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Paper Citation Record · LEDGER

Evaluating Differentially Private Generation of Domain-Specific Text

As of 10 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 2 inbound Pith citation observations for arXiv:2508.20452.

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

pith.paper-citation-record.v1
2508.20452 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:09:03.383162Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T19:41:11.190542Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T16:46:37.528733Z

Reference resolution

52 of 52 outbound references displayed

  • verified exact6
  • verified fuzzy1
  • unresolved40
  • parse uncertain0
  • malformed identifier4
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2809fbe2-06a5-421c-8803-6511b667922a · outbound

This paper cites Brendan McMahan, Ilya Mironov, Kunal Talwar, and Li Zhang.

Evaluating Differentially Private Generation of Domain-Specific Text Brendan McMahan, Ilya Mironov, Kunal Talwar, and Li Zhang

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:03.212684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.212684Z digest=sha256:02a1bfe7b2c2cfc822caf38bcc9660e4dc1d4416d31d7f909d33fcaac0e1935e

Observation 1195cbc0-b761-45da-8d8f-9aa6dfb96d1b · outbound

This paper cites Private prediction for large-scale synthetic text generation.

Evaluating Differentially Private Generation of Domain-Specific Text Private prediction for large-scale synthetic text generation

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:03.216788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.216788Z digest=sha256:4e5a4d6382a3cbce9b649e513c71b0dd7f36c1d6fc8d1985b8fb0bd1cce2df95

Observation 05399e19-4aa8-40d7-9f04-526f8515e3a6 · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:09:04.053836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.220083Z digest=sha256:7133ab4ea88e04f74126f7a6b5281ccd20048d91b70e80ff48788dc0b886af3e

Observation cddd3a4e-4511-47ef-a9ea-752cc123498d · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:09:04.044417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.223213Z digest=sha256:bc7ceddca93b428c238b1ebfbefc9befdf35f20f81e9369c7909a31c8f97297c

Observation b5b221bc-7f19-4330-8a64-295ce8b54592 · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 5

Resolution
verified exact
doi, observed 2026-08-05T15:09:03.504990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.225954Z digest=sha256:1a254e3ec2876ceacee8ab22e84ce3ec39a2329888b7543b6dd98a670c0ba4fa

Observation 7426eff8-327b-4630-95a4-a871db230888 · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:09:04.035569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.229088Z digest=sha256:5dbb0449c9be61109511a3eef270526edff3cd09cf6272182f44b8da22207275

Observation 9d1e3f18-7a75-49c9-aa30-7c2972ba060a · outbound

This paper cites Liu, Vi- jay Prakash Dwivedi, Thanh-Tung Nguyen, Xiaoxue Gao, Nancy F.

Evaluating Differentially Private Generation of Domain-Specific Text Liu, Vi- jay Prakash Dwivedi, Thanh-Tung Nguyen, Xiaoxue Gao, Nancy F

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:03.235102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.235102Z digest=sha256:110566bbadc00990f7a8aa8a2a793c632339749f206db2505e614a2a977deb40

Observation 438ad529-c856-48a4-a3b8-28fbb61f13c6 · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:09:04.026564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.238787Z digest=sha256:fc9425e132023562b8833cfa6ea9eed7d36daaa468be08a304ae000c81a6223b

Observation e7c636c2-6ace-4233-8151-1ca96077862d · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:09:04.016731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.241404Z digest=sha256:0746622a08088ebced2329f1fb1f3d0faf0d0531da2860455c95a1a7994231d8

Observation 95309bb3-b682-4faf-99da-f2c1c401cadd · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:09:04.005977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.244140Z digest=sha256:534fae4f72c3a9fb48004c0ca5a74bcff7d3aacec4821b88371b562a2dd66a85

Observation 4c4723fe-274e-41f3-b275-771c12c02df5 · outbound

This paper cites John, Noah Constant, Mario Guajardo-Cespedes, Steve Yuan, Chris Tar, Brian Strope, and Ray Kurzweil.

