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Paper Citation Record · LEDGER

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

As of 12 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 2026-08-12T06:34:41.77262+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

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  • verified fuzzy25
  • unresolved38
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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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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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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

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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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Source-reported events for the cited work

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

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Unavailable: canonical work link unavailable.

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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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.532068Z digest=sha256:94b7b58ededde0a22b120a9603521418d92ddbf0ad5c89581d39ab36be6e12a9

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.537229Z digest=sha256:fd3474c616e573720a467477c2ce826008ac643e20c09e11d72a9b6f4d49c285

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

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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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+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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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

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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 2026-08-12T06:34:41.77262+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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.566476Z digest=sha256:809963aa9ee18a8cda4962066f990f07345f77757067a518fa599eada1a7b9d5

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

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source=arxiv_source observed=2026-08-12T00:34:11.571453Z digest=sha256:1f37b36420beca62ee135a71c06cd8d9f18aa145fa638fbe2039b153a22e8c4d

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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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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.582069Z digest=sha256:36bef4e1c476f7e3c41ace2acfdacf0459f3c555533f38cf9eb36462491afeda

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+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 2026-08-12T06:34:41.77262+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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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 2026-08-12T06:34:41.77262+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 2026-08-12T06:34:41.77262+00:00.

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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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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

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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 2026-08-12T06:34:41.77262+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 2026-08-12T06:34:41.77262+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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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
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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

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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 2026-08-12T06:34:41.77262+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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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 2026-08-12T06:34:41.77262+00:00.

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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

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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 2026-08-12T06:34:41.77262+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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.676173Z digest=sha256:d56a07c594bb36249a87cfad68641594b41d319bca861566369f9203682e0dcb

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:e59d5b8b0a7d85935e13ba196c1d1ff96b0000c0ddeac9abb9d6c6ab61bc0d60

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.685991Z digest=sha256:1db4d61a11035a79b7e2873b7bcd8ecae67e28233b184d1d95f6e4a560aea09d

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.690287Z digest=sha256:04f08fb7607ce914c0858e64ced494fd3a455c6a08958ac7736bd4d492768e93

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.694967Z digest=sha256:6427b4b9b8f31128b6bf7d997b7b999f4411551d294ba29b58b0d363f32fa658

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.699674Z digest=sha256:08c48bfbb1c25e075322088ad6ac17b0e095e8a9774444336701550a9dda2f1d

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.704793Z digest=sha256:f6c5251228bf1a136e9d2e1973c3998f3d8cc819f53806b76fbdb8c62bd0bb37

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.709452Z digest=sha256:94a3920d5cc2db4467ef3d1c81aa988d31570054b2ea1e363445f3c7ced99fe2

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=sha256:5ce0fabda439a9b4f6cb9659b3fef3443438aaef6413748debeac7b51109fe83

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.718909Z digest=sha256:8522fe250a0f73abfae562063969b961df9925e9cf5f2c3c1636d720d5fe84c0

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.723372Z digest=sha256:3f5f2f0816efbb0c00b49e546d1d950954db8a7fc29d67ac378ee33ff36e0db2

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.727894Z digest=sha256:ebf64be4fc490cb09bf8dd2b80525f09eecf2262d51effca28c37d179b81bab8

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:ad7a952fd078188319f40d3902c9015695df15f360cae8334b5cc6fba0788613

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.737639Z digest=sha256:9d376133d8d5b08efb4b0359e682119af3a2b2b7ce43221ee8884d04c831c3be

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=sha256:54dc34027bd1e5331c04745e70145050c2568349f11c9cff1ddea1c851f182af

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:f0fc383b30ccd12482fc57940f3398f21ecba954f8e0125e627ac8981c3d82be

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.753743Z digest=sha256:15befe6aad7bcc4301260c7a28aa68548ec81310bd02ae407741ef6bd1ecce99

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.758396Z digest=sha256:201ac5ffef50b8c6ad49f6a8a7eadd329d0654ad4f288918d8967b0f08a5ed51

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.763157Z digest=sha256:8cc9d95830539886a1b0f6e0c6d6d738763fa3c4a8607682b7f3e17ea776e045

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:f1f15c1c91ef4969044920d1d4b44fc79dc9d3dbf7c7e515f93810156bd8ccfe

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.772656Z digest=sha256:4a4077754b4b77358bd44815f262ad5e2533bc4aa9706186f71c6b3cc153ae58

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:c9d098a5a3a1679128b83d11560324ce52a758094715c7e22ef0f946f521f71a

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.782615Z digest=sha256:19a1e007b50737e006b7e0f1a6345e06076cd52ce472a6dfe1dd0d3824fa69c8

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:cbaf2c9972226cb650c9fd39dc2c19c6d7c6540276df569c93598e4fef5adab4

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:a49fad4e9fb820a1e48f727761ca5187a5adcfe04a7867918d5f76e3169d37e0

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:cd004376c1022b3469567f4430f7724b5b489b5932650103a33ecb5495212bf0

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=sha256:06d57e7e71d58c582dfae48b1200f0478157e449cab3f68fb8aba1b3ff002bd2

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.806192Z digest=sha256:929e11681c0e26220f4cef438259fc34e66e1346241d48afa2a21f874c1190e9

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.810776Z digest=sha256:7b7549aafc91e6dcc44ee9d9ecffde2204b3728f8daaadc8970c306f3855cf33

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:be1f99a00737a64ba1ef766e665a9ec9189d35397c61e99210f9aef181f43a81

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.820620Z digest=sha256:20d5e083dcdfdd836bed4c618bd511c8971b46a05b4910ca40799022a5b976bc

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 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-08-12T00:34:11.825349Z digest=sha256:0f83f7b60bc531ae56dfc9486a5d0c4ef19e4935bfcda11624ed7f4f946562c0

Pith citing papers

No inbound Pith citation observations are available.