Paper Citation Record · LEDGER

Personalized Language Model Learning on Text Data Without User Identifiers

As of 11 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2501.06062.

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

pith.paper-citation-record.v1
2501.06062 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:11:35.497788Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

44 of 44 outbound references displayed

verified exact1
verified fuzzy5
unresolved38
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cdbd689c-4a42-4dca-91ce-ee964d641665 · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:36.181386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f6ea19ef-34d0-494e-8dde-59a17bee2a5c · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:36.169857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f5bf19d9-5a0f-4a73-8a18-fc66a9e894ba · outbound

This paper cites LEAF: A Benchmark for Federated Settings.

Personalized Language Model Learning on Text Data Without User Identifiers LEAF: A Benchmark for Federated Settings

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T21:11:35.334514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f993cf8-985d-4c59-a03d-44acbe736b68 · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:36.157711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e08f24ff-bcf6-4bd8-ad3a-3832773225af · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:36.140500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6c854eb5-db7e-4ab1-abf0-cd2acd60731a · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:36.116009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 14fe89a3-2137-430d-a377-18beb847be2f · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:36.093558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b1b1a2a2-6715-47ef-ab62-715a0388bf86 · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:36.076247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 653412d7-3de0-446d-9cea-019b7f4badeb · outbound

This paper cites Adaptive Personalized Federated Learning.

Personalized Language Model Learning on Text Data Without User Identifiers Adaptive Personalized Federated Learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T21:11:35.360279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98d21b72-7f43-4fb7-a133-871cb072734e · outbound

This paper cites Generative Input: Towards Next-Generation Input Methods Paradigm.

Personalized Language Model Learning on Text Data Without User Identifiers Generative Input: Towards Next-Generation Input Methods Paradigm

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-08-10T21:11:35.571268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bf321595-6284-4fba-a657-13261b00c429 · outbound

This paper cites Ozdaglar.

Personalized Language Model Learning on Text Data Without User Identifiers Ozdaglar

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:11:36.056787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 41b8a972-7303-44d7-bcc0-4b347373b96d · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:36.041885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 258df830-2d12-40fe-acff-60194fabbf5c · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:36.020753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8c589f2a-0d07-4e5c-896b-e70cd912b505 · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T21:11:35.379297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64e7a5cd-3f81-4c42-b5a5-ab2c0c862220 · outbound

This paper cites Federated Learning for Mobile Keyboard Prediction.

Personalized Language Model Learning on Text Data Without User Identifiers Federated Learning for Mobile Keyboard Prediction

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T21:11:35.383470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 547cd4f4-a227-4b46-bb81-fea0a885d63a · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T21:11:35.387592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50dcc34e-7998-4303-8a97-2a8436389b72 · outbound

This paper cites Reddi, Se- bastian U.

Personalized Language Model Learning on Text Data Without User Identifiers Reddi, Se- bastian U

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:11:35.981908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d11d4084-d2bc-484f-8922-9954a7390dcb · outbound

This paper cites Kingma and Max Welling.

Personalized Language Model Learning on Text Data Without User Identifiers Kingma and Max Welling

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T21:11:35.398960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3686f14-cdb6-4e87-8743-f18af30e3a8b · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:35.956396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 17378897-4c5f-4257-b5f9-e2bf8177ea14 · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:35.943081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bbffcc3b-9b27-4c23-b46f-aab442813d7b · outbound

This paper cites Spithourakis, Jianfeng Gao, and William B.

Personalized Language Model Learning on Text Data Without User Identifiers Spithourakis, Jianfeng Gao, and William B

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:11:35.928959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4e4b4fca-1f68-48fd-8cba-979c57fc3184 · outbound

This paper cites Think Locally, Act Globally: Federated Learning with Local and Global Representations.

Personalized Language Model Learning on Text Data Without User Identifiers Think Locally, Act Globally: Federated Learning with Local and Global Representations

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T21:11:35.415246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60cf0e5d-003b-4043-8998-f1517d5e68e8 · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T21:11:35.420902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6002210-3c53-4c9f-9592-77af1b367186 · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T21:11:35.430635Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7acccac4-0fc3-426d-b24c-2bcd95237e8c · outbound

This paper cites Brendan McMahan, Daniel Ramage, Kunal Talwar, and Li Zhang.

Personalized Language Model Learning on Text Data Without User Identifiers Brendan McMahan, Daniel Ramage, Kunal Talwar, and Li Zhang

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:11:35.889891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 617fe6dd-9009-45dd-a9e8-2b333811ff83 · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-10T21:11:35.439448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8dd53d1-b573-4b19-9d25-2e0ac053cdc5 · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T21:11:35.446814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74ddaefc-90fe-4001-bd6b-a3a52e6f4606 · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T21:11:35.450011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40819065-8b11-406b-a15c-c9b34e0273a0 · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:35.827039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8f30c21e-da93-4478-9f58-f37e99fcbd85 · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T21:11:35.457074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e71976f1-812d-41b1-b6c9-b3aaef2cb589 · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:35.798123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6b7f503b-4c05-4477-8279-08ff78c76579 · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:35.778585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 62c89621-52f8-4d4c-be2b-1c59bd35ae38 · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:35.766399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ec6468cd-db4c-4d78-aa38-2877dcf33e3b · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:35.746603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 19689286-7bf7-45fe-9e8a-1f2aaa60b0fd · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:35.720136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation aded84a3-8490-4f6a-ac2d-302b2b0d4398 · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:35.699315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5c108b0c-63a0-474d-80b8-2497c2369f51 · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:35.665077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e9c071be-6cda-4c3b-a527-0588ac946dad · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:35.651520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4f0e006d-3430-42d6-a8a3-d2c1f1d2731e · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:35.633603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5c7403a6-1f4a-4557-8d2d-7edb90968a7f · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T21:11:35.494228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3a725e5-f38f-47f2-b4c4-cc9800a5631a · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:35.609364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3a9c25c5-a15c-4a0b-925a-3039c69b0ea9 · outbound

This paper cites an unresolved cited work.

Personalized Language Model Learning on Text Data Without User Identifiers Unresolved cited work

Reference 2016

Resolution: unresolved; raw_fallback, observed 2026-08-10T21:11:35.866359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 002e58c2-36e5-4b78-9b02-f9ae1c661ee7 · outbound

This paper cites In ACL (1).

Personalized Language Model Learning on Text Data Without User Identifiers In ACL (1)

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:11:35.909634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7bf72fe2-3341-49e9-816e-c1f6181560b4 · outbound

This paper cites Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders.

Personalized Language Model Learning on Text Data Without User Identifiers Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-10T21:11:35.391028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.