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Paper Citation Record · LEDGER

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

As of 14 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
  • malformed identifier0
  • 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.

source=arxiv_source observed=2026-08-12T00:34:11.498467Z digest=sha256:9cd54fb7e6ba2e8b11756f2a5c4a68325ca4a23d4752d258539530131944abaf

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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source=arxiv_source observed=2026-08-12T00:34:11.504273Z digest=sha256:d9150730b4ad648cb2d07e70cb9d1ffdef974b7f82c2a61292ee868eadbf3c43

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.

source=arxiv_source observed=2026-08-12T00:34:11.509283Z digest=sha256:be2fb94ebd186d81fbfc3b36466bf291e1fb4465db9ef15351a092bde2dce618

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.

source=arxiv_source observed=2026-08-12T00:34:11.514544Z digest=sha256:5aca54c162061a25ad7f362dd7909a4fc1de5657768b31fb71db844d8fbb0ad2

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=sha256:5b05f8b7330a271b3320e7bb6d6aa0a1d001493d063f25385d33a47e114fbd22

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.525841Z digest=sha256:327c4c4173346b6d3c12623b003a7eaca351190094db7def4bf816d7ef950e68

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.532068Z digest=sha256:aa94ac3e6b1c100f99adb6c31cb9d1cbb86b4f83d43a2a595fdef8b418e10436

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.

source=arxiv_source observed=2026-08-12T00:34:11.537229Z digest=sha256:2c666321a7a995b9834757337217037cbabceacc810eb5afe30ae6dcf301b2a2

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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unresolved
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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no resolver link, observed 2026-08-12T00:34:11.556038Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.556038Z digest=sha256:cd7b6f8172c7b2c4ea494bf14cc0d25de28b2ddb4e5c934c865fe6af109fb2c7

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
raw_fallback, observed 2026-08-12T00:34:13.105994Z

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
raw_fallback, observed 2026-08-12T00:34:13.088302Z

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:f6fa256076ed646758201bd73fb8e98d9c2934c0e22e4c5af79b5af0efbbc41b

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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no resolver link, observed 2026-08-12T00:34:11.571453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.571453Z digest=sha256:51f98fe6cb9728665adc0352685649889d700ed9d8e0fd8c94646f02fddea727

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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no resolver link, observed 2026-08-12T00:34:11.576612Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.576612Z digest=sha256:e895f8fc537b4ca2083c822315492f7f25d37f50f769e0c2a7ab6a600242459b

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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metadata mismatch
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=sha256:0af4251165a891bc3cbb7f78333c5c9279909e6f2c611220d21851ae8adbe128

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.

source=arxiv_source observed=2026-08-12T00:34:11.587644Z digest=sha256:86ed87042a53a76533a0e22b1a32e8baf614e928fa891fad43b74f73ab0220f7

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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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 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

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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.

source=arxiv_source observed=2026-08-12T00:34:11.602640Z digest=sha256:d0b181c4e066ba1a31c37ff6d4e84d3d6bd51783af95f1026c733ad9b0ddb70c

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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metadata mismatch
local_arxiv, observed 2026-08-12T00:34:12.351996Z

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 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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source=arxiv_source observed=2026-08-12T00:34:11.612972Z digest=sha256:fdfd0fc6b23396788a3cc95508bad522a2f0e4e15996863e0f5dac27a0ae51f8

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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unresolved
no resolver link, observed 2026-08-12T00:34:11.617822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.617822Z digest=sha256:9e9267d0129f6330c8d9f50ba87a6d861f89cfa2808380262392afe2f32e7de5

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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no resolver link, observed 2026-08-12T00:34:11.622495Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-12T00:34:11.622495Z digest=sha256:8b6f88e9d5c467508344499b85c9a132735e72d90da4f54ff07a75a97e6e08dd

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.

source=arxiv_source observed=2026-08-12T00:34:11.628136Z digest=sha256:42eb7ced3769c398d5a60871e6e2ae4d698b6173f06ed9ea1bac7818443f40eb

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
raw_fallback, observed 2026-08-12T00:34:13.004632Z

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
no resolver link, observed 2026-08-12T00:34:11.637478Z

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.

source=arxiv_source observed=2026-08-12T00:34:11.642591Z digest=sha256:d30c013a0893050f3e1f2d5483651baa90aad189cda5eff188fab0d22d0c6c90

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
raw_fallback, observed 2026-08-12T00:34:12.989112Z

