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Paper Citation Record · LEDGER

Evaluating Differentially Private Generation of Domain-Specific Text

As of 20 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 2026-08-19T06:32:44.657259+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=sha256:029990e37cc0854af2c56c859b3c04212ddaf8cda5ca54f13a44a38aee25b5e1

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=sha256:7fd0864f89997ef7bfdcf5f9aec67b27b6b9e43a760946499d3b3ca25fcee959

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.220083Z digest=sha256:37de219ef9799d70125a9e3de3de3fb0167e381f8089f04baea1c96fc336c7f8

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.223213Z digest=sha256:d43236ec6dd38dfd75c8282a7b4322151f4611c9d21a0fa604483a4fc2303afd

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.225954Z digest=sha256:644bfce7e2d00d91d1539e94c8dd42ec655e3df75a2f3e004e3304fe3ed0bdcb

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.229088Z digest=sha256:94f6d8e70813dfa1b21d4b74d860dc93b6cdaa766bb2aba6524bbf915cfa6954

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:ee64c06c6551b8d8d5b94546f2c1bd77e63f39d8ecd27719aa4a0f1cf1348537

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.238787Z digest=sha256:4141f066b3dfae7d7169fa277d54071a22868715501ae3b6501e75564111609c

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.241404Z digest=sha256:a75e53a231a98e945858495b90732cf5e0a65c544cedd0da1cccf0394632a409

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.244140Z digest=sha256:f2dbb239aec10ed2f0d76820bad9f571b63d6a6a0ed9909b1117331294058224

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=sha256:9d5df5feadadaba357a9a463e2217cd0ff59c7523ddf9d97b8769071897a818f

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=sha256:54ae045d892825b02ffcb85cf258f37f33bcdce28fe24341f856bd6ea0f6b470

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=sha256:74cb808f595cff671003b49984edb295a3cdea057acdabf68462da69f3ebc8e3

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.259601Z digest=sha256:c821ebeb89d569daf3ef73b534017d99af119ab84f8cfcdf8306776fefd237d3

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.262338Z digest=sha256:4dd406cc7768ef0ed6714b9d151d5c0dc22172eb36fce06019c8d5db2815050d

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:ee7b656fea0ab5584e80a8959bb90cb3406bd6b77122f61b2dc5bb8d72019222

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.267769Z digest=sha256:6d9dc29dde390c995cae3bb036cc711f23769ea0e1473fc6673e266c65733d24

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.270421Z digest=sha256:f9547af9efb0e05236a705122fa7ca9f62448195f195151ec1317af312c4ad58

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.273793Z digest=sha256:ef9915d9db730a1f2ceec72d7c3c33b0912104f16a2ba5ba5453111967b85b4a

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.276966Z digest=sha256:9427a32f80c8f4d4268b8a9d9b9bc2c7be4f898c29ec674aff20d7f2d0924d8d

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=sha256:065373cc02430d23abcf8723b12f436d484239aee673c31cf5604fa4bc986f7e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.283920Z digest=sha256:5d15d707e14c5b18ea3304f6d767281158599e1290ac8f2a5950b56a4dfcf24e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.286935Z digest=sha256:d9e109437afde33b9cdce574797607c3bf017e9b25f83957078422328c01b1eb

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=sha256:4dcdd03dbcd035342904fd534af58892bb73872927215c61e363d9174814a828

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:a000732250eead3c4e1ba9700325ce2ccb7174536526e5dfd8a629a19c297a1a

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:b589fcd0b3ca561b1336e7fd30697f42c846d4bca5fab4f939c2b9a38101c091

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.301090Z digest=sha256:886c3e47fc0e2c7bafb5024decc5d5a980aa169ff70c72d7a08be2157d10f0da

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=sha256:8c63fdc51b0ad816e4b604a601b22248438b22b903b2ab7dbb9df4b1d90e7de7

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=sha256:5d24ed4eb0ce02884dc812150e3a6d38b63c7d9ad87637ba2f58f59a17d3be38

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:d348a10d71acad8c1b471219e11172b2c2e0f5a850f06d2fd2a62f4be34e68a8

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=sha256:20ca220bbe6a6ec6bd2a4816692bc1dcc347d3bab0de8e40e9e4f462b4237d52

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.319782Z digest=sha256:994bf331226ee6cf894e5bd7d65567473492b85a5d358541cc2ff131d8340c0e

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.323708Z digest=sha256:662b950bb5a326b72497f239e41655d4482dc818afe8a6a93487c066a0ea32d6

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.327101Z digest=sha256:b449287dffa4ed495b990009c06247f05cec44e9a311e8d38174e49ce4b3f7cf

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.334240Z digest=sha256:0249898239d8f8c6263c8e0dfa316a0fcafc1be7ebcb2524df0a41d6e6ea49eb

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.337783Z digest=sha256:4154026c90b2e0cef2194ca32a79ecf63f69f453b1067870a1224539c6c5bdec

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=sha256:5ee6af0284c62fde9fa4a0e807b8ae0ed6f5c7e587c0fbc93cbd5a9312551d05

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.

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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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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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.

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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 2026-08-19T06:32:44.657259+00:00.

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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 2026-08-19T06:32:44.657259+00:00.

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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 2026-08-19T06:32:44.657259+00:00.

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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:c2ec5dd9893d936eb12c16497fac220b27b6ec41cd89ebfd58f634fc2ab5ae75

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=sha256:93f20068f21652a7349072f234c40186af77d3255aa29c225cc0f6be94bb06f9

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:bdc9daf28ba2a5026a60e3aa0925d9a0d907bfd53b5d4059b63ebc140da33030

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:f914b309d515d023eb3f74d43627bfa6faf58e83c091e4f4d2a92203554cf4d5

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.232186Z digest=sha256:3ea0bec03ad77dda95ba044d720ca5382a71622e9b2e2dec60c4b135165daf53

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=sha256:0c0ebb6ee43db16cdd47bb2954bfbc06cc88f5cc74e212a722c23791954e27cc

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=sha256:2cbf3dfb1e3fdd4f4bf961eeca316c468ae20340d884996c142c66836aadaae7

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T15:09:03.330331Z digest=sha256:e8a3e6ce06bb317a504a500b9cbacc911577f1c5373b27f413346fbbb92b4a30

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=sha256:7fc4fa8c8ed8da2e3cee2e61974b89ce24f9386cbe0e9f05201e413922527c02

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 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-18T16:46:22.479895Z digest=sha256:acfc1f1c9929411f3b49e6d6d1d1f0cf191f13300c205540345c0490e1121b8a

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=sha256:3a2dc3b07177bc01296d656d8a73c48f2e70b86a2c8a319f671e0894b922cd7d