Paper Citation Record · LEDGER

A Comparative Study of Decoding Strategies in Medical Text Generation

As of 8 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2508.13580.

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

pith.paper-citation-record.v1
2508.13580 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T19:03:13.006603Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

29 of 29 outbound references displayed

verified exact0
verified fuzzy10
unresolved17
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 00fcb89d-4af8-4218-8d28-2c7160804816 · outbound

This paper cites Cognitive science9(1), 147–169 (1985).

A Comparative Study of Decoding Strategies in Medical Text Generation Cognitive science9(1), 147–169 (1985)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:03:32.571282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 575b7de2-a70b-420c-a1be-e7fb163d4482 · outbound

This paper cites Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation.

A Comparative Study of Decoding Strategies in Medical Text Generation Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T19:03:28.616226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b5df93ff-4796-4125-a006-97f2af280783 · outbound

This paper cites In: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems.

A Comparative Study of Decoding Strategies in Medical Text Generation In: Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:03:32.346794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e598cee2-16ca-4aa1-afb0-28a0949a3beb · outbound

This paper cites DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models.

A Comparative Study of Decoding Strategies in Medical Text Generation DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T19:03:11.134031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35f952ea-5a0a-48e5-8fff-fc43e939097b · outbound

This paper cites In: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers).

A Comparative Study of Decoding Strategies in Medical Text Generation In: Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers)

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-05T19:03:11.202158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da56d1a9-296f-4b48-95cb-5269b459d2fe · outbound

This paper cites Hierarchical Neural Story Generation.

A Comparative Study of Decoding Strategies in Medical Text Generation Hierarchical Neural Story Generation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T19:03:11.289299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ef33bcc-466c-4c75-b9ca-06d5d9e6109e · outbound

This paper cites In: Proceedings of the First Workshop on Neural Machine Translation.

A Comparative Study of Decoding Strategies in Medical Text Generation In: Proceedings of the First Workshop on Neural Machine Translation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T19:03:11.342052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e66690c-67a8-4d28-b699-272b92727c0d · outbound

This paper cites an unresolved cited work.

A Comparative Study of Decoding Strategies in Medical Text Generation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:03:32.050350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dfdc005e-1a4e-4f93-9e6f-3e85a970ae58 · outbound

This paper cites Information Fusion118, 102963 (2025).

A Comparative Study of Decoding Strategies in Medical Text Generation Information Fusion118, 102963 (2025)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:03:31.758529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a2d921ff-4fec-49ce-bc60-892bb4d44282 · outbound

This paper cites In: Goldberg, Y., Kozareva, Z., Zhang, Y.

A Comparative Study of Decoding Strategies in Medical Text Generation In: Goldberg, Y., Kozareva, Z., Zhang, Y

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T19:03:11.549405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3b9bb06-abee-4e23-8101-594ac150dfd1 · outbound

This paper cites The Curious Case of Neural Text Degeneration.

A Comparative Study of Decoding Strategies in Medical Text Generation The Curious Case of Neural Text Degeneration

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T19:03:11.625612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b589a4ca-90ed-4aa4-8340-d1fba9d57ab7 · outbound

This paper cites In: Webber, B., Cohn, T., He, Y., Liu, Y.

A Comparative Study of Decoding Strategies in Medical Text Generation In: Webber, B., Cohn, T., He, Y., Liu, Y

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T19:03:11.693645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75bf360a-c4ed-46be-8645-b053f979fc75 · outbound

This paper cites In: International Conference on Machine Learning.

A Comparative Study of Decoding Strategies in Medical Text Generation In: International Conference on Machine Learning

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:03:31.482106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 81226c43-0358-4289-8891-729fcc5dd065 · outbound

This paper cites Transactions of the Association for Computational Linguistics 11, 102–121 (2023).

A Comparative Study of Decoding Strategies in Medical Text Generation Transactions of the Association for Computational Linguistics 11, 102–121 (2023)

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T19:03:11.878474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27f1c513-8d91-4e58-8d30-14589aaae740 · outbound

This paper cites an unresolved cited work.

