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Paper Citation Record · LEDGER

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View

As of 17 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2508.16261.

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

pith.paper-citation-record.v1
2508.16261 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:28:45.034772Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

40 of 40 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved40
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 542e19f3-7553-49ac-9401-11359c10c932 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:54.604374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:40.313105Z digest=sha256:e2a3e45cb579240210f8c9ee6a389cd9a1633d46abcb1c82302b7db0b57c805f

Observation 2f881434-d581-42be-a9fa-e7582be55977 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:54.319143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:40.401376Z digest=sha256:7c701ee8c9d5c2fa8691f8ee7435097d5c8f60296d3fd5842eb2080eb0a7977f

Observation 1acc6029-048a-4251-801c-9c3a574cbc4a · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:54.064004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:40.565236Z digest=sha256:cb8d9aacc4041d782729d47c6c45844042ceaf7f62c248a822e5b7af18fb2622

Observation 4926def6-68d5-49af-96ab-f1a7d4fba669 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:53.867949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:40.657014Z digest=sha256:2332055c7b1c71339536d2d0eea749950c2fc24305ffc416b3c0b8fa771f0d9b

Observation 568b8fb9-e8e8-439e-a4d9-a69facc96e26 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:53.605020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:40.775571Z digest=sha256:6894315842296e1fa97f6f5c3a6fa1dcffb71de8946d7fe0fb2bd83146a20db3

Observation 8a814af5-d04d-4605-a273-8b1b6f8cdb99 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:53.376859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:40.859868Z digest=sha256:f2fb6ef5995da7611c8c17a72cf7d7ebbdfe8da77b1db02832bb24104401d153

Observation 316e061d-9595-4641-a19b-5cdae1f88514 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:53.108562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:40.999128Z digest=sha256:0c9a7c30cccd15581807f9cca5db57edbeb70fdfafc9479243144ea2432301ce

Observation 32389c00-eb44-4d0f-85ac-f82717cda968 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:52.872131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:41.083323Z digest=sha256:6e8d4e14fb8bc1080e897e738571edd0361708b19c88794c33bbbc6870520b81

Observation 8267db67-adb9-454e-b3a7-a3fbc91835a7 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:52.637247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:41.222220Z digest=sha256:5146cef7d1f3000769913c9ced99a54de6e2bb7d6b5c5bdcf4038bcf7c2604da

Observation ed914241-82d1-4c53-b2c4-5c0b36078817 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:52.411993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:41.341526Z digest=sha256:65483233a91876758d0bcc5f15723239a925d08ac9a81ad0966b6a79c9201d52

Observation c6cc70b6-93e3-49e2-b900-74699d0b21bf · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-05T17:28:41.467873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:28:41.467873Z digest=sha256:ba4cb3b99bed1658c304cc6c19f5865600b4911427545b1c4221d17d0c9315d8

Observation 64f17bfb-2df2-4cce-8682-557c3d84f5b5 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:51.941695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:41.730651Z digest=sha256:069c49154abd6067e327e94ac5925b366f974ced1df0e645378c28ff69dbabce

Observation ef441d6c-523d-4db7-b00b-a5cf55bc7663 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:51.681762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:41.854743Z digest=sha256:8269ac3c54850d47a67d7be8fef2aa964383336b8fcf9e6acb1365b84eb3f143

Observation 1f3c9cad-3b26-4afe-a774-557d9b27c763 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:51.458992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:42.000639Z digest=sha256:eef4e1553f7d08afe9e40b6a823cf5294dbbcb0ddd9a5cbb8f550af17b00881a

Observation 862f7f35-1104-45e1-b8ac-21f36302480f · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:51.232881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:42.113883Z digest=sha256:c4c263115afc0cacb48518cc49ff065ee9380b182d9af3bc8a728f208a912eeb

Observation af34ba81-b75f-4808-8a69-75889b369ef9 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:50.929997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:42.229000Z digest=sha256:60c70a19ab3801983f4758caf751e83c78836bd2be59f33b6615f8a2078f25ac

Observation 4622ecdf-2063-4b02-82c6-0af273b6efa0 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:50.671838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:42.339533Z digest=sha256:db40d97c082eb70f2b25e83c99f9c33044b823a04f65050c5e1891ae1eccf7ab

Observation 3977227e-5ea0-45a3-b014-334139ec6b70 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:50.360149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:42.436937Z digest=sha256:f4ee4b29931f506eed942616dadf5fbbf1dd06b90c42ad16aeae25f1af5b5e0a

Observation f6f769b1-4349-496a-9f6c-5e8e004b84de · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:50.160604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:42.562310Z digest=sha256:847e1b801fb447ba4693c9d32686e2b9986e5368a8ed7c7f819fa1fda4ac445e

Observation e1e9eaa6-1730-49f9-95da-34384351d2ba · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:49.864133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:42.673299Z digest=sha256:d50aafbc0d390b5e450d35a85add5dbf1bdf5eb4dcd6d2016e642a058e66acae