Evaluating Differentially Private Generation of Domain-Specific Text John, Noah Constant, Mario Guajardo-Cespedes, Steve Yuan, Chris Tar, Brian Strope, and Ray Kurzweil

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:03.250394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.250394Z digest=sha256:8262655e26a1ca5e8b1e5f78322a26b919b8d16e8647f0fd625426146c9fe936

Observation 2d017713-55e2-4c7b-a76d-0ac084b44fb1 · outbound

This paper cites TabSynDex: A Universal Metric for Robust Evaluation of Synthetic Tabular Data.

Evaluating Differentially Private Generation of Domain-Specific Text TabSynDex: A Universal Metric for Robust Evaluation of Synthetic Tabular Data

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:03.253264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.253264Z digest=sha256:0b36c4cba63de789fe1714a20d41f6ccf7e7d9e6eca1a344e06fa2e4284182da

Observation eb7ffc13-b792-4565-a62d-9b89c9f0126d · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Evaluating Differentially Private Generation of Domain-Specific Text Training Verifiers to Solve Math Word Problems

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:03.256568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.256568Z digest=sha256:8484f249e89467765356e17e14ee1c1056ceebdcbf1d167e3d72f6fc51bbab77

Observation 5c452bee-227e-49d8-864c-c94da61283a2 · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:09:03.997257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.259601Z digest=sha256:84f997de4aef0cc7ffec3f086eca707cd224802982e85bc146de390363c6ff99

Observation b985ab37-55ca-4286-b027-66ebfbee9bdf · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:09:03.987674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.262338Z digest=sha256:2022fe1ef9f7ed97cf12dae4aaff0672261a6ad8eff829fe62094f47393f50a9

Observation 2898d90b-b128-41ad-8fbd-e420e7de11a2 · outbound

This paper cites Mollick, Hila Lifshitz-Assaf, Katherine Kellogg, Saran Rajendran, Lisa Krayer, François Candelon, and Karim R.

Evaluating Differentially Private Generation of Domain-Specific Text Mollick, Hila Lifshitz-Assaf, Katherine Kellogg, Saran Rajendran, Lisa Krayer, François Candelon, and Karim R

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:03.265149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.265149Z digest=sha256:41186b4db1f3d71e60957a3fca5b6c31d9896b66f792645d250a2f00eaf97eb0

Observation 9229c999-fac0-4057-abba-b4289ac74c5a · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:09:03.977602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.267769Z digest=sha256:eda166ae9b03271060190f782e38a37a812b3aee5af0268a38449bb06241dcae

Observation ea31999f-f975-4f42-abd0-86255e37371c · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:09:03.968075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.270421Z digest=sha256:58a556225d83c0f46881130abb9e9abe0dd8ad6c52acf0f7a92b551161f152b0

Observation 4f0e2f50-de02-47a3-ba9e-73b3520e6ff8 · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 19

Resolution
verified exact
doi, observed 2026-08-05T15:09:03.473768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.273793Z digest=sha256:3b9f9e52db0dd9e60448e2e34b39ab83e233c222d705c2c85908803b1a6b587f

Observation 3d9c4ab9-8667-4da2-a34c-c10e0299b4c3 · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 20

Resolution
malformed identifier
raw_fallback, observed 2026-08-05T15:09:03.959422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.276966Z digest=sha256:7f7efd846706abb6eb6be093dd84e0d17d122425e6f4aa02feee288d848343fa

Observation 24ca2ef0-387a-46ae-bb71-67514bd707c4 · outbound

This paper cites The Llama 3 Herd of Models.

Evaluating Differentially Private Generation of Domain-Specific Text The Llama 3 Herd of Models

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:03.280171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.280171Z digest=sha256:f9be7f8282790c9b95d7fee9ddd039173da1cff035f1df2c97a1f546aedd4fa1

Observation 10ac65e1-3f09-412e-9397-965ccccdf70e · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 22

Resolution
verified exact
doi, observed 2026-08-05T15:09:03.464414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.283920Z digest=sha256:16d87510914149cd3dd6a91db1476ff3c0e456a350db9409a2ed0d90366a63e0

Observation 4ab93ec2-42db-4253-88d7-dcc25953b7eb · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:09:03.950563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.286935Z digest=sha256:729faaaaa49269186fd1fad3599732eb55f674f4dcdcc5303756419fcfd561ec

Observation 1623f8b8-5e6f-405e-8237-58c3d7e95b2e · outbound

This paper cites Johnson, Lucas Bulgarelli, Lu Shen, Alvin Gayles, Ayad Shammout, Steven Horng, Tom J.

