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Paper Citation Record · LEDGER

Simple and Effective Masked Diffusion Language Models

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 61 inbound Pith citation observations for arXiv:2406.07524.

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

pith.paper-citation-record.v1
2406.07524 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 61 of 61 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T15:01:05.218562Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

12
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 7e7658b8-5ad6-4b95-98a5-b9ebda3c2b53 · inbound

Diffusion Policy Policy Optimization cites this paper.

Diffusion Policy Policy Optimization Simple and Effective Masked Diffusion Language Models

Reference 83

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arxiv_id, observed 2026-05-16T08:48:14.991270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-16T08:48:14.776754Z digest=sha256:753a3ead3431a72a522aae98833022df850c7cb3bb28cbe7cd85d5007cdb00ef

Observation b9f09519-df2b-49eb-b759-fe0dc96910dc · inbound

Latent Thought Models with Variational Bayes Inference-Time Computation cites this paper.

Latent Thought Models with Variational Bayes Inference-Time Computation Simple and Effective Masked Diffusion Language Models

Reference 23

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source=pdf_text observed=2026-08-09T15:01:05.218562Z digest=sha256:d4070e64637803171f5ef0569336bf5b7680a893fa9b0f4002617b45301d0c1a

Observation 025c07d4-cfa7-459f-8ff5-a347b04b23df · inbound

Enabling Autoregressive Models to Fill In Masked Tokens cites this paper.

Enabling Autoregressive Models to Fill In Masked Tokens Simple and Effective Masked Diffusion Language Models

Reference 37

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no resolver link, observed 2026-08-08T17:10:39.816372Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T17:10:39.816372Z digest=sha256:e1dcbf46eec6a0a47066712e0bed2d18d96c1bad2084e87dcd1cff856830a642

Observation 7e394bad-cd74-4766-abd8-071a11b9f8b1 · inbound

Large Language Diffusion Models cites this paper.

Large Language Diffusion Models Simple and Effective Masked Diffusion Language Models

Reference 20

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verified exact
arxiv_id, observed 2026-05-11T01:42:55.078937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-11T01:42:54.279353Z digest=sha256:9fba977f6a5a245c7710809f3004c9a3d8b001a1fb820f078bfec9d2defc2b01

Observation 23dd60f1-ea3c-4902-bfc3-dba6b27defde · inbound

Diffusion and Flow Matching Models for Tabular Data: A Survey cites this paper.

Diffusion and Flow Matching Models for Tabular Data: A Survey Simple and Effective Masked Diffusion Language Models

Reference 135

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arxiv_id, observed 2026-05-25T08:05:31.300966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-25T08:00:32.132054Z digest=sha256:0622fd90156755bd342409af4637cf1278a272c21cb002b3c2586ef5bc314ed6

Observation e7475394-6ea5-4e0c-9ed7-246eb2dc315c · inbound

LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning cites this paper.

LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning Simple and Effective Masked Diffusion Language Models

Reference 40

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arxiv_id, observed 2026-05-17T03:46:06.181114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-17T03:46:06.074416Z digest=sha256:803c6dc98c1d327f3100a2e032605fdcb9519df696ac6a7b98b47b559e6e8639

Observation bf2025af-1ef3-46cb-b491-caf6e9cafd3b · inbound

Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models cites this paper.

Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models Simple and Effective Masked Diffusion Language Models

Reference 9

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no resolver link, observed 2026-08-07T14:57:46.202783Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:57:46.202783Z digest=sha256:08a3eb3ab378903d0ac77e23dada812720a365ea833bb1e55fb1e26ec2c18410

Observation ca845ee7-240f-46c5-9962-935a807488eb · inbound

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

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking Simple and Effective Masked Diffusion Language Models

Reference 30

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no resolver link, observed 2026-08-07T14:01:50.400262Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:01:50.400262Z digest=sha256:8d100c5924de6ef5323120ccf559868cac90c276895983189425f5809dc3dbe6

Observation 645af2e3-e2ec-46da-a821-dc0e671c2e16 · inbound

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding cites this paper.