Observation c4ed5219-cf85-493b-912c-9ebf3bb45063 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:49.667221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:42.771122Z digest=sha256:13f0974bd86f223c5463098fba3daeef4b19f0a571fc5c3e2fa0dd58f685c865

Observation c20e8647-eb91-4344-b5b1-eba88b6d75c5 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:49.376660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:42.870992Z digest=sha256:e2d69f02f46514b7f18851260317bebaa9a602f9d19ccb97a7230ce6b9726fe4

Observation c20e9781-75bd-43ed-8f7c-72a82b66b24f · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:49.089529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:43.023461Z digest=sha256:158b8e10388efcea6eca4b8b982c3be41d08d4e392b54f6043ef2ca2a00ed6ad

Observation 2472792a-7e6b-4d88-bec0-2b3febaf7f70 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:48.871954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:43.184253Z digest=sha256:d7aedadb254a9f780eb92915af31a09f673b7b182b2e67be7c9a083f7439de3b

Observation 3c13f669-c191-4fde-99ea-012cd2103bc8 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:48.642029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:43.290603Z digest=sha256:4f3fe0baea8e2eeeb626c1ec73634a01c7224b62291a3aa058cd12a4992486f1

Observation 93ea2a51-434f-464d-a489-0f73b9149554 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:48.353119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:43.402532Z digest=sha256:46b4a87903404cb84be8b82b46d8535bb9d781513cdfbbe40500c6a72766c91a

Observation 9c5d442d-3299-47e5-bbbf-c2656648c619 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:48.112321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:43.543997Z digest=sha256:46c97fbfe685d2e94e14b4a302ea0eb85dd5cf95cfca07802cff9b84a9a3c6b9

Observation 70468af5-8341-4dc7-a9ef-47075aa6522e · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:47.861343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:43.662296Z digest=sha256:6ecf10ac5e5340cce0a8406bf41275146d23ab36421a7897617bc553953d2900

Observation 9d968fd8-66d2-48a5-8a5c-2fdb17b73838 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:47.587634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:43.823011Z digest=sha256:673134294a1f41672ad4b3707479909e72a7dc70b8d49ca4d695dd8882136fb9

Observation 2f9a398a-e3b4-475a-9b24-b3568d5c0537 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:47.303483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:43.942133Z digest=sha256:75ddc7e5553fc7e4dbc081324f61068705bd01411a757277f43df802a08d4253

Observation 422d983b-1f69-41e6-99ba-d3b1b5abef92 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:47.041347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:44.071000Z digest=sha256:85d2a26951e6aa60ff2cec54ef117924230445fcc6dcb22580f71ebac11b3f9d

Observation ff2c8db3-7a57-46a2-9440-6d008eda3395 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:46.759207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:44.203908Z digest=sha256:c3000bdf57c43f7c8698bb654468f21828026c00d96336b5a2d5ba3087bcaac1

Observation 0ee377b4-6874-42e7-8fa6-f09b0d11c359 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-05T17:28:44.331139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:28:44.331139Z digest=sha256:237f96343ba8f1308353fa7ee37e5ab255a6fbcc2848589c73d7c230121c0618

Observation 37382566-e8e2-4930-ac89-23a64c083ca8 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:46.238698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:44.533949Z digest=sha256:7705d8ab2e9411164c5e499d0bc3a2ea012c06f1a0655d39086030db3e4a3b7e

Observation 8d5fb298-2f54-43da-8456-bf2da429d9cd · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:45.989515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:44.669311Z digest=sha256:92cf4724fed20c62fcaf5df424dd802f04c89916226298244fd1c2dfed92e74c

Observation 3055966a-ede5-4ba4-a90e-ed6dd5135596 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:45.779180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:44.761720Z digest=sha256:425c1b50040a70498c85774d5ca7f5c4e672a532b2fdca7445e00e37fcdf2f87

Observation 4120b300-ecfd-4f6a-b2d5-a53892796385 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:45.514326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation d8df69a6-c1b8-4ea4-aefd-6661a52607ee · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:45.304382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:45.034772Z digest=sha256:58dc09ea4d1947be36e8236e5425eaff9f5bd9e67d15a2605bb75424043b9586

Observation d6905777-e480-4602-9fd1-b7317d8ebc75 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 2014

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:52.167543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:41.595635Z digest=sha256:b114483dbc48e8cc1f419e2443a1d730690cdac5552167fad4a30fff4eb5bfb0

Observation b1b58722-69ae-4a51-87a8-212d99e95993 · outbound

This paper cites an unresolved cited work.

On the Evolution of Federated Post-Training Large Language Models: A Model Accessibility View Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-05T17:28:46.473547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-05T17:28:44.424028Z digest=sha256:e8d71adcb57c2d47d7416dea4256a26a99c5c3e1c222bc1f31e7d22a42684176

Pith citing papers

No inbound Pith citation observations are available.