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Paper Citation Record · LEDGER

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models

As of 13 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2608.08082.

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

pith.paper-citation-record.v1
2608.08082 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:34:11.825349Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

66 of 66 outbound references displayed

  • verified exact0
  • verified fuzzy25
  • unresolved38
  • parse uncertain0
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  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fd53723e-dece-4af0-86bd-d2fe2a20d4af · outbound

This paper cites Large Language Diffusion Models.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Large Language Diffusion Models

Reference 1

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no resolver link, observed 2026-08-12T00:34:11.498467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2f0faf1c-df54-485a-82d6-6ff694a8eb93 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 2

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no resolver link, observed 2026-08-12T00:34:11.504273Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.504273Z digest=sha256:8603966b207978b11f4c59a5385a54599cee18cb873ea8b1ace1b9a66029db51

Observation 4a074b38-ad25-448a-8134-9eda1c186f0d · outbound

This paper cites International Conference on Machine Learning (ICML) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models International Conference on Machine Learning (ICML) , year =

Reference 3

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no resolver link, observed 2026-08-12T00:34:11.509283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 80c68659-05d5-46b0-91d7-8192d7e104a7 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 4

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no resolver link, observed 2026-08-12T00:34:11.514544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2deae96c-0d1a-4417-9b47-f784c7a9db08 · outbound

This paper cites Classifier-Free Diffusion Guidance.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Classifier-Free Diffusion Guidance

Reference 5

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no resolver link, observed 2026-08-12T00:34:11.520109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.520109Z digest=sha256:cef455d7adf5ead7424f56f5beef0a08390482b909e908fd6f7126dc7660f7e8

Observation 1ddd522a-d96c-4b39-b641-cdc618a1ce80 · outbound

This paper cites Diffusion Models Beat.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Diffusion Models Beat

Reference 6

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unresolved
no resolver link, observed 2026-08-12T00:34:11.525841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.525841Z digest=sha256:559792d912594b8aacce3537c4fe8da816ee62de1f8756f02af1daa7792a9b75

Observation 9d684765-68f2-415d-b318-1068a8f0956a · outbound

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

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models International Conference on Learning Representations (ICLR) , year =

Reference 7

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unresolved
no resolver link, observed 2026-08-12T00:34:11.532068Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 12fe475c-6e83-45a8-9a13-a70f195989b6 · outbound

This paper cites What Exactly Does Guidance Do in Masked Discrete Diffusion Models.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models What Exactly Does Guidance Do in Masked Discrete Diffusion Models

Reference 8

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metadata mismatch
local_arxiv, observed 2026-08-12T00:34:12.521466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation a3dadb03-5882-4e35-82ab-8f28e518a116 · outbound

This paper cites arXiv preprint arXiv:2507.08965 , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models arXiv preprint arXiv:2507.08965 , year =

Reference 9

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no resolver link, observed 2026-08-12T00:34:11.542573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 9a7529fc-b006-4540-9b1e-5fe22326469d · outbound

This paper cites NeurIPS Workshop on Mathematics of Modern Machine Learning (M3L) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models NeurIPS Workshop on Mathematics of Modern Machine Learning (M3L) , year =

Reference 10

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation e984b52a-71f6-478f-b61b-334f2719407c · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 11

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.556038Z digest=sha256:5aa8dfe2f2ee79e54ea75edca06fd4e32c228582a77afdb12a70fd86dd5fb108

Observation b775f97b-2214-4b53-9591-2f7ee9389f0e · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 12

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 6c5d814c-4daa-44db-82d4-faf1f2efc80d · outbound

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

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models International Conference on Learning Representations (ICLR) , year =

Reference 13

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.566476Z digest=sha256:bdf61b1e9bac866b538db9fb758baf3d60f1c2bf35d84bb14f9001d6080e521c

Observation a766f448-9d18-4983-8979-57bfb92518bc · outbound

This paper cites Analysis of Classifier-Free Guidance Weight Schedulers.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Analysis of Classifier-Free Guidance Weight Schedulers