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding Simple and Effective Masked Diffusion Language Models

Reference 27

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arxiv_id, observed 2026-05-16T04:28:02.394605Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-16T04:28:02.231373Z digest=sha256:3072012f23b5ef05f6387daf3000d717428f495cc19f177085db7cfc0a31c05e

Observation e03de873-9d8a-4da0-82e2-211c2a5b2c4e · inbound

Learning Distributions over Permutations and Rankings with Factorized Representations cites this paper.

Learning Distributions over Permutations and Rankings with Factorized Representations Simple and Effective Masked Diffusion Language Models

Reference 32

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no resolver link, observed 2026-08-07T12:35:33.520442Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:35:33.520442Z digest=sha256:103f1d8cb07821f70eed854f9bdb7530e486d0e1e7d72bda80a6468b01b227e8

Observation 825c281e-271c-4174-9368-3695d89a34c3 · inbound

Neuro-Symbolic Generative Diffusion Models for Physically Grounded, Robust, and Safe Generation cites this paper.

Neuro-Symbolic Generative Diffusion Models for Physically Grounded, Robust, and Safe Generation Simple and Effective Masked Diffusion Language Models

Reference 2012

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no resolver link, observed 2026-08-07T11:58:39.561862Z

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source=pdf_text observed=2026-08-07T11:58:39.561862Z digest=sha256:3e89adc550d2b343ee7d30f4020fde65bec4c2c546131299f4a907fea78da94a

Observation 94f39c7c-3cfd-4e4d-8b3a-a1bb73989b76 · inbound

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

Mercury: Ultra-Fast Language Models Based on Diffusion Simple and Effective Masked Diffusion Language Models

Reference 36

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arxiv_id, observed 2026-05-17T02:05:18.913763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-17T02:05:18.834924Z digest=sha256:61b4cba62a337742b54ed49757690e4a6082230c23aef52b1fee0b42282c6c6e

Observation 6f21aeaf-a294-47c3-a405-6ee61bd6c6d5 · inbound

Diffusion Tree Sampling: Scalable inference-time alignment of diffusion models cites this paper.

Diffusion Tree Sampling: Scalable inference-time alignment of diffusion models Simple and Effective Masked Diffusion Language Models

Reference 59

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no resolver link, observed 2026-08-06T22:59:48.092282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:59:48.092282Z digest=sha256:98373c3dc81d9fad9c6ca5db5f25b5208f396af7b7e2f68594aff004a2b5f391

Observation f836a96f-dca2-4bc4-ade2-12ddde48a7ac · inbound

Flexible Language Modeling in Continuous Space with Transformer-based Autoregressive Flows cites this paper.

Flexible Language Modeling in Continuous Space with Transformer-based Autoregressive Flows Simple and Effective Masked Diffusion Language Models

Reference 56

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no resolver link, observed 2026-08-06T21:24:25.971758Z

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source=pdf_text observed=2026-08-06T21:24:25.971758Z digest=sha256:a0735f74f99317b56fb80e376bf698b613d693d00f11f157a2a2ff8dd5b98cb7

Observation 85741747-df24-4df4-ac4a-027512121e48 · inbound

Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference cites this paper.

Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference Simple and Effective Masked Diffusion Language Models

Reference 12

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arxiv_id, observed 2026-05-15T16:17:50.277438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T16:17:50.215935Z digest=sha256:f5cc750a3cb8e0b1be062bc0fd6343d355547f8bf990d542cf18676db5eb53bd

Observation 6d09554b-2502-482e-b774-434738a927a0 · inbound

Masked Diffusion Language Models with Frequency-Informed Training cites this paper.

