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Paper Citation Record · LEDGER

Teach LLMs to Personalize -- An Approach inspired by Writing Education

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2308.07968.

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

pith.paper-citation-record.v1
2308.07968 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:43:21.349336Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T18:28:48.361800Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 77ecc1ea-0684-4054-b46c-9b666cf43b3c · inbound

A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations cites this paper.

A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations Teach LLMs to Personalize -- An Approach inspired by Writing Education

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T15:43:21.349336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:43:21.349336Z digest=sha256:72574d17863792bb64da111cbc781ce5f207fbcade611568a18cd27e16a20ebc

Observation 9082a722-79eb-41b9-b5cd-4d17e4b93a5f · inbound

PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization cites this paper.

PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Teach LLMs to Personalize -- An Approach inspired by Writing Education

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T00:42:44.839306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:42:44.839306Z digest=sha256:451773b540454ab2f5024c135f2f05ecd7e2f8171a26e2bf3b175273c71f6dd7

Observation 7ff43a33-c513-4abd-a33d-30181146b5a0 · inbound

CLAImate: AI-Enabled Climate Change Communication through Personalized and Localized Narrative Visualizations cites this paper.

CLAImate: AI-Enabled Climate Change Communication through Personalized and Localized Narrative Visualizations Teach LLMs to Personalize -- An Approach inspired by Writing Education

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T17:09:12.636879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:09:12.636879Z digest=sha256:72dce718764c0f47caa94b24489adb1680a6fa9e690f3955b718c2c8c730b8cb

Observation 5263c188-ca90-4209-b783-cce1568e5ec9 · inbound

Learning from Natural Language Feedback for Personalized Question Answering cites this paper.

Learning from Natural Language Feedback for Personalized Question Answering Teach LLMs to Personalize -- An Approach inspired by Writing Education

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-18T22:56:52.969913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-18T22:55:16.228037Z digest=sha256:953e0af10fd15e5dbe8fe769724caeb09d7551a83774d4092af379f1c38f75d6

Observation 4d802dae-db86-4a90-8c9c-e92eccaf599e · inbound

Personas within Parameters: Fine-Tuning Small Language Models with Low-Rank Adapters to Mimic User Behaviors cites this paper.

Personas within Parameters: Fine-Tuning Small Language Models with Low-Rank Adapters to Mimic User Behaviors Teach LLMs to Personalize -- An Approach inspired by Writing Education

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T19:08:29.324760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T19:08:29.324760Z digest=sha256:819514997ceb7ac6e0dba91dbf325a8d333e100fce0361f51a7c6c4944f6a76d

Observation 1aaee978-947e-4178-a626-895201de5612 · inbound

VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions cites this paper.

VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions Teach LLMs to Personalize -- An Approach inspired by Writing Education

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-06-29T17:13:44.729973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-29T17:10:02.936605Z digest=sha256:876222795051d5bf68f84154d6073bc4b7a0542fdfd4c8a161d56641e58997d6

Observation 376541ba-ba3d-4c7f-a9f3-11ddb9a2652d · inbound

Beyond Retrieval: Learning Compact User Representations for Scalable LLM Personalization cites this paper.

Beyond Retrieval: Learning Compact User Representations for Scalable LLM Personalization Teach LLMs to Personalize -- An Approach inspired by Writing Education

Reference 103

Resolution
verified exact
arxiv_id, observed 2026-07-02T11:16:53.454727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-28T04:22:31.760823Z digest=sha256:ea68401dc4212d07240721c0de4e4cc246f627c07efc7904061983427b4d9859

Observation 923145c4-043e-4dad-bd66-0d3734dea892 · inbound

CoPersona: Collaborative Persona Graphs for Robust LLM Personalization cites this paper.

CoPersona: Collaborative Persona Graphs for Robust LLM Personalization Teach LLMs to Personalize -- An Approach inspired by Writing Education

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-07-03T18:28:48.363635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T18:20:53.930801Z digest=sha256:b1e56a30f724fa1347cae6c1ee5a70fe6e8d58f31a0c2cd64f4ceca84ca965d1