Reference 14

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.571453Z digest=sha256:4780ea2af532d2fdd0f68cb7535f437e3b027423e1f12885f91bfb11391f673a

Observation ca563cba-aaeb-40bb-a1a0-539814c3f9c5 · outbound

This paper cites Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking

Reference 15

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.576612Z digest=sha256:66342154ef79fb5dab33b93b37f53f98513ce26e52357fb6f843e9177f02e4ca

Observation ff77aa10-1b95-4c0a-9c4d-1998e8cfde69 · outbound

This paper cites Guidance Is Not a Hyperparameter: Learning Dynamic Control in Diffusion Language Models.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Guidance Is Not a Hyperparameter: Learning Dynamic Control in Diffusion Language Models

Reference 16

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local_arxiv, observed 2026-08-12T00:34:12.398481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.582069Z digest=sha256:02e922ca966c0849049dcba8e7f50981b7191efbf177b8c6421c2d1fd02eebfe

Observation e4a9db4a-ed91-4d99-bb55-90455a769b4e · outbound

This paper cites Journal of Statistical Physics , volume =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Journal of Statistical Physics , volume =

Reference 17

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 7a15a3ae-cdd9-453c-9e00-7f9e2a463c74 · outbound

This paper cites Annual Review of Physical Chemistry , volume =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Annual Review of Physical Chemistry , volume =

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation d7c042e4-6650-421d-97da-e73b3b805fb3 · outbound

This paper cites A framework for conditional diffusion modelling with applications in motif scaffolding for protein design.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models A framework for conditional diffusion modelling with applications in motif scaffolding for protein design

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 91bf574a-2513-41ec-9742-2c250f73979a · outbound

This paper cites an unresolved cited work.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Unresolved cited work

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation af7bc467-c116-400e-93d8-2be8c442403c · outbound

This paper cites Estimating Committor Functions via Deep Adaptive Sampling on Rare Transition Paths.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Estimating Committor Functions via Deep Adaptive Sampling on Rare Transition Paths

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.608033Z digest=sha256:8ef4ace02b5f8dad2e08debb5de323f6ab8df00c7f30ddf7efc5c011d601cdcd

Observation 8cb3a6e4-33a5-4ace-89ff-403148c76624 · outbound

This paper cites Conditional Diffusion Guidance under Hard Constraint: A Stochastic Analysis Approach.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Conditional Diffusion Guidance under Hard Constraint: A Stochastic Analysis Approach

Reference 22

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.612972Z digest=sha256:171422af75d6197a04a0001157738285a2e45610b0874df406b235f3eba892c5

Observation ccf7635b-c56e-4e9c-9eb1-5dc11e49c523 · outbound

This paper cites arXiv preprint arXiv:2509.26488 , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models arXiv preprint arXiv:2509.26488 , year =

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 52ed6572-ed38-4c20-a406-f40426d9893a · outbound

This paper cites arXiv preprint arXiv:2601.02076 , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models arXiv preprint arXiv:2601.02076 , year =

Reference 24

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Unavailable: canonical work link unavailable.

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Observation c2c389ee-b218-4de9-b7c1-363c92527f41 · outbound

This paper cites Findings of EMNLP , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Findings of EMNLP , year =

Reference 25

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 90b5632f-fe19-4e5b-995f-9e0aa146f5cf · outbound

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

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models International Conference on Learning Representations (ICLR) , year =

Reference 26

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 2a875d09-8850-4980-93ac-4ca1ac57fd50 · outbound

This paper cites Instruction-Following Evaluation for Large Language Models.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Instruction-Following Evaluation for Large Language Models

Reference 27

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unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 6868bb4e-2177-4e9d-8028-ed3e3c6147ca · outbound

This paper cites Controllable Text Generation with Language Constraints.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Controllable Text Generation with Language Constraints