Masked Diffusion Language Models with Frequency-Informed Training Simple and Effective Masked Diffusion Language Models

Reference 30

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no resolver link, observed 2026-08-05T05:46:29.058982Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T05:46:29.058982Z digest=sha256:932a617e5c86e25b0daea2c295adace64a9b5cef4096f907c25e4bb15f17cf55

Observation 77add2a8-dd7f-4c50-99f8-46b66d3c1261 · inbound

CANDI: Hybrid Discrete-Continuous Diffusion Models cites this paper.

CANDI: Hybrid Discrete-Continuous Diffusion Models Simple and Effective Masked Diffusion Language Models

Reference 27

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no resolver link, observed 2026-08-04T08:09:20.104913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T08:09:20.104913Z digest=sha256:25127fed9833f3228856d8410e19b4b132631fd5c699e9a96fd5ef8f6c036f0b

Observation 5f607a64-ecca-47dd-9a61-6e7b14a59aea · inbound

T$^\star$: Progressive Block Scaling for Masked Diffusion Language Models Through Trajectory Aware Reinforcement Learning cites this paper.

T$^\star$: Progressive Block Scaling for Masked Diffusion Language Models Through Trajectory Aware Reinforcement Learning Simple and Effective Masked Diffusion Language Models

Reference 16

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no resolver link, observed 2026-08-03T10:09:23.437521Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T10:09:23.437521Z digest=sha256:ba164ff096a9d4703073698088570fa09121bf716a6dd735e61d78d3dc33240f

Observation af3e6846-c656-40f9-9513-5a116578cf7e · inbound

DSB: Dynamic Sliding Block Scheduling for Diffusion LLMs cites this paper.

DSB: Dynamic Sliding Block Scheduling for Diffusion LLMs Simple and Effective Masked Diffusion Language Models

Reference 16

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no resolver link, observed 2026-08-03T04:07:44.250667Z

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source=pdf_text observed=2026-08-03T04:07:44.250667Z digest=sha256:f05ecae58d2e81f5f4728e56e63dd59b2ed500ac31319bd2ed3ae859fd85c554

Observation 1d8641fe-b6b7-4cbf-a5f8-11dd94a45ac8 · inbound

Just on Time: Token-Level Early Stopping for Diffusion Language Models cites this paper.

Just on Time: Token-Level Early Stopping for Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 19

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no resolver link, observed 2026-08-04T06:06:07.311408Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T06:06:07.311408Z digest=sha256:c05432787c995d1f8bca5a9da038917e6da23b73e750a8e2a66e5013fa84142c

Observation 376da951-d2ca-4f06-b653-19088af84253 · inbound

DODO: Discrete OCR Diffusion Models cites this paper.

DODO: Discrete OCR Diffusion Models Simple and Effective Masked Diffusion Language Models

Reference 40

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no resolver link, observed 2026-08-02T22:27:43.047328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T22:27:43.047328Z digest=sha256:ceecab6cd8cc0ab4e90e1ecd010bdb6f581c933668b2a0e15807b7ee5e168f19

Observation 7a6fd699-bbeb-4839-92a8-01a8bcc705af · inbound

Not All Denoising Steps Are Equal: Model Scheduling for Faster Masked Diffusion Language Models cites this paper.

Not All Denoising Steps Are Equal: Model Scheduling for Faster Masked Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 30

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metadata mismatch
arxiv_id, observed 2026-05-16T07:47:33.043748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-16T07:43:45.415485Z digest=sha256:6fa95e330a9fc9b00a03ccf4b601b4bc212786643c8f8d829507916693ad7920

Observation 337ec6eb-f460-4e56-8bd3-8117051c6061 · inbound

Generative Frontiers: Why Evaluation Matters for Diffusion Language Models cites this paper.

Generative Frontiers: Why Evaluation Matters for Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 9

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arxiv_id, observed 2026-05-13T20:13:12.721492Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-13T20:11:51.361909Z digest=sha256:97f61769da81d4ed6dcf38b7263600e597aff5c2926960b0c3186b3cb671b41a

Observation 8975c690-aebd-4e7d-a840-58cc369a5574 · inbound

Unlocking Prompt Infilling Capability for Diffusion Language Models cites this paper.

