Paper Citation Record · LEDGER

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs

As of 6 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2606.01024.

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

pith.paper-citation-record.v1
2606.01024 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T17:39:11.170970Z

measured 42 of 42 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 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

42 of 42 outbound references displayed

verified exact3
verified fuzzy0
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch12

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a4f7a2dc-bc49-4b96-90ce-1feab8fe6f27 · outbound

This paper cites an unresolved cited work.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b0d66d8-70b4-40b3-861b-cdfd3db66192 · outbound

This paper cites International Conference on Learning Representations , year=.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs International Conference on Learning Representations , year=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d90defaf-229a-4b5d-bbe6-aebd2e8b1111 · outbound

This paper cites International Conference on Learning Representations , year=.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs International Conference on Learning Representations , year=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1359391e-50f2-49ba-b468-b2a03efd25fc · outbound

This paper cites LLaDA2.0: Scaling Up Diffusion Language Models to 100B.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs LLaDA2.0: Scaling Up Diffusion Language Models to 100B

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T20:46:14.274937Z

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 85c4a120-9228-4b34-abe9-ecf16c19849a · outbound

This paper cites Sdar: A syn- ergistic diffusion-autoregression paradigm for scalable sequence generation.arXiv preprint arXiv:2510.06303.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Sdar: A syn- ergistic diffusion-autoregression paradigm for scalable sequence generation.arXiv preprint arXiv:2510.06303

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:46:14.262520Z

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 947ab651-0c42-47ec-b52e-d9e7c9175778 · outbound

This paper cites Beyond hard masks: Progressive token evolution for diffusion language models.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Beyond hard masks: Progressive token evolution for diffusion language models

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T20:46:14.269679Z

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 9066bd78-db62-409a-83fe-a17ade3912d7 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Advances in Neural Information Processing Systems , volume=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a14c2ad6-cab5-45b2-94ac-6778927f90c4 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Advances in Neural Information Processing Systems , volume=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 477aa3e4-e9d4-40ba-8e69-49c45af6adcd · outbound

This paper cites Proceedings of the 41st International Conference on Machine Learning , year=.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Proceedings of the 41st International Conference on Machine Learning , year=

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 331788a4-b3ac-48a1-9eb4-9df870b72496 · outbound

This paper cites Discrete Stochastic Localization for Non-autoregressive Generation.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Discrete Stochastic Localization for Non-autoregressive Generation

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T20:46:14.272154Z

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 e7a25d7b-aa43-4329-9aa5-081b90a4912f · outbound

This paper cites The Thirteenth International Conference on Learning Representations , year=.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs The Thirteenth International Conference on Learning Representations , year=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbc3081d-b39d-4663-81c8-fac11fe2f693 · outbound

This paper cites Mercury: Ultra-Fast Language Models Based on Diffusion.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Mercury: Ultra-Fast Language Models Based on Diffusion

Reference 12

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T20:46:14.277498Z

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 707c6bdc-d71b-4b16-aa0c-86ada959e637 · outbound

This paper cites Proceedings of the 42nd International Conference on Machine Learning , year=.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Proceedings of the 42nd International Conference on Machine Learning , year=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24d64394-46eb-4135-8ca2-998768434179 · outbound

This paper cites arXiv preprint arXiv:2602.01362 , year=.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs arXiv preprint arXiv:2602.01362 , year=

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:46:14.282739Z

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 e7de4b82-6195-451d-b9dc-452d184e9892 · outbound

This paper cites Dream 7B: Diffusion Large Language Models.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Dream 7B: Diffusion Large Language Models

Reference 15

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T20:46:14.267752Z

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 1d089f4d-580c-45ed-8e06-58e84ceb9873 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Advances in Neural Information Processing Systems , volume=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abc7e4ab-8c2a-4f6e-9495-ed98592e7df0 · outbound

This paper cites Diffusion-.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Diffusion-

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e5519d0-ca5f-4b31-a9fb-c1616a5017d0 · outbound

This paper cites Continuous diffusion for categorical data.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Continuous diffusion for categorical data

