Paper Citation Record · LEDGER

Continuous Diffusion Models Can Obey Formal Syntax

As of 20 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2602.12468.

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

pith.paper-citation-record.v1
2602.12468 v2

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T23:53:41.529994Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

19 of 19 outbound references displayed

verified exact0
verified fuzzy0
unresolved16
parse uncertain0
malformed identifier3
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c2ade85c-b943-4f06-8627-b776d42612c3 · outbound

This paper cites ?!()-]+.|It [A-Za-z .,;:.

Continuous Diffusion Models Can Obey Formal Syntax ?!()-]+.|It [A-Za-z .,;:

Reference 2

Resolution: malformed identifier; no resolver link, observed 2026-08-02T23:53:41.455830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9272fb3c-0565-4093-a29c-17ffa4074a0b · outbound

This paper cites JSONSchemaBench: A Rigorous Benchmark of Structured Outputs for Language Models.

Continuous Diffusion Models Can Obey Formal Syntax JSONSchemaBench: A Rigorous Benchmark of Structured Outputs for Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:40.267640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b6fbe2c-fcbd-4139-aede-87f31b2a28d3 · outbound

This paper cites LaDiR: Latent Diffusion Enhances LLMs for Text Reasoning.

Continuous Diffusion Models Can Obey Formal Syntax LaDiR: Latent Diffusion Enhances LLMs for Text Reasoning

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:40.597247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8949efbd-b474-4533-af20-336844be05f5 · outbound

This paper cites and Berg-Kirkpatrick, T.

Continuous Diffusion Models Can Obey Formal Syntax and Berg-Kirkpatrick, T

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:40.645721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a69f7d4b-ec2e-4ea9-82dc-651b3c4a5390 · outbound

This paper cites Constrained Decoding of Diffusion LLMs with Context-Free Grammars.

Continuous Diffusion Models Can Obey Formal Syntax Constrained Decoding of Diffusion LLMs with Context-Free Grammars

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:40.792700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa14dcd0-b952-4967-b692-13b1b4af9d8e · outbound

This paper cites Large Language Diffusion Models.

Continuous Diffusion Models Can Obey Formal Syntax Large Language Diffusion Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:40.859078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab117f3b-9595-421d-ba66-e5672ccea6d9 · outbound

This paper cites Flexible and Efficient Grammar-Constrained Decoding.

Continuous Diffusion Models Can Obey Formal Syntax Flexible and Efficient Grammar-Constrained Decoding

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:40.966468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52dfccff-a890-4a1a-b111-c00bbb484ead · outbound

This paper cites Constrained Adaptive Rejection Sampling.

Continuous Diffusion Models Can Obey Formal Syntax Constrained Adaptive Rejection Sampling

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:41.061519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4126a9f6-e998-426a-a102-fe528204e5da · outbound

This paper cites DINGO: Constrained Inference for Diffusion LLMs.

Continuous Diffusion Models Can Obey Formal Syntax DINGO: Constrained Inference for Diffusion LLMs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:41.168396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36743e26-235b-41c9-b814-4526cd77c846 · outbound

This paper cites Efficient Guided Generation for Large Language Models.

Continuous Diffusion Models Can Obey Formal Syntax Efficient Guided Generation for Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:41.231313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c07c7bb-78f5-4abf-8a8c-dd665b50ece4 · outbound

This paper cites Dream 7B: Diffusion Large Language Models.

Continuous Diffusion Models Can Obey Formal Syntax Dream 7B: Diffusion Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:41.309259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81cc0996-3d13-436a-a00f-531e044b7732 · outbound

This paper cites score": an integer from 1 to 100 -.

Continuous Diffusion Models Can Obey Formal Syntax score": an integer from 1 to 100 -

Reference 17

Resolution: malformed identifier; no resolver link, observed 2026-08-02T23:53:41.402049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1b9f922-033e-4204-9b87-77e4203ed329 · outbound

This paper cites Perplexity and fluency are only computed for samples that successfully meet the regex; non-matching samples are excluded.

Continuous Diffusion Models Can Obey Formal Syntax Perplexity and fluency are only computed for samples that successfully meet the regex; non-matching samples are excluded

Reference 100

Resolution: malformed identifier; no resolver link, observed 2026-08-02T23:53:41.529994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0639a544-a5ee-4606-acf0-b0ac521bd139 · outbound

This paper cites ISBN 9781713829546.

Continuous Diffusion Models Can Obey Formal Syntax ISBN 9781713829546

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:40.539923Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a07c6bc0-f146-485f-beff-133909ed6f8d · outbound

This paper cites Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning.

Continuous Diffusion Models Can Obey Formal Syntax Grammar-Constrained Decoding for Structured NLP Tasks without Finetuning

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:40.122315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d65227c-6e76-4c3b-b7ad-4bf3d8c706ea · outbound

This paper cites Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution.

Continuous Diffusion Models Can Obey Formal Syntax Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:40.712811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b946b2df-7b20-42e5-89aa-432777217ca4 · outbound

This paper cites Likelihood-Based Diffusion Language Models.

Continuous Diffusion Models Can Obey Formal Syntax Likelihood-Based Diffusion Language Models

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:40.478981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba0460dc-a5fe-41a3-bfb9-d0424a8eb2f1 · outbound

This paper cites The Llama 3 Herd of Models.

Continuous Diffusion Models Can Obey Formal Syntax The Llama 3 Herd of Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:40.344947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d25c9c7-1de2-4d7a-ae20-3794df89dc13 · outbound

This paper cites Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective.

Continuous Diffusion Models Can Obey Formal Syntax Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T23:53:40.004059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.