Unlocking Prompt Infilling Capability for Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 20

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arxiv_id, observed 2026-05-13T17:33:02.485281Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-13T17:30:26.052445Z digest=sha256:9daf842ce7869691c522ef2d31bd626703218490b8e0ff0621b21c58fdf2d613

Observation fbf1dd2d-6fd4-45f4-9368-3e7c31ff78e0 · inbound

VASR: Variance-Aware Systematic Resampling for Reward-Guided Diffusion cites this paper.

VASR: Variance-Aware Systematic Resampling for Reward-Guided Diffusion Simple and Effective Masked Diffusion Language Models

Reference 8

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arxiv_id, observed 2026-05-11T05:26:00.468465Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T18:08:03.771557Z digest=sha256:60f0e44603b43709de78417a3cec08e60ece97ccc028b0bf15f675918fecdb67

Observation 9bc75d63-9e3d-4e08-a58c-919fa4ffac67 · inbound

VASR: Variance-Aware Systematic Resampling for Reward-Guided Diffusion cites this paper.

VASR: Variance-Aware Systematic Resampling for Reward-Guided Diffusion Simple and Effective Masked Diffusion Language Models

Reference 8

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arxiv_id, observed 2026-05-13T01:52:06.504649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-13T01:08:01.321456Z digest=sha256:77c8e798d64ed368e9c4ee74fa4fc73d207aa377769216d1781a49254367eef5

Observation 3e762883-2c14-4d86-990e-f4c2cef32f85 · inbound

Language Diffusion Models are Associative Memories Capable of Retrieving Unseen Data cites this paper.

Language Diffusion Models are Associative Memories Capable of Retrieving Unseen Data Simple and Effective Masked Diffusion Language Models

Reference 47

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arxiv_id, observed 2026-05-12T09:11:27.297101Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-07T12:22:43.354047Z digest=sha256:c0c37c32141fc055f762f806a4b6c37e265c7d34e8fc289e53cbb95f1ddd3702

Observation 6f282331-7e40-4c4e-ab5d-142aee60c6c0 · inbound

Simple Self-Conditioning Adaptation for Masked Diffusion Models cites this paper.

Simple Self-Conditioning Adaptation for Masked Diffusion Models Simple and Effective Masked Diffusion Language Models

Reference 3

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arxiv_id, observed 2026-05-11T23:36:34.182244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-07T16:38:22.306140Z digest=sha256:b9a7b5c4c4b4ec76b01c2f61a541e1f6a54d644541947dc739e506cfcf97e863

Observation a1b856a0-12f8-4f83-97e7-ce0bf6661f4b · inbound

VQ-SAD: Vector Quantized Structure Aware Diffusion For Molecule Generation cites this paper.

VQ-SAD: Vector Quantized Structure Aware Diffusion For Molecule Generation Simple and Effective Masked Diffusion Language Models

Reference 5

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metadata mismatch
arxiv_id, observed 2026-05-11T15:21:07.626351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-09T20:13:03.611260Z digest=sha256:552063e3d093c7c1482259a661e7d278f6b5cdbb7fab0b4189b0dd386972fba4

Observation fb1beee9-6c59-435a-9c79-a440ba7d3fb5 · inbound

Layer Collapse in Diffusion Language Models cites this paper.

Layer Collapse in Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 17

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arxiv_id, observed 2026-05-11T19:01:18.889817Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T12:52:12.104539Z digest=sha256:ebb54578048fe78595bbe86d3442db0e9aa6f2d7cb074e2c108a6cac6ba3a2bd

Observation a3ece2b2-6d36-493b-b71d-65636a79bb4c · inbound

Layer Collapse in Diffusion Language Models cites this paper.

