Paper Citation Record · LEDGER

Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes

As of 7 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 1 inbound Pith citation observation for arXiv:2505.22165.

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

pith.paper-citation-record.v1
2505.22165 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:24:59.613081Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T05:40:37.143840Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

14 of 14 outbound references displayed

verified exact0
verified fuzzy4
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9dbf3679-7b64-46c3-be51-9f72c4fce04b · outbound

This paper cites an unresolved cited work.

Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:25:01.322683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 86a2d7da-fc37-4370-88d1-f15a65d846b1 · outbound

This paper cites an unresolved cited work.

Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:25:01.113721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation aa1986fb-8d68-4151-b9b8-6257e89147ef · outbound

This paper cites an unresolved cited work.

Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:25:00.880175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2de9a13e-6f98-41e9-81e6-54ae940897d3 · outbound

This paper cites Evaluate this paraphrase generation (0-100 score): [Original] {source} [Reference] {reference} [Paraphrase] {paraphrase} Score these aspects STRICTLY IN THIS ORDER:.

Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes Evaluate this paraphrase generation (0-100 score): [Original] {source} [Reference] {reference} [Paraphrase] {paraphrase} Score these aspects STRICTLY IN THIS ORDER:

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:25:00.680289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b343ebe3-ad1a-4fa6-afaa-4bb930646f40 · outbound

This paper cites A Reparameterized Discrete Diffusion Model for Text Generation.

Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes A Reparameterized Discrete Diffusion Model for Text Generation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T13:24:58.684457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bac1186c-490a-484a-bc07-295648bc7217 · outbound

This paper cites Unlike previous work, we did not employ knowledge distillation (Kim and Rush, 2016) for preprocessing to evaluate our model’s performance under more challenging con- ditions.

Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes Unlike previous work, we did not employ knowledge distillation (Kim and Rush, 2016) for preprocessing to evaluate our model’s performance under more challenging con- ditions

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:25:01.544398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2ae840e8-ef15-428e-97ec-a88a7f6da434 · outbound

This paper cites an unresolved cited work.

Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:25:00.483055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 30cb25c7-0128-4bed-ba29-b426a602fc00 · outbound

This paper cites an unresolved cited work.

Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:25:00.291375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b9c13b2b-5f3c-4cfd-8dfb-1ef2ecd28ab9 · outbound

This paper cites an unresolved cited work.

Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:25:00.070495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 485926e6-69ca-452e-869a-316d28f9c535 · outbound

This paper cites Figure 3: Prompt templates used for LLM-based evaluation.

Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes Figure 3: Prompt templates used for LLM-based evaluation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:24:59.899811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 971d3b8a-2efe-4d36-8399-331a48e2019f · outbound

This paper cites TEncDM: Understanding the Properties of the Diffusion Model in the Space of Language Model Encodings.

Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes TEncDM: Understanding the Properties of the Diffusion Model in the Space of Language Model Encodings

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-07T13:24:58.542485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f26be6b-d278-4311-b291-7528570e3b9e · outbound

This paper cites DeepSeek-V3 Technical Report.

Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes DeepSeek-V3 Technical Report

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T13:24:58.221648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38da053e-1d1e-40a1-bc53-7fd8f87bdb43 · outbound

This paper cites In Proceedings of the 61st An- nual Meeting of the Association for Computational Linguistics (V olume 1: Long Papers), pages 11575– 11596.

Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes In Proceedings of the 61st An- nual Meeting of the Association for Computational Linguistics (V olume 1: Long Papers), pages 11575– 11596

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:25:01.778623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5ff2bb46-d12f-49f5-ad77-102765106b53 · outbound

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

Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes Discrete Diffusion Modeling by Estimating the Ratios of the Data Distribution

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T13:24:58.427200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation f6980421-355b-4607-8b52-ab5b1d0d945e · inbound

Sentence Curve Language Models cites this paper.

Sentence Curve Language Models Unifying Continuous and Discrete Text Diffusion with Non-simultaneous Diffusion Processes

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T05:40:37.143840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.