Reference 28

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unresolved
no resolver link, observed 2026-08-12T00:34:11.642591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b9c72878-bd76-4b4d-8623-43c07ae5569c · outbound

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

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models International Conference on Learning Representations (ICLR) , year =

Reference 29

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 1897f019-62c2-4d3a-a621-7412727b1e21 · outbound

This paper cites an unresolved cited work.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Unresolved cited work

Reference 30

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 08a83005-44d9-4e13-b64c-17dbc2bd6fa4 · outbound

This paper cites , booktitle =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models , booktitle =

Reference 31

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.656670Z digest=sha256:3975174f9c633fe89279d76d099c134636ba4b9f44e7cee43942ff6fdd52a762

Observation d08a839e-6f8f-4e69-8f91-e8e44c7b607b · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 32

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation d61b4674-57e0-4f72-a239-15223180234f · outbound

This paper cites Nature Communications , volume =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Nature Communications , volume =

Reference 33

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verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.932449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 7dd71ab9-916b-45da-abc7-24055cf36786 · outbound

This paper cites Diffusion Models Generate Images Like Painters: an Analytical Theory of Outline First, Details Later.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Diffusion Models Generate Images Like Painters: an Analytical Theory of Outline First, Details Later

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 53c6a860-bf92-4b1a-b6f0-4581f57abb2d · outbound

This paper cites , booktitle =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models , booktitle =

Reference 35

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no resolver link, observed 2026-08-12T00:34:11.676173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.676173Z digest=sha256:2efefcc02e6134ab21a6ca3606cf40e71ee4aca7ff3ba6a6f0d1b7606a7c2e1d

Observation 1d34bc7b-7e42-4a67-ab95-e58a292eb47d · outbound

This paper cites The Entropic Signature of Class Speciation in Diffusion Models.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models The Entropic Signature of Class Speciation in Diffusion Models

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.681238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.681238Z digest=sha256:fae8f703cacf4f9fd05044e55094cd3025118ff2a971484b9b6b2a35c6160d60

Observation f882c8ce-fcba-4ba7-8be5-6457ba25dd82 · outbound

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

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models International Conference on Learning Representations (ICLR) , year =

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.904522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.685991Z digest=sha256:402ba4dc9a42331f6c2f2b7d7632c08da1b034238f9061c94ea974a1f191031f

Observation 6d73b401-81d3-4136-85de-cc78249111c4 · outbound

This paper cites an unresolved cited work.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:34:12.887190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.690287Z digest=sha256:ccdad6886ee02a785b86a5bf620c74026bab3df18d63456455712b8a39e306d9

Observation 619b8581-3bf9-4041-8883-97776eb97757 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.870493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.694967Z digest=sha256:74c72fd751fe1da0d829e5a502c71967e2719a2aa8d12a93b8432bccd485b290

Observation 4587e0a5-4056-4395-86cb-d38161f776f4 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.854240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.699674Z digest=sha256:6f69eb7c8f13b5b4bd4cfe95a6f9ca1db4ded348f98d00c03825d45a3f23450a

Observation f8438fe1-b470-4fd2-8034-3f4288f461a2 · outbound

This paper cites Conference on Language Modeling (COLM) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Conference on Language Modeling (COLM) , year =

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.837865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.704793Z digest=sha256:f0347dc7cc96fbc60a1ef745e0dd5f54f754c0b07a9e35c643a5cf48972b2f34

Observation 3f2ada8b-4672-46ec-a114-dfd2f5f81628 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.821050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.709452Z digest=sha256:50307b64820ec7b0c56c13c3b0b78f57e2a58a7ae16f014d76b223b86dd56fe2

Observation 1381a012-52dd-4abd-ad06-f78c8e2bec67 · outbound

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

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models International Conference on Learning Representations (ICLR) , year =

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.714337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.714337Z digest=sha256:bfe587d3875d1e652554ae2fa4bafed60e193f80391538c10fda6942909c6518