Layer Collapse in Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 17

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arxiv_id, observed 2026-05-12T03:16:19.200772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-12T03:13:32.889304Z digest=sha256:37f3a9bc5aef947a86d5093d1d8348c18f3897a74cf3d884941eec2e02a938b2

Observation 26ecb060-452b-400c-97c9-e4d9785b17bd · inbound

Block-R1: Rethinking the Role of Block Size in Multi-domain Reinforcement Learning for Diffusion Large Language Models cites this paper.

Block-R1: Rethinking the Role of Block Size in Multi-domain Reinforcement Learning for Diffusion Large Language Models Simple and Effective Masked Diffusion Language Models

Reference 46

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arxiv_id, observed 2026-05-13T07:07:27.910844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-13T07:03:00.503644Z digest=sha256:6736313b1c3e742b2521ce372c1f48ddd06ae6e9051ad9e3134ca2165488d200

Observation 8b6d8462-7b85-4626-92e6-a93f7e4381d1 · inbound

Block-R1: Rethinking the Role of Block Size in Multi-domain Reinforcement Learning for Diffusion Large Language Models cites this paper.

Block-R1: Rethinking the Role of Block Size in Multi-domain Reinforcement Learning for Diffusion Large Language Models Simple and Effective Masked Diffusion Language Models

Reference 46

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arxiv_id, observed 2026-05-14T21:19:28.345579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-14T21:06:01.667173Z digest=sha256:9bfbf08984f169fcfa5cd61714aa4bb646f2870d343fa7c1c8c46732eaace4f0

Observation f6a312c7-5d03-448c-928d-f50521fb6b4e · inbound

Dynamic Chunking for Diffusion Language Models cites this paper.

Dynamic Chunking for Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 35

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arxiv_id, observed 2026-05-20T19:43:44.030035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-20T19:40:20.179436Z digest=sha256:1bef7d251e138d4b4732140e3a5675ce60b36fbdfb1f864399895b22bc1672e9

Observation a2ee95fb-6e37-4b8a-bd03-7ed207f32a43 · inbound

Constrained Code Generation with Discrete Diffusion cites this paper.

Constrained Code Generation with Discrete Diffusion Simple and Effective Masked Diffusion Language Models

Reference 22

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arxiv_id, observed 2026-05-19T21:27:47.919074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-19T21:24:10.211816Z digest=sha256:52dcfa7702654b93ae5783b4c66dde4677d8ffe9b5c14aaf386b4d7b138ad135

Observation f718a3eb-ba7e-4514-8909-637627699f68 · inbound

FullFlow: Upgrading Text-to-Image Flow Matching Models for Bidirectional Vision--Language Generation cites this paper.

FullFlow: Upgrading Text-to-Image Flow Matching Models for Bidirectional Vision--Language Generation Simple and Effective Masked Diffusion Language Models

Reference 46

Resolution
metadata mismatch
arxiv_id, observed 2026-05-21T07:44:03.052418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-21T07:40:36.206754Z digest=sha256:4fac2beed79067d6a4bff6bdb7bf19423b19a4a8d4f95453ba1ce5f98fcc5b42

Observation 4fc009e1-9b95-4e88-a396-3012a64748f3 · inbound

Learned Relay Representations for Forward-Thinking Discrete Diffusion Models cites this paper.

Learned Relay Representations for Forward-Thinking Discrete Diffusion Models Simple and Effective Masked Diffusion Language Models

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-05-25T06:00:23.316366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-25T05:58:38.285214Z digest=sha256:24c20ea6c8bcfa47fdf52463fbaff308efc1cb37432b51dc15f34c33432fbc56

Observation 4fd7d34e-7783-4e21-8d23-fb07aaf76bca · inbound

Learned Relay Representations for Forward-Thinking Discrete Diffusion Models cites this paper.

