Pith. sign in

Paper Citation Record · LEDGER

Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models

As of 14 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 1 inbound Pith citation observation for arXiv:2412.11333.

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

pith.paper-citation-record.v1
2412.11333 v2

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:05:11.560133Z

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:15:26.179465Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T20:15:29.196709Z

Reference resolution

18 of 18 outbound references displayed

  • verified exact0
  • verified fuzzy12
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 91a6f9ee-0643-4f9c-95b2-f537f9895900 · outbound

This paper cites Yes. How are you, Anna?.

Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models Yes. How are you, Anna?

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:05:11.763669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T15:05:11.520515Z digest=sha256:40059a28781493a82cc8ec3c84d07b481f8ded94585dc172076f5777c6adb2b7

Observation 16385894-fabf-44f4-a6a6-12c07887c645 · outbound

This paper cites Did you like the trip?.

Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models Did you like the trip?

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:05:11.749473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T15:05:11.525069Z digest=sha256:7713ab676b215d4e9c87a17dfe555c707674b76ec3373e2ceee34903e54b5a28

Observation 08deac7b-83de-4d44-bcc2-c5b6eaf15668 · outbound

This paper cites an unresolved cited work.

Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-11T15:05:11.658977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T15:05:11.555882Z digest=sha256:e472354afc309512304deb7afa8c25941528af0419bb20a925019cd5ffd42438

Observation 2af4380b-0269-4e00-a656-7d29b7372869 · outbound

This paper cites In Proceedings of the Thirty- Second International Joint Conference on Artificial Intelligence, IJCAI 2023, 19th-25th August 2023, Macao, SAR, China, pages 6692–6701.

Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models In Proceedings of the Thirty- Second International Joint Conference on Artificial Intelligence, IJCAI 2023, 19th-25th August 2023, Macao, SAR, China, pages 6692–6701

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:05:11.836624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T15:05:11.491714Z digest=sha256:fdae8940d87f4abc44cecce2e19c4d3c0535c041559e676c6840dfe1d01e6f6b

Observation e0a17398-bcca-4b63-b670-6d3e68449287 · outbound

This paper cites In International Conference on Ma- chine Learning, ICML 2023, 23-29 July 2023, Hon- olulu, Hawaii, USA, volume 202 of Proceedings of Machine Learning Research , pages 21051–21064.

Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models In International Conference on Ma- chine Learning, ICML 2023, 23-29 July 2023, Hon- olulu, Hawaii, USA, volume 202 of Proceedings of Machine Learning Research , pages 21051–21064

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:05:11.822278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T15:05:11.496466Z digest=sha256:60069dbc9b3f23e334f8717aec8b90cafede15735920a4d76638f9cbb3173a00

Observation 2f2ea993-bbf6-4cdf-88f1-b1d18d344844 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-11T15:05:11.511054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T15:05:11.511054Z digest=sha256:bd719d187b944d7ddffda1a3ad93f6bfe7d032028c1bc81f64d030a1488fa0d4

Observation e045f89e-b052-4019-8041-db6bb56a9856 · outbound

This paper cites How was your weekend?.

Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models How was your weekend?

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:05:11.777318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T15:05:11.515830Z digest=sha256:b794b3d6875d75841c5e812de55c794568e24614d4bcd9c21bc4601db27e9904

Observation ff2c1284-fd9c-4daa-81ad-1fb0c9351054 · outbound

This paper cites What doing you?.

Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models What doing you?

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:05:11.735290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T15:05:11.531388Z digest=sha256:925d38009d48df13017ff5c1980f5a30da0cc44b399963ca2c3ef31c5c81dbec

Observation 7986c75a-6e40-461a-a65d-4292a9c32eb6 · outbound

This paper cites What time is it?.

Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models What time is it?

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:05:11.720127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T15:05:11.537331Z digest=sha256:0507919d77c6efa12977138ef7bf2b1abe3420b025839bbc8591f6ced3a0417a

Observation f7df4d2e-5912-44ed-8a5e-90d5d245e80e · outbound

This paper cites How was your weekend?.

Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models How was your weekend?

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:05:11.703573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T15:05:11.541957Z digest=sha256:0c13f829df4244f078557072264817408e3c33c3a4eb824bbcd32aac243d62e6

Observation 3b41f288-2c3e-47d4-a526-7981b4b43df9 · outbound

This paper cites an unresolved cited work.

Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-11T15:05:11.688508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T15:05:11.547332Z digest=sha256:f6009372e25726e637b7ddb712786589512b19b5bd15ada4b337024c1beef174

Observation 029dc92c-d89d-43d4-8d10-9d9e48c779ce · outbound

This paper cites an unresolved cited work.

Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-11T15:05:11.673982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T15:05:11.551550Z digest=sha256:0d92a18f471048707359d165e51206f18e47322164026bbbd6fd2501d3996221

Observation 05729644-b8b2-42b1-b002-8cc6e7e9fc9d · outbound

This paper cites Lilo’s Walk.

Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models Lilo’s Walk

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:05:11.643784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T15:05:11.560133Z digest=sha256:cd256eac87dff1b26f5dd16853be04e252b76b25f0c0a52c4f6ebaf41d715be1

Observation d86ee822-0619-41bb-8502-2933d179fa28 · outbound

This paper cites In Proceedings of the 55th An- nual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1073– 1083, Vancouver, Canada.

Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models In Proceedings of the 55th An- nual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1073– 1083, Vancouver, Canada

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:05:11.791907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T15:05:11.506716Z digest=sha256:598331da4c6f63a4711d7fff709331564237d08d9a4f0942debeb6b911b98c53

Observation 7bb07c9e-95e6-470a-87be-82a1c9e9094d · outbound

This paper cites In Proceedings of the 2018 Conference on Empirical Methods in Natural Lan- guage Processing, pages 1797–1807, Brussels, Bel- gium.

Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models In Proceedings of the 2018 Conference on Empirical Methods in Natural Lan- guage Processing, pages 1797–1807, Brussels, Bel- gium

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:05:11.806655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T15:05:11.501552Z digest=sha256:038bd3cd53a08ce3662a7a0b1862628012f2f99855b82a35ad01b5b49f19b71d

Observation 88feb822-1ede-4a55-bbea-e63c3576573f · outbound

This paper cites In Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, pages 5062–5074, Online.

Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models In Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, pages 5062–5074, Online

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T15:05:11.851075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-11T15:05:11.476341Z digest=sha256:23fbd3d88eb851197411c7474031a02f30338cc4a1d86643da00c9a34b3f1545

Observation b158932b-b92c-4b8d-974b-6d50e44ec07a · outbound

This paper cites Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models.

Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models Navigating the Path of Writing: Outline-guided Text Generation with Large Language Models

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-11T15:05:11.486733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T15:05:11.486733Z digest=sha256:c81dbd657be6cfd7ab6f7a8299aca3b21802004a5da3e56360dcc1df99c1a5ff

Observation 4b8d44b8-c244-447e-b333-2357faa3cd22 · outbound

This paper cites Classifier-Free Diffusion Guidance.

Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models Classifier-Free Diffusion Guidance

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-11T15:05:11.481343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T15:05:11.481343Z digest=sha256:73bbc8945e758f8a81018def4ce4928bdd7ba673f5ea827170f60f7926265b73

Pith citing papers

Observation 199369ac-8d63-4122-a582-eff2589e2030 · inbound

A Survey on Diffusion Language Models cites this paper.

A Survey on Diffusion Language Models Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models

Reference 143

Resolution
verified exact
local_arxiv, observed 2026-08-05T20:15:29.243667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-08-05T20:15:26.179465Z digest=sha256:b50b59a1df8a5fc8769d06d4d05265302723545f2634e3b823736dd8df795fc5