Observation a009e578-9858-470a-a4b4-ac167e27e5c7 · outbound

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

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models International Conference on Learning Representations (ICLR) , year =

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.794442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.718909Z digest=sha256:38e13e2ff117af3441a64ce0f0355bb4934925e6672b24fb79000f859b69af1a

Observation 5c3c790d-59f8-4d24-bd99-2dbc98cd7081 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.777066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.723372Z digest=sha256:de0e5191d987c9ed09b7d7a1a484ff1892cb251a30da12eecc25e84f38210956

Observation 91afad67-093e-475a-ab27-d35067dbc713 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.760404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.727894Z digest=sha256:ab8a41cdfe87e920de6b4cff8d3deed2b7e00ab3977171ae45243f8ad2343133

Observation 2a0c8db2-ce84-472d-8818-355dc13af91b · outbound

This paper cites Discrete Flow Matching.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Discrete Flow Matching

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.732587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.732587Z digest=sha256:2423433379daa0244ead0729761f096c098d06cb3a0300f037e0f9ff5970eac0

Observation d9e3cf81-93f2-4b23-b488-7506f9969369 · outbound

This paper cites International Conference on Machine Learning (ICML) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models International Conference on Machine Learning (ICML) , year =

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.744545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.737639Z digest=sha256:be334deca9b7b2c1d8d6e76a81eeda9353e9a66afedfdef7209354a39ce3c0a8

Observation 862b17f2-b80a-4b86-a3aa-ae9eeabe1b10 · outbound

This paper cites Unlocking Guidance for Discrete State-Space Diffusion and Flow Models.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Unlocking Guidance for Discrete State-Space Diffusion and Flow Models

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.743333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.743333Z digest=sha256:e1d3b96df000186cd2cb32d1cbe11edd7ab89fda16ec2060ae3acbd8069eac1e

Observation 90d2db36-aa2f-48e9-bce2-676b510f6b20 · outbound

This paper cites an unresolved cited work.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Unresolved cited work

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.748756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.748756Z digest=sha256:1fd6bbcca8a9d5b30c868ebd680d58d1ef9d3e793b52467a690c67536cb5cdde

Observation 095dd7e1-bea5-49ef-ae47-20a96f5b380b · outbound

This paper cites an unresolved cited work.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:34:12.718039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.753743Z digest=sha256:acda9fcc959b864f955929c97c7a5c3383fd3855416278237625de3fdc7c6283

Observation 8ca47ada-dde1-4e2a-addd-9e5ca4b9775c · outbound

This paper cites IEEE/CVF International Conference on Computer Vision (ICCV) , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models IEEE/CVF International Conference on Computer Vision (ICCV) , year =

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.701747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.758396Z digest=sha256:e562238d2c00bdf325b9d311ff73adc708bca63824c96269ac44c2dc7597f49b

Observation f2a25a92-c35c-4f9f-a1a7-9961a0cbee8d · outbound

This paper cites , booktitle =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models , booktitle =

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.683528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.763157Z digest=sha256:3a8c5b53a6d1b8b81bf8be9687a6b68e6ad47a9cef762a3d5a571f5e506fc94d

Observation 541a9eb8-13db-4b28-8d49-5fc5b4131483 · outbound

This paper cites Characteristic Guidance: Non-linear Correction for Diffusion Model at Large Guidance Scale.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Characteristic Guidance: Non-linear Correction for Diffusion Model at Large Guidance Scale

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.767909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.767909Z digest=sha256:7221ed328cb338eeafcb3f2d3645c1f9db8954c0fdb43b7518b2d3969c4ce30c

Observation 83dc79b6-09aa-43bb-8cd2-6ed2320f570f · outbound

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

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models International Conference on Learning Representations (ICLR) , year =

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.665468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.772656Z digest=sha256:87a9ed7a91c3461e1e2f3f5195b25bbb594554c36102335dfa5a6f2cb874823a