Learned Relay Representations for Forward-Thinking Discrete Diffusion Models Simple and Effective Masked Diffusion Language Models

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T17:24:57.480474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-30T17:19:17.567336Z digest=sha256:798c99bff562c372ebe81929c95bcf34f4a3e1769eafa3411bbfdda367161330

Observation eebf1119-9747-480b-ae3f-857bd13977be · inbound

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

Visual-Redundancy-Controlled Parallel Decoding for Diffusion-Based Multimodal Large Language Models Simple and Effective Masked Diffusion Language Models

Reference 20

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T23:14:01.655282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-29T23:09:32.594194Z digest=sha256:d3bf58b700cdadc5894390041ed4a48589b9efa8e3944abce7894c94483bc14c

Observation 479804a2-b004-409a-b09e-785094991465 · inbound

Fixed-Point Masked Generative Modeling cites this paper.

Fixed-Point Masked Generative Modeling Simple and Effective Masked Diffusion Language Models

Reference 62

Resolution
metadata mismatch
arxiv_id, observed 2026-06-28T23:22:47.184486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-28T23:18:27.050697Z digest=sha256:7549b69e7c557d6f102cdc54dc691cd2369e2177d2a8919d72f3449663ffda7a

Observation 4e5a750a-d628-462b-b634-03aee9e3e5bf · inbound

DLLM-JEPA: Joint Embedding Predictive Architectures for Masked Diffusion Language Models cites this paper.

DLLM-JEPA: Joint Embedding Predictive Architectures for Masked Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-06-30T11:54:38.442712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-30T11:48:18.902647Z digest=sha256:3671ace25035cd8a4ed5c5f64f141456799ce1bddb90e4ccf9efc284031ad6bf

Observation d571c021-8d5d-4976-b1aa-f683788dc51d · inbound

Adaptive Order Policies for Masked Diffusion cites this paper.

Adaptive Order Policies for Masked Diffusion Simple and Effective Masked Diffusion Language Models

Reference 83

Resolution
metadata mismatch
arxiv_id, observed 2026-06-28T23:42:49.866434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-28T23:33:40.937370Z digest=sha256:3fabf0114c010a9fb6e795f4fd1be472654548c76e5c72f746900286165ecd63

Observation 693d0253-0ff7-476e-a712-1a392c91fdac · inbound

Continuous Language Diffusion as a Decoder-Interface Problem cites this paper.

Continuous Language Diffusion as a Decoder-Interface Problem Simple and Effective Masked Diffusion Language Models

Reference 63

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T23:07:27.073089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-27T18:27:10.422343Z digest=sha256:a9b31dbd939da5e0ee26baa00bd633df65f436e40226210e0f28a856c7d81412

Observation 833f8010-d573-4396-9937-0c891845b2f9 · inbound

Detect, Remask, Repair: Diffusion Editing for Faithful Summarization of Evolving Contexts cites this paper.

Detect, Remask, Repair: Diffusion Editing for Faithful Summarization of Evolving Contexts Simple and Effective Masked Diffusion Language Models

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-07-03T14:18:22.759879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-27T07:07:29.681778Z digest=sha256:19e7d4fa8376581a0df6583a4ec1476cb51ab67f5d27b824cc08fc638e9ed21b

Observation fd8639bf-3be0-4a36-8de8-093a68267948 · inbound

TimeROME-DLM: Temporal Causal Tracing and Low-Rank Inference-Time Knowledge Editing for Masked Diffusion Language Models cites this paper.

TimeROME-DLM: Temporal Causal Tracing and Low-Rank Inference-Time Knowledge Editing for Masked Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-07-03T13:38:19.395803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-27T07:42:45.896118Z digest=sha256:056a4421a70de6d56dd4f2a4298585deba83abfe69b83098f1f9e78a8180aa06

Observation 98c4f1b8-529a-4290-9d81-314faed2084d · inbound

Statistical Properties of Training & Generalization cites this paper.

