

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

pith.paper-citation-record.v1
2512.09106 v4

Coverage vector

measured 4 of 4 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T17:33:34.899803Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T06:26:47.627384Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T09:17:48.799710Z

Reference resolution

4 of 4 outbound references displayed

verified exact0
verified fuzzy0
unresolved3
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 78ba2467-108a-4f9f-85a1-2105d68eaaaf · outbound

This paper cites an unresolved cited work.

Learning Unmasking Policies for Diffusion Language Models Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T17:33:34.562820Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 930bfeb7-0e42-4d41-921f-7b7ad32726ec · outbound

This paper cites an unresolved cited work.

Learning Unmasking Policies for Diffusion Language Models Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T17:33:34.716327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74bbf3e2-dd20-4517-b4ba-18d30c7c4564 · outbound

This paper cites expert policy.

Learning Unmasking Policies for Diffusion Language Models expert policy

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T17:33:34.899803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6b25756-efff-4f2a-ab3f-5cc688d458a0 · outbound

This paper cites Qwen2.5 Technical Report.

Learning Unmasking Policies for Diffusion Language Models Qwen2.5 Technical Report

Reference 2025

Resolution: malformed identifier; no resolver link, observed 2026-08-03T17:33:34.484744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b24027b3-fc40-43be-b322-af438d5a4319 · inbound

Reconsidering Positional Supervision in Masked Diffusion Language Model Training cites this paper.

Reconsidering Positional Supervision in Masked Diffusion Language Model Training Learning Unmasking Policies for Diffusion Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T06:26:47.627384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 715357e3-48f5-4067-ae9f-272a77263fa4 · inbound

Dependency-Guided Parallel Decoding in Discrete Diffusion Language Models cites this paper.

Dependency-Guided Parallel Decoding in Discrete Diffusion Language Models Learning Unmasking Policies for Diffusion Language Models

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-06-03T01:05:08.165130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c59cbc0b-bc90-4abc-99cf-e870e968b251 · inbound

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models cites this paper.

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Learning Unmasking Policies for Diffusion Language Models

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-06-29T23:14:01.657926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3bb63792-3bb7-408f-8ba8-0e1d4a781fdb · inbound

Fixed-Point Masked Generative Modeling cites this paper.

Fixed-Point Masked Generative Modeling Learning Unmasking Policies for Diffusion Language Models

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-06-28T23:22:47.309225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8390336b-134c-4e21-9ca1-249b4b23b2d2 · inbound

Adaptive Order Policies for Masked Diffusion cites this paper.

Adaptive Order Policies for Masked Diffusion Learning Unmasking Policies for Diffusion Language Models

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-06-28T23:42:49.804952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b40d1959-f034-4b3c-9716-c1617547e2cb · inbound

Re-evaluating Confidence Remasking in Masked Diffusion Language Models cites this paper.

Re-evaluating Confidence Remasking in Masked Diffusion Language Models Learning Unmasking Policies for Diffusion Language Models

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-07-03T09:17:48.800850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8f622027-1e51-43c6-90fc-d4f4ba497d6d · inbound

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation cites this paper.

Discrete Diffusion Models: A Unified Framework from Tokenization to Generation Learning Unmasking Policies for Diffusion Language Models

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-02T05:17:34.231807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51910049-2dcf-44eb-8871-53b655216476 · inbound

Mask-Aware Policy Gradients for Diffusion Language Models cites this paper.

Mask-Aware Policy Gradients for Diffusion Language Models Learning Unmasking Policies for Diffusion Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T23:55:56.109578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a561d792-0a32-40cd-9fa0-c6547937811e · inbound

One-step lowest-variance selection in a Gaussian random-field model motivated by masked diffusion: Total correlation and a square root collision threshold cites this paper.

One-step lowest-variance selection in a Gaussian random-field model motivated by masked diffusion: Total correlation and a square root collision threshold Learning Unmasking Policies for Diffusion Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T17:48:37.857182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 630ef427-775b-4282-9ee7-c53c892017c0 · inbound

From Interface to Inference: Eliciting Any-Order Inference from Any-Order Models cites this paper.

From Interface to Inference: Eliciting Any-Order Inference from Any-Order Models Learning Unmasking Policies for Diffusion Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T14:25:37.267934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.