Evaluating Differentially Private Generation of Domain-Specific Text Johnson, Lucas Bulgarelli, Lu Shen, Alvin Gayles, Ayad Shammout, Steven Horng, Tom J

Reference 24

Resolution
malformed identifier
no resolver link, observed 2026-08-05T15:09:03.290193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.290193Z digest=sha256:d9f041c64ee33d4637877832bc8e8113bd93d2887d3f1c3702f442bdb0da51ed

Observation eb700310-a2d5-4139-a0fe-cb535a4f192e · outbound

This paper cites Johnson, Tom J.

Evaluating Differentially Private Generation of Domain-Specific Text Johnson, Tom J

Reference 25

Resolution
malformed identifier
no resolver link, observed 2026-08-05T15:09:03.293434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.293434Z digest=sha256:f806d71c06d3e873f7fdd9f2056e0985344db2f6e93888516ce1a5b09323a9c1

Observation 32fc9fce-18e9-4b3b-90d5-d7394ee461de · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:03.297180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.297180Z digest=sha256:1947362fb8b43e7917ac4b1a3b92396109740074d45560ae20598c5d389835a7

Observation adb5b487-b600-4a4c-8bee-47c8ff4c14d1 · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 27

Resolution
verified exact
doi, observed 2026-08-05T15:09:03.446431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.301090Z digest=sha256:171fcb9e6af354bc4e485c72cb7965d696bad0c2f1e7713bfbc95cb9558dc4b3

Observation dd957b58-c3b6-41fc-9437-53708b5ffa39 · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 28

Resolution
malformed identifier
no resolver link, observed 2026-08-05T15:09:03.304169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.304169Z digest=sha256:c0f7a0581a814fd5d0d4e520e47d5e6f8f5d3aa626c1498faebb459c022bbc99

Observation bf73d7af-8376-4e9e-96a1-44e28af7862c · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:03.307233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.307233Z digest=sha256:f3e08b4fd95fb42d38a2aa98afd6e71f33c8b1acdf5725ed37ce0faa30020620

Observation cf5efdda-481c-457d-b47a-384dccaac608 · outbound

This paper cites The Limits of Word Level Differential Privacy.

Evaluating Differentially Private Generation of Domain-Specific Text The Limits of Word Level Differential Privacy

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:03.310588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.310588Z digest=sha256:6f4f9d622a25ab70efb41e6d540c141decaf2e9beec4468adad8e7787edbd217

Observation 1c0bf327-c6ce-4a82-970f-566438e43ee0 · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:03.316783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.316783Z digest=sha256:d876838f0872c0ea3ffb2d07d34256f53e8a6eda8cc2acb88370327847b24e97

Observation 088bb67b-6973-4265-adce-02bcf99a1dc9 · outbound

This paper cites uMedSum: A Unified Framework for Advancing Medical Abstractive Summarization.

Evaluating Differentially Private Generation of Domain-Specific Text uMedSum: A Unified Framework for Advancing Medical Abstractive Summarization

Reference 33

Resolution
metadata mismatch
local_arxiv, observed 2026-08-05T15:09:03.646451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.319782Z digest=sha256:cc3557db969fe4111df51c3bd45351ddf18a937caa3a72e27f97f3542d29e109

Observation 48cda4a8-4a9d-4524-91d1-716d098b441d · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:09:03.935763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.323708Z digest=sha256:ca2c1a19a248b34c108672cff98bc6f61fa45078efbc54f4e841ebf1d9ace648

Observation 05b5bb8b-0dfb-4790-879c-2986d6a91183 · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:09:03.927038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.327101Z digest=sha256:0165ab1b610b879479d4610dcffa6304fbb41f42779a2c25ead627d720dcee4e