Statistical Properties of Training & Generalization Simple and Effective Masked Diffusion Language Models

Reference 227

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T05:39:40.916716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-26T15:35:51.654392Z digest=sha256:db04c6d17e8fe488a7ba0c74ea2fceea0357e9b36eaf7eb91cd53f22b48cec80

Observation 4b5163f4-d432-4e95-bb68-573822c7eabe · inbound

Statistical Properties of Training & Generalization cites this paper.

Statistical Properties of Training & Generalization Simple and Effective Masked Diffusion Language Models

Reference 227

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T21:57:25.497476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-07-02T21:51:13.457071Z digest=sha256:477f35dca4d3f5a004caecc51c9779767652acba86dac46ee55fecbe68ca397b

Observation 166870b6-8dba-4023-8cb8-113f0a4c6995 · inbound

When Top-1 Fails: Calibrating LoRA Monitors for Masked Diffusion LMs cites this paper.

When Top-1 Fails: Calibrating LoRA Monitors for Masked Diffusion LMs Simple and Effective Masked Diffusion Language Models

Reference 63

Resolution
verified exact
arxiv_id, observed 2026-07-04T16:19:56.297763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-26T00:49:34.365193Z digest=sha256:7021898b1d7bd0140a28bc78ae74903ca0e5d08816cc387f3822cfca30755e25

Observation 70326f6d-cb83-4840-9690-eb3be067a684 · inbound

Improved Large Language Diffusion Models cites this paper.

Improved Large Language Diffusion Models Simple and Effective Masked Diffusion Language Models

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-07-04T19:20:05.648694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-25T21:34:45.620481Z digest=sha256:91fc080109b4df2ff93f1165ff62c7c00a7519fb98582901470ea2ed788e5734

Observation 1499f448-e584-4da8-8c48-ecf88d274e06 · inbound

Causal-rCM: A Unified Teacher-Forcing and Self-Forcing Open Recipe for Autoregressive Diffusion Distillation in Streaming Video Generation and Interactive World Models cites this paper.

Causal-rCM: A Unified Teacher-Forcing and Self-Forcing Open Recipe for Autoregressive Diffusion Distillation in Streaming Video Generation and Interactive World Models Simple and Effective Masked Diffusion Language Models

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-07-04T19:50:11.443065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-25T20:57:30.765802Z digest=sha256:dfe5477d91fc7d78a040b5be456af0c9545662f6677b4b386de0eaf44a6f2414

Observation 1602c6ce-f884-487e-a76e-eb27a77d4bee · inbound

Bifocal Diffusion Language Models: Asymmetric Bidirectional Context for Parallel Generation cites this paper.

Bifocal Diffusion Language Models: Asymmetric Bidirectional Context for Parallel Generation Simple and Effective Masked Diffusion Language Models

Reference 19

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T17:35:51.719342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-29T03:31:47.800514Z digest=sha256:6a4dde0b4212cea10669557fa5757dc22af27f137ca86b1645cd16cac6969120

Observation 664843a0-91f0-4660-943d-ca486077a5b8 · inbound

Flow Reasoning Models: Scaling Reasoning Through Iterative Self-Refinement cites this paper.

Flow Reasoning Models: Scaling Reasoning Through Iterative Self-Refinement Simple and Effective Masked Diffusion Language Models

Reference 27

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T08:04:28.405127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-30T07:55:28.254309Z digest=sha256:a955fc49d80e6377ecea0202756d4746d05d4c54faff1ccee41c19216a772b50

Observation 98f2467b-6608-4452-8e32-f9d27781107c · inbound

Multi-Block Diffusion Language Models cites this paper.

Multi-Block Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 42

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T08:54:29.520414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-30T08:53:31.494892Z digest=sha256:d8f2510c3457f3367c7a5f06be53479e95f5a21013816b235a1ed6a83269df6e

Observation 63d7cbe4-b64a-4f9d-b3f1-d1988df087b0 · inbound

Multi-Block Diffusion Language Models cites this paper.