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T20:46:14.269971Z

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 2762e1c6-0693-4aa0-b973-5e4d760bb851 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Advances in Neural Information Processing Systems , volume=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e68fa99-dab0-4da9-a262-537e527efbb7 · outbound

This paper cites 2023 , address=.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs 2023 , address=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7fb15f5-4e1d-4a5b-a6f4-c5956c224e86 · outbound

This paper cites Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages=.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5b32a72-9221-4594-bc6d-545925579f56 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Advances in Neural Information Processing Systems , volume=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6023c48-a3ee-4134-b61a-f8e588042a05 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Advances in Neural Information Processing Systems , volume=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b74be104-94f2-4849-9579-e28ff8cae792 · outbound

This paper cites Fine-Tuning Masked Diffusion for Provable Self-Correction.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Fine-Tuning Masked Diffusion for Provable Self-Correction

Reference 24

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T20:46:14.284964Z

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 0e4092a3-c70b-4d7b-b303-7781e75e1e54 · outbound

This paper cites Anchored Diffusion Language Model.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Anchored Diffusion Language Model

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:46:14.279785Z

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 51da33a0-1349-4605-819f-63f8d9a3f086 · outbound

This paper cites an unresolved cited work.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d615783-d21f-4997-8d95-4e973b2275da · outbound

This paper cites and Lapata, Mirella , booktitle=.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs and Lapata, Mirella , booktitle=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21419d16-2bd4-4531-88ea-1a27e39a8ae0 · outbound

This paper cites Abstractive Text Summarization using Sequence-to-sequence.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Abstractive Text Summarization using Sequence-to-sequence

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f20cba4-dbbd-45aa-a886-d55129db56f9 · outbound

This paper cites 2019 , address=.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs 2019 , address=

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4319f403-2eb7-4a81-9cd2-3208cbac29e0 · outbound

This paper cites Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) , pages=.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) , pages=

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ba9bb84-87fa-43c8-8652-21ad8927be0d · outbound

This paper cites Scaling behavior of discrete diffusion language models.CoRR, abs/2512.10858.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Scaling behavior of discrete diffusion language models.CoRR, abs/2512.10858

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T20:46:14.280049Z

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 13ccd482-903e-4e61-97ef-801998765c0a · outbound

This paper cites LangFlow: Continuous Diffusion Rivals Discrete in Language Modeling.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs LangFlow: Continuous Diffusion Rivals Discrete in Language Modeling

Reference 32

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T20:46:14.261479Z

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 8c28019c-ded2-4b44-a9e5-fd83ffac1a07 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Advances in Neural Information Processing Systems , volume=

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8c50a92-6562-4189-934c-8672d28e6a79 · outbound

This paper cites The Eleventh International Conference on Learning Representations , year=.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs The Eleventh International Conference on Learning Representations , year=

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82e33a9f-e6ea-4aff-bf53-42d188df6942 · outbound

This paper cites Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) , pages=.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) , pages=

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c310c3cf-f474-4d75-accf-817a7cf6a70b · outbound

This paper cites an unresolved cited work.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39fc371b-4f72-42de-99db-911c3c38a8eb · outbound

This paper cites Flow Map Language Models: One-step Language Modeling via Continuous Denoising.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Flow Map Language Models: One-step Language Modeling via Continuous Denoising

Reference 37

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T20:46:14.256354Z

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 8fc819f0-7aa1-4901-9ef2-3421b98358f5 · outbound

This paper cites an unresolved cited work.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 759dead9-e174-4afb-8358-c94f9612234c · outbound

This paper cites Introspective Diffusion Language Models.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Introspective Diffusion Language Models

Reference 39

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T20:46:14.277343Z

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 8c04cba7-8c99-4cb7-bd85-2ec291b4a099 · outbound

This paper cites , journal=.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs , journal=

Reference 40

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53019029-aec6-4bd9-9a2f-27d89795909e · outbound

This paper cites an unresolved cited work.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-06-28T17:39:11.170970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63c21727-814a-4a73-97c9-547f37d4197b · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Training Verifiers to Solve Math Word Problems

Reference 42

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T20:46:14.251984Z

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

No inbound Pith citation observations are available.