A Comparative Study of Decoding Strategies in Medical Text Generation Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-05T19:03:11.972122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d979ea82-8cfe-47f2-8a61-8fc5948f0b00 · outbound

This paper cites Capabilities of GPT-4 on Medical Challenge Problems.

A Comparative Study of Decoding Strategies in Medical Text Generation Capabilities of GPT-4 on Medical Challenge Problems

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T19:03:12.045220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15586121-1188-4aa5-be0b-bd80f979a538 · outbound

This paper cites an unresolved cited work.

A Comparative Study of Decoding Strategies in Medical Text Generation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:03:31.199204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b9f0d61c-a840-4a33-a852-56179f4cee0b · outbound

This paper cites an unresolved cited work.

A Comparative Study of Decoding Strategies in Medical Text Generation Unresolved cited work

Reference 18

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T19:03:30.971828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e9abc89a-f645-487e-8e09-545746c55043 · outbound

This paper cites A Thorough Examination of Decoding Methods in the Era of LLMs.

A Comparative Study of Decoding Strategies in Medical Text Generation A Thorough Examination of Decoding Methods in the Era of LLMs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T19:03:12.239047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 957c5878-0d68-4e35-a886-a2668ecf756b · outbound

This paper cites an unresolved cited work.

A Comparative Study of Decoding Strategies in Medical Text Generation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T19:03:30.681727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fb592268-c4c7-4531-9129-d011d6f3d22d · outbound

This paper cites In: Proceedings of the 36th International Conference on Neural Information Processing Systems.

A Comparative Study of Decoding Strategies in Medical Text Generation In: Proceedings of the 36th International Conference on Neural Information Processing Systems

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:03:30.381307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6d54b1f1-a2f0-442d-ba9b-5c258c84f0ed · outbound

This paper cites Briefings in Bioinformatics25(1) (2023).

A Comparative Study of Decoding Strategies in Medical Text Generation Briefings in Bioinformatics25(1) (2023)

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:03:30.109054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 404146c4-73d4-408c-856d-bcec19b75134 · outbound

This paper cites Attention Is All You Need.

A Comparative Study of Decoding Strategies in Medical Text Generation Attention Is All You Need

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-05T19:03:12.545081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d210c4c-0837-4949-8a38-195d0e9945fc · outbound

This paper cites In: Pro- ceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI- 18).

A Comparative Study of Decoding Strategies in Medical Text Generation In: Pro- ceedings of the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI- 18)

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:03:29.805176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2f450869-d87f-49bd-9e3c-85d350e7a7ac · outbound

This paper cites Authorea Preprints (2025).

A Comparative Study of Decoding Strategies in Medical Text Generation Authorea Preprints (2025)

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:03:29.480113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 52bd614f-2bd6-46de-8c06-2c26b6bc6a29 · outbound

This paper cites Transactions of the Association for Computational Linguistics10, 997–1012 (2022).

A Comparative Study of Decoding Strategies in Medical Text Generation Transactions of the Association for Computational Linguistics10, 997–1012 (2022)

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:03:29.180247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6d4b2355-cf89-49be-8cb0-c2db6213a5d3 · outbound

This paper cites MedRxiv (2023).

A Comparative Study of Decoding Strategies in Medical Text Generation MedRxiv (2023)

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T19:03:28.912110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2316e908-52f5-49bd-ab15-da653dc7e202 · outbound

This paper cites arXiv preprint arXiv:2410.21348 (2024).

A Comparative Study of Decoding Strategies in Medical Text Generation arXiv preprint arXiv:2410.21348 (2024)

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T19:03:12.914500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47279332-67a0-473b-ac6d-b9a474211281 · outbound

This paper cites Trading Off Diversity and Quality in Natural Language Generation.

A Comparative Study of Decoding Strategies in Medical Text Generation Trading Off Diversity and Quality in Natural Language Generation

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T19:03:13.006603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.