Observation f6d8715c-b0e0-4c04-8e29-05a279d20716 · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 36

Resolution
verified exact
doi, observed 2026-08-05T15:09:03.432877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.334240Z digest=sha256:5626055ae98080a8993263fe4a16bbc652c426ffdd83f70683a7505445cf36e8

Observation 18e841fa-7dc6-410f-932d-e6373cd44ba6 · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:09:03.907387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.337783Z digest=sha256:07e3f1d940a7f2bd84bd346b9657c93686f2a085eb7d95a863cdbd21edfa1f2f

Observation 10af61ce-2188-4ad5-b20d-e41747a9a2ee · outbound

This paper cites Scalable Private Learning with PATE.

Evaluating Differentially Private Generation of Domain-Specific Text Scalable Private Learning with PATE

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:03.340744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.340744Z digest=sha256:bdef8380dfe029badf53d80af377aee6c5da7efec2c2842271cfc9102388c753

Observation 2d9527f5-54f4-492e-91df-46e6f261e977 · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:03.344467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.344467Z digest=sha256:04c5d5e72c13833043d5a8a4bd9c1931917ac06d7318e9a3311a7c9ca85ada37

Observation 2bc49124-7a27-407e-9f27-a3ad073b823e · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:09:03.898661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.347875Z digest=sha256:5aa28b322a54d87cf55213e46368402f6034b38c61133ee49d131e41f5c049f5

Observation 3992361c-0eb9-4e8f-98f5-e407c4afbeb1 · outbound

This paper cites Generating Synthetic Data with Formal Privacy Guarantees: State of the Art and the Road Ahead.

Evaluating Differentially Private Generation of Domain-Specific Text Generating Synthetic Data with Formal Privacy Guarantees: State of the Art and the Road Ahead

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:03.351081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.351081Z digest=sha256:2ebc104a14d1e44786f62d7dbeedd6860a658c214fe7f5b4c8ccfc761512907d

Observation 489ff103-644d-46ee-82b8-44bebb9b9485 · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:09:03.889716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.354861Z digest=sha256:bff7bc8c2c4e7c2c39bbedacb5b682d613bdbb48f1128bf810099c9b2bdb081f

Observation a1c80e6c-48f3-4be9-b3d5-6caee3c81ed8 · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:09:03.880877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.358134Z digest=sha256:129147b72b39af4a4717a1a2899c375afa9ee80d501e3ce9adc828a37d630fbc

Observation 514cee91-0cd8-411d-821e-e5ad82fd91a7 · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-05T15:09:03.870925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.361365Z digest=sha256:8ae19a1c88fac19ebc70d8ae4acd589582ad0f30a4a15154e64dedb12ef49fcf

Observation c743cc35-da8a-46d4-b41a-fc0531ce5240 · outbound

This paper cites Differentially Private Synthetic Data via Foundation Model APIs 2: Text.

Evaluating Differentially Private Generation of Domain-Specific Text Differentially Private Synthetic Data via Foundation Model APIs 2: Text

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:03.368319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.368319Z digest=sha256:381f44f3bba35b1d1a0900f784f86eb98697528a0bb2320f33ede0a811818f56

Observation c032bc99-b0b4-4d27-a879-a4b9e9176b58 · outbound

This paper cites Inan, Xuechen Li, Girish Kumar, Julia McAnallen, Hoda Shajari, Huan Sun, David Levitan, and Robert Sim.

Evaluating Differentially Private Generation of Domain-Specific Text Inan, Xuechen Li, Girish Kumar, Julia McAnallen, Hoda Shajari, Huan Sun, David Levitan, and Robert Sim

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:03.372173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.372173Z digest=sha256:5d3fa8d5b683c30819034a2a3b4fa2b694e14aa7128e38e5d71a47ccd7f7f6b0

Observation fa425680-b62d-43af-b817-ddc7bb54c653 · outbound

This paper cites Weinberger, and Yoav Artzi.