Multi-Block Diffusion Language Models Simple and Effective Masked Diffusion Language Models

Reference 42

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T07:05:28.310450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-07-01T07:04:06.161855Z digest=sha256:a1b41ce7e66d571101f6daee7dc6d5af3b2551ea3d3f4d9d70cf9e3d7ec83d81

Observation e0e0567f-474b-496f-8214-4fd8768f535a · inbound

Why Do Few-Step Text Latents Fail When Image Latents Work? Non-Commitment at Sharp Categorical Readouts cites this paper.

Why Do Few-Step Text Latents Fail When Image Latents Work? Non-Commitment at Sharp Categorical Readouts Simple and Effective Masked Diffusion Language Models

Reference 13

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T08:55:35.211499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-07-01T07:06:36.841168Z digest=sha256:61546589fdabf66c6570627f8d11b98d61e573ad474fcc27cc5cc24dff97f821

Observation 9007e85a-1b37-4a2c-bef1-cd5cac56ab35 · inbound

Discrete Diffusion Language Models for Interactive Radiology Report Drafting cites this paper.

Discrete Diffusion Language Models for Interactive Radiology Report Drafting Simple and Effective Masked Diffusion Language Models

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-07-03T20:28:54.959376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T20:20:37.712479Z digest=sha256:e4dfea6a1cfedb8b83a0d296d9c60fa4a1cf87a33b782a31a7136653297d2c4c

Observation 5acc4570-ccbb-4030-a53d-214e89786aab · inbound

Set Diffusion: Interpolating Token Orderings Between Autoregression and Diffusion for Fast and Flexible Decoding cites this paper.

Set Diffusion: Interpolating Token Orderings Between Autoregression and Diffusion for Fast and Flexible Decoding Simple and Effective Masked Diffusion Language Models

Reference 86

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T17:38:43.612163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-07-03T17:30:39.458521Z digest=sha256:3911b0c13f357d6f9733fe1d54fa835831e8f635a63e03abfd72fdea8589dc7f

Observation fbb59ce4-c27f-48af-964b-5f1442dc50a7 · inbound

On the Design Space of Discrete Diffusion Online Adaptation for Molecular Optimization cites this paper.

On the Design Space of Discrete Diffusion Online Adaptation for Molecular Optimization Simple and Effective Masked Diffusion Language Models

Reference 66

Resolution
unresolved
no resolver link, observed 2026-07-12T06:44:20.438683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T06:44:20.438683Z digest=sha256:674a14f25e9e221ca83d2b3b84a2d2dd611ccd9cca9b7c76bff10da1ce30112c

Observation be15e3de-5b1d-4ad7-b2f4-cb19137472e0 · inbound

TACG: Trajectory-Aware Commit Gating for Diffusion Language Model Decoding cites this paper.

TACG: Trajectory-Aware Commit Gating for Diffusion Language Model Decoding Simple and Effective Masked Diffusion Language Models

Reference 32

Resolution
unresolved
no resolver link, observed 2026-07-12T03:56:26.770729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T03:56:26.770729Z digest=sha256:4811601553149ff9b9026830a9f2158fc4eb09c2b2e71a27dc97dbe2040c9af2

Observation c3ad2ba6-56e7-4529-8745-ea4942179243 · inbound

Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL cites this paper.

Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL Simple and Effective Masked Diffusion Language Models

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-02T14:50:14.671008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T14:50:14.671008Z digest=sha256:f20be4c9625e7699f13733abdec4316de8bd528d597b2353573b106d1dc9a7da

Observation fecf4ec4-b578-40a2-9d8a-4126edc89f39 · inbound

Explorative Modeling: Unlocking a Third Pretraining Axis and End-to-End Generation cites this paper.

Explorative Modeling: Unlocking a Third Pretraining Axis and End-to-End Generation Simple and Effective Masked Diffusion Language Models

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-01T08:41:04.875834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T08:41:04.875834Z digest=sha256:0a0e3b47cfdb0df9b68542f03a88c19618e851ff2eb381882a7e11c2b98a038f