Observation 995182a3-2de8-48b7-9b54-b945858f6194 · outbound

This paper cites Path Integral Sampler: a stochastic control approach for sampling.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Path Integral Sampler: a stochastic control approach for sampling

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.777500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.777500Z digest=sha256:a1b2a7ba9d904debaa6f4a146b4e6a230dc709dc113c032958f59a656b1a12f4

Observation 3eb8b4df-ce14-4628-9aaf-28078c5dad52 · outbound

This paper cites Diffusion Schr.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Diffusion Schr

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.649496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.782615Z digest=sha256:1d4fb13fe4f79b118398405a81d0a4dc19409462a7bcd726adf3d39ef11673af

Observation 3fc55a90-1a70-426c-ac05-84f7f84e278b · outbound

This paper cites A Phase Transition in Diffusion Models Reveals the Hierarchical Nature of Data.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models A Phase Transition in Diffusion Models Reveals the Hierarchical Nature of Data

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.787257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.787257Z digest=sha256:cc1c4bdfed5ede7b47100b7582b4c146ee76dbe8edca8403b9aad3aaeaa5691c

Observation 0426896d-a22a-4a2a-ba39-ff3f301a569f · outbound

This paper cites The statistical thermodynamics of generative diffusion models: Phase transitions, symmetry breaking and critical instability.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models The statistical thermodynamics of generative diffusion models: Phase transitions, symmetry breaking and critical instability

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.792110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.792110Z digest=sha256:4895375a05348d8b798e7a0140c0609bcc894e140def59a3f67ade99f2fcc729

Observation 22b91b7e-ea9f-4e67-b9e6-d4b3b6b13b59 · outbound

This paper cites arXiv preprint arXiv:2602.04404 , year =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models arXiv preprint arXiv:2602.04404 , year =

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.797014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.797014Z digest=sha256:778c4a2e14a410f77e572c311bcbd72982fe65b92738ca7e761ef711f13cbdce

Observation b40f9dee-2027-4ac0-bf1e-0dbc17795298 · outbound

This paper cites A Fourier Space Perspective on Diffusion Models.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models A Fourier Space Perspective on Diffusion Models

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.801404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.801404Z digest=sha256:60066ee1773b95cc6c9a9782704d80ac8861f598949044830d28cce01d93ef5e

Observation 64c6f1a2-68fb-4718-8d2e-9d93550a0041 · outbound

This paper cites and Xiong, Caiming and Socher, Richard , journal =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models and Xiong, Caiming and Socher, Richard , journal =

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T00:34:12.633491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.806192Z digest=sha256:347a46faa41b687fe599ee1b9152dae53326982447bccb7532823c51f299d592

Observation 35741012-8a45-4f63-a9aa-5b0546786bdb · outbound

This paper cites an unresolved cited work.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:34:12.616729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.810776Z digest=sha256:a46573810a1ff793d0780c53c067ce6a311669de3f7e1728325304885da94fd4

Observation 444ccb84-20e0-47cf-b7ab-7b4f288b31e9 · outbound

This paper cites and Choi, Yejin , booktitle =.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models and Choi, Yejin , booktitle =

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-12T00:34:11.815538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.815538Z digest=sha256:071077e96a92085cd50258adbe7016eab35f1e93080c761913c20a1cce64f56b

Observation afdd91fe-d517-462a-8ee9-118b72bbb630 · outbound

This paper cites an unresolved cited work.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:34:12.589639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.820620Z digest=sha256:52fb8ee568ee2c39a057402ece8bd8bdab4946b760c1aeddca82342f3fdcfa7c

Observation 02d0c5bf-330a-45f9-84b6-507bedd10699 · outbound

This paper cites an unresolved cited work.

Commitment Before Realization: When Classifier-Free Guidance Becomes Unnecessary in Masked Diffusion Language Models Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-12T00:34:12.573178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.825349Z digest=sha256:4e3445670d0bd98fdbf53a2448f15b0043e40ee72d19ffba80bc2fac1a7c2274

Pith citing papers

No inbound Pith citation observations are available.