Evaluating Differentially Private Generation of Domain-Specific Text Weinberger, and Yoav Artzi

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:03.375573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.375573Z digest=sha256:0dcdf8fe17fb5b43a523ad3f068f558c881d77f39838352ff9b71f4315cdc437

Observation c38dc50f-c702-42ff-84f4-6b67fa7a51c6 · outbound

This paper cites Patrick, Paul Fontelo, Hadi Kharrazi, Anthony Faiola, Yi Shuan Shirley Wu, Christina E.

Evaluating Differentially Private Generation of Domain-Specific Text Patrick, Paul Fontelo, Hadi Kharrazi, Anthony Faiola, Yi Shuan Shirley Wu, Christina E

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:03.383162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.383162Z digest=sha256:c42324cc223d1d1dbb6e6a5c0f91eead92fde719c728c76ed5e2985cc7bf78bd

Observation 7ce907bf-b945-4236-8d91-5b8eb0431977 · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 263

Resolution
verified exact
doi, observed 2026-08-05T15:09:03.496103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.232186Z digest=sha256:e8a7e7ab3b1350acacd388aa82b8b95ff3a46419d6ae6089cec6f5c5d6247116

Observation b3408b61-d358-41ab-91e9-e456d6f38fb1 · outbound

This paper cites an unresolved cited work.

Evaluating Differentially Private Generation of Domain-Specific Text Unresolved cited work

Reference 570

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:03.364780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.364780Z digest=sha256:ba4f856c7a554bcf42dc73725bd8369798f6ab9ce60085b9bb2dd7b060e9d02d

Observation 7cbaff61-0f32-4886-b02a-325c28f4b8bb · outbound

This paper cites BERTScore: Evaluating Text Generation with BERT.

Evaluating Differentially Private Generation of Domain-Specific Text BERTScore: Evaluating Text Generation with BERT

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:03.379386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.379386Z digest=sha256:f3d8549f1c6b1d6135bc38c5e85ca9a32096bc39c1b7e1d71314660e5f82eb3c

Observation d194af0a-570b-4e64-810c-ee5e0fd154d1 · outbound

This paper cites Proceedings of the Annual Meeting of the Association for Computational Linguistics (2023), 4658–4665.

Evaluating Differentially Private Generation of Domain-Specific Text Proceedings of the Annual Meeting of the Association for Computational Linguistics (2023), 4658–4665

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T15:09:03.917348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T15:09:03.330331Z digest=sha256:6253194470633f7049f86347fc3aba4ab04af0dea01002c659212f00856e7328

Observation 5a4074d2-053f-4fce-b7a7-fa03fb5fe38e · outbound

This paper cites Extracting Training Data from Large Language Models.

Evaluating Differentially Private Generation of Domain-Specific Text Extracting Training Data from Large Language Models

Reference 2650

Resolution
unresolved
no resolver link, observed 2026-08-05T15:09:03.247046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:09:03.247046Z digest=sha256:1cd8e74cb2b0d974285cf693b5372fed2e32cd5df51bd95ab642228baeaf3dc3

Pith citing papers

Observation 10ebb32e-f86b-4d31-9103-c1484762fba0 · inbound

SynBench: A Benchmark for Differentially Private Text Generation cites this paper.

SynBench: A Benchmark for Differentially Private Text Generation Evaluating Differentially Private Generation of Domain-Specific Text

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-18T16:46:37.531806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-18T16:46:22.479895Z digest=sha256:7421193898d9502de0b3e1f42fe0f37529a37b984da9f84d3a0340768f9463cd

Observation 76051540-3b81-48e2-a435-6e92bf791990 · inbound

Clinical Communication Processing with Models Trained on LLM-Generated Synthetic Data: A Structured Survey and Novel Application Case Studies cites this paper.

Clinical Communication Processing with Models Trained on LLM-Generated Synthetic Data: A Structured Survey and Novel Application Case Studies Evaluating Differentially Private Generation of Domain-Specific Text

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-07T19:41:11.190542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T19:41:11.190542Z digest=sha256:076b8abbcddcd3fd88adffc4c9b64f4e943b8e520590901bfa51175a5662b705