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Paper Citation Record · LEDGER

Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion

As of 19 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 5 inbound Pith citation observations for arXiv:2504.16431.

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

pith.paper-citation-record.v1
2504.16431 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:13:22.872671Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:52:33.505638Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T05:53:04.616810Z

Reference resolution

17 of 17 outbound references displayed

  • verified exact0
  • verified fuzzy8
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e643c124-3c02-48fc-abd1-41129545fd32 · outbound

This paper cites A straightforward example is the linear schedule αt =t.

Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion A straightforward example is the linear schedule αt =t

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:13:23.370695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T11:13:22.804888Z digest=sha256:54efc1399f2f60b526c4935d8bfd378a668b4725182fd3216c303309b6451d38

Observation 20fda6c1-d7c0-4f50-ab19-4587b76ef855 · outbound

This paper cites DistiLLM: Towards Streamlined Distillation for Large Language Models.

Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion DistiLLM: Towards Streamlined Distillation for Large Language Models

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-16T11:13:22.755979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:13:22.755979Z digest=sha256:0ab9fcf613227c5a97d87294d0e9e1b4fb0007743fa07276150217c7b89c0b07

Observation a4b17780-b361-41e4-a89b-44d0642daf9d · outbound

This paper cites Think While You Generate: Discrete Diffusion with Planned Denoising.

Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion Think While You Generate: Discrete Diffusion with Planned Denoising

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-16T11:13:22.763814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:13:22.763814Z digest=sha256:54941bd744be32ce529fe0a220f87c46e31ae8bbf4b3a1c9c5c626102d27938f

Observation 32e74edb-d39c-4527-976a-8c3ec2a40447 · outbound

This paper cites Steering Masked Discrete Diffusion Models via Discrete Denoising Posterior Prediction.

Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion Steering Masked Discrete Diffusion Models via Discrete Denoising Posterior Prediction

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-16T11:13:22.779484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:13:22.779484Z digest=sha256:9753b53f3ce25795e4545bf5c278f264127b14dcf73ea567750e3ca4a4d4e423

Observation 878a0f6f-2bc3-48cc-bffd-6a3be5f77110 · outbound

This paper cites Generative Adversarial Nets from a Density Ratio Estimation Perspective.

Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion Generative Adversarial Nets from a Density Ratio Estimation Perspective

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-16T11:13:22.795615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:13:22.795615Z digest=sha256:344b4047cd6a5811b3687d2d65892655941897b13c9b2488957d83c66e62abab

Observation 70e10cb9-239c-409c-a528-795c5a8ce130 · outbound

This paper cites p1|t(yi 1|x̸=i 1 , xt) p1|t(xi 1|x̸=i 1 , xt) #V yi 1=1 =.

Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion p1|t(yi 1|x̸=i 1 , xt) p1|t(xi 1|x̸=i 1 , xt) #V yi 1=1 =

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:13:23.343132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T11:13:22.812559Z digest=sha256:d0a5cea810fbdef16855576998436c758e6077dc11d9e11feb913fcc4107bdfc

Observation 69fc29d2-1732-477f-a6fb-fc3534a777d1 · outbound

This paper cites ppre 1|t(yi 1, x̸=i 1 |xt) ppre 1|t(xi 1, x̸=i 1 |xt) exp R(yi 1, x̸=i 1 )−R(xi 1, x̸=i 1 ) β !#V yi 1=1 ,.

Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion ppre 1|t(yi 1, x̸=i 1 |xt) ppre 1|t(xi 1, x̸=i 1 |xt) exp R(yi 1, x̸=i 1 )−R(xi 1, x̸=i 1 ) β !#V yi 1=1 ,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:13:23.311939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T11:13:22.822424Z digest=sha256:4fc8241183e65005e8d485a6a29882b80a001cedc2490356fe74c13ae4b93ecd

Observation 55181518-c9d8-48fa-9e8d-ab85c627a091 · outbound

This paper cites I traveled to South Carolina last summer.

Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion I traveled to South Carolina last summer

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:13:23.285419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T11:13:22.835231Z digest=sha256:49fd750dc999cd689414284ab067cad7f6af7e03ffd07b3c5f0f9e696778eac6

Observation 0f284539-b83e-4603-bf5b-0550809e287a · outbound

This paper cites The goal is to learn the score function∇zt logqt(zt) of the marginal distributionqt(zt) = R qt|1(zt|x1)q1(x1)dx1.

Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion The goal is to learn the score function∇zt logqt(zt) of the marginal distributionqt(zt) = R qt|1(zt|x1)q1(x1)dx1

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:13:23.258385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T11:13:22.844138Z digest=sha256:ebc029373387cb1b305b810c59aada507d6886a1381af265bfe03a48dd896810

Observation f5fcb355-199d-432a-a8c9-63e242977555 · outbound

This paper cites (75) Let’s assume embeddings have similar norms, making the last term negligible, or absorb it into the definition.

Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion (75) Let’s assume embeddings have similar norms, making the last term negligible, or absorb it into the definition

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:13:23.238071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T11:13:22.850379Z digest=sha256:12d375b961024cb23eeea4bf9c3209726110a1e936bef221b4bb4511b7563fc7

Observation e32ff57e-232e-4117-819e-ce445090b91f · outbound

This paper cites an unresolved cited work.

Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:13:23.209184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T11:13:22.858335Z digest=sha256:55e26f165b3fd898227f967ed0cad949799a7209568685b6082dd1597b5336b7

Observation a67885cd-0e78-41b9-be67-f449e5cf227e · outbound

This paper cites analog bits,.

Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion analog bits,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:13:23.181559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T11:13:22.865538Z digest=sha256:593d6ee0c77ac3138e5c5aa35a7398ca391643eac4b811fd823db114d46ebc22

Observation 65d6a460-90bc-4af1-ba5d-96d099990ed1 · outbound

This paper cites Sun et al.

Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion Sun et al

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:13:23.159362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-16T11:13:22.872671Z digest=sha256:16b1885f9eea609063f87f6782980322a307e9d07ae07061f6df568153fb97d8

Observation c5b96349-ae0b-4fc1-b7c8-5261d4e3abdb · outbound

This paper cites Large Language Diffusion Models.

Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion Large Language Diffusion Models

Reference 2017

Resolution
unresolved
no resolver link, observed 2026-08-16T11:13:22.771494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:13:22.771494Z digest=sha256:1381cb14450b5dc670f76d717e16fee74e59a39c291ad18ccd6f9efd86837017

Observation 25c77e06-2df8-4cf1-838d-f64bada6d036 · outbound

This paper cites Simple Guidance Mechanisms for Discrete Diffusion Models.

Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion Simple Guidance Mechanisms for Discrete Diffusion Models

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-16T11:13:22.786423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:13:22.786423Z digest=sha256:0da30d760fc7851e508b5a8e4652269f592afb51edb4fadf8ee595daed724713

Observation b9dacd36-f1cf-4aea-bfc2-56f3a54d9836 · outbound

This paper cites Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision.

Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-16T11:13:22.747573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:13:22.747573Z digest=sha256:504a6f6287c4c74d793fd1a8808e390e06ddb51aeb08fa8c82b355c90f8dc5fe

Observation cc2cfdfa-68c6-4351-a148-d784ef740b75 · outbound

This paper cites Target Score Matching.

Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion Target Score Matching

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-16T11:13:22.739522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:13:22.739522Z digest=sha256:d8fb4c0a7e29203539e40b67f6a833ca9c413fc78ac94cb4ed71c8ebac5302ed

Pith citing papers

Observation 86decbc3-21a4-4145-9bbc-bf29f243752e · inbound

Large Language Diffusion Models cites this paper.

Large Language Diffusion Models Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion

Reference 57

Resolution
verified exact
arxiv_id, observed 2026-05-11T01:42:54.483473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-11T01:42:54.279353Z digest=sha256:6d80c7c69b841ebbc4fd462f9936b00a653cc60eea95a8551e7a92b91bc98e83

Observation c40fe4d7-3a34-4b71-927d-6fb9afbb34c5 · inbound

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

LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion

Reference 100

Resolution
verified exact
arxiv_id, observed 2026-05-17T03:46:06.330844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-17T03:46:06.074416Z digest=sha256:2349e2dfa9e8562da36bcc37aebcadffcd5a9b373524b3476d36783024a6fa9c

Observation c88d42fa-4be3-49af-8e7b-fff0583869e9 · inbound

DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation cites this paper.

DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-06T22:52:33.505638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T22:52:33.505638Z digest=sha256:aa3706a32fe352d171566d9cf039e485344a9e2a49b6a65c199f9a85cd3170b9

Observation f8766bd6-628f-49a2-88d6-80225ea14b67 · 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 Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-06T21:24:28.479602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:24:28.479602Z digest=sha256:3cc163af6763bd574bc535308dab928d7bcb4c423942874fa015809a2a2dd6f4

Observation 10d35052-eebe-4e30-b4f6-29425426dc86 · inbound

Efficient Long-Context Modeling in Diffusion Language Models via Block Approximate Sparse Attention cites this paper.

Efficient Long-Context Modeling in Diffusion Language Models via Block Approximate Sparse Attention Target Concrete Score Matching: A Holistic Framework for Discrete Diffusion

Reference 60

Resolution
verified exact
arxiv_id, observed 2026-05-20T05:53:04.618418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-20T05:52:14.089334Z digest=sha256:0b8b267ecf7d936784d776cd6773b70332287fb609720fed98e48da4d2195b63