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=2026-08-12T00:34:11.647402Z digest=sha256:94e9dc198e92b459b7ed30c3bd2dcfd753b141b3cf19d01270f9abbb336b6091

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.

source=arxiv_source observed=2026-08-12T00:34:11.651997Z digest=sha256:c7ba264377684fb23d72ef92573277b85b4075548729345c8ec6b6fcbe2bd2c0

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
raw_fallback, observed 2026-08-12T00:34:12.963730Z

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 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
raw_fallback, observed 2026-08-12T00:34:12.948019Z

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=2026-08-12T00:34:11.661094Z digest=sha256:e4c112b77faa0426ad91495f0d4d15946efe868cd9b878e6a839170a6e765ae2

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=sha256:189bf751f194a646b54f1cc06228427b82164c526a4d46c4bfbf9587afc54720

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=sha256:4c93b3019095c8004677811a7eb0395a7d20dc7c09952134e80edad0e65bb82b

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:b43502b1d35cc3854f72ffa81aca20077f50da884beccb09e5d726c9ae87eed4

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:a718b666c86397664d8d3b054490c202025f6e775338eea25a24e3b446b3661d

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=sha256:6228f32044d812cc2ce24c87ca93d2247e4aa9150955cab133ee2d82d3fff57b

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:b6937e76eec6dd0dc0da26dfeb9d4e1357b34a697ca39a3cf6ec867991875db9

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=sha256:57a9291a76ebdd2f9de06328e8eea9d25bdd5e4254e30b10df903626e59bc4fc

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=sha256:4ba0d7b33e4d29347176c92cd914bc4f303601a84ee136cbffcd84563650b7b8

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=sha256:23c1c0dfbd6270e291ff204fbbe186edb96ecede0117d6135629fd95ee98ef20

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:d18b35ae17230ce11d8876f25776105e54949e3c354313ffb901bb3449b86505

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:a2846c9fe48d2d63c52fb5de085dd406ed04208d1e599a04e70eb3c25cafee0d

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=sha256:2ae9a9a87429302925f0405bb668e8318553abd767b53da84656ad2f2319529d

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=sha256:26331d430a563ab29164150ab510918c46ee3b88d1310a257c63cfc3678337db

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=sha256:6f5bfe6b6713f264d4f2e081c61d8d8d390305fca6c1e65e3f6709737be6b078

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:f85269416ec6aead9d065a1439bbf7088f65ab1acf7013f6ef3978826d6b5203

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=sha256:4dccbfb5d84660ee6f2ded0b8a5ff51fd9cdf5744235fd3ff5e98b05cba7ccbe

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=sha256:2877e2eebb2494772db56d7c747ccf0b330fee0d258deabfdb27fc9d96598d07

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=sha256:63e0b3b18e4748bf04211f8950fba062dcaaa5fa3f3122bfd3314458676dcaca

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=sha256:9e1606bb185d3b205dd16354c983bca8fa518405995ac69b640c2a001b60b9e5

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:d663bd08d06743ec560db5974404788c381ce46176f7bd66670a8fbf1fda38c6

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=sha256:9c1e1e30280b7f30a2150ce5a5219de6b86d7fef057520ace33c035065199e18

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=sha256:24dec2f0c19bf38de96aa69b9342bf991bae8dbfe3b9f6da2b5be87f13f43dbb

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:ba4d73fb70223754aecab4995901bb07e9a099147d91b7e2f52442511cbb8093

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=sha256:39b264629f422e249d808037273f46d2c6e3c4c5e1323b18142f79c9ab7bea24

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=sha256:1d748eb5ff233efa4e430576926a426a1717c111e87c8d325730a1aba6155021

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:faf3a5ccd7c581cbbad3b538e31e8f810c9f1aec2a9072e0673136684ae63d7c

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=sha256:5d2e1aeeb30bdeb48aaba32116f8b1f2255c54487f2ed605c7964fdb55162393

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=sha256:8fc1d1129d2471f81619eab42678b4ede99249efba2efaa2b6d9d15b8ad00df7

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=sha256:425ab8bde91fbb51f2953e057a06631e4f505195e4fc9ea9ff1423d0871c125c

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=sha256:6a980ba10c79b3c2798051850b5e472e36ea1468d52c83fe73f633e1fffc80f5

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=sha256:3e11a83369cbb719d4d14eb7a2952f6085fd4f995b45e0376c00b02b2c921c57

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:bf97527a0526126f6a8eea1ef10245f43a9bd6723f59281c6ca3ee46b289564c

Pith citing papers

No inbound Pith citation observations are available.