Paper Citation Record · LEDGER

Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2402.04401.

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

pith.paper-citation-record.v1
2402.04401 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 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 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T15:07:36.510251Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T01:09:19.444029Z

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 fc76898a-6ecb-463b-bfb8-a14692a4165a · inbound

Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond cites this paper.

Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-23T21:48:28.698884Z

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.

Observation 41b3373c-b07d-437f-b348-f43316a7eaa0 · inbound

Position: It's Time to Act on the Risk of Efficient Personalized Text Generation cites this paper.

Position: It's Time to Act on the Risk of Efficient Personalized Text Generation Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T15:07:36.510251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67c5a2ee-96c2-407f-ad57-1980dacca223 · inbound

Extended Inductive Reasoning for Personalized Preference Inference from Behavioral Signals cites this paper.

Extended Inductive Reasoning for Personalized Preference Inference from Behavioral Signals Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T14:39:53.719189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f21d549-e516-4433-950a-f91d37f17a19 · inbound

From Reddit to Generative AI: Evaluating Large Language Models for Anxiety Support Fine-tuned on Social Media Data cites this paper.

From Reddit to Generative AI: Evaluating Large Language Models for Anxiety Support Fine-tuned on Social Media Data Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T14:35:03.834017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68f80e06-3d45-43a9-b360-e97ce81fa804 · inbound

Aligning LLMs by Predicting Preferences from User Writing Samples cites this paper.

Aligning LLMs by Predicting Preferences from User Writing Samples Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T13:30:23.380941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d461b08c-aee2-4354-9315-d2dac31d9b72 · inbound

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

PersonaFeedback: A Large-scale Human-annotated Benchmark For Personalization Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T00:42:47.145964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31b30a20-2e26-48dc-91f0-ed60fb54e150 · inbound

PREF: Reference-Free Evaluation of Personalised Text Generation in LLMs cites this paper.

PREF: Reference-Free Evaluation of Personalised Text Generation in LLMs Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T22:50:43.688327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d23ea5ce-3efd-42ec-ae09-e853b8f68634 · 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 Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T19:08:30.884858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67d13759-8aa6-48be-98ac-f91c60f0ca37 · inbound

PersonaVLM: Long-Term Personalized Multimodal LLMs cites this paper.

PersonaVLM: Long-Term Personalized Multimodal LLMs Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-15T08:05:15.526364Z

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.

Observation 5ccc7d0a-922a-40d9-8905-9952760b9284 · inbound

JudgeMeNot: Personalizing Large Language Models to Emulate Judicial Reasoning in Hebrew cites this paper.

JudgeMeNot: Personalizing Large Language Models to Emulate Judicial Reasoning in Hebrew Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning

Reference 12

Resolution: malformed identifier; arxiv_id, observed 2026-05-11T12:06:02.370112Z

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.

Observation 9a6d5127-fbdd-4c9d-8324-525cfa8f3cc0 · inbound

Personal Visual Context Learning in Large Multimodal Models cites this paper.

Personal Visual Context Learning in Large Multimodal Models Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:06:37.262336Z

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.

Observation f0fc0265-f837-4e45-8b59-99d730bb4352 · inbound

Memory-Induced Tool-Drift in LLM Agents cites this paper.

Memory-Induced Tool-Drift in LLM Agents Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-06-30T00:24:04.410780Z

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.

Observation b7539515-c42f-4b27-862c-22b01501bd4d · inbound

User as Engram: Internalizing Per-User Memory as Local Parametric Edits cites this paper.

User as Engram: Internalizing Per-User Memory as Local Parametric Edits Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-07-04T01:09:19.445491Z

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.

Observation 576d2e65-363b-4568-a0a0-c030a9896d8d · inbound

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

CoPersona: Collaborative Persona Graphs for Robust LLM Personalization Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning

Reference 65

Resolution: verified exact; arxiv_id, observed 2026-07-03T18:28:48.365517Z

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.

Observation cff6759d-49aa-45df-8630-b3f3a6c56f75 · inbound

Small Is Enough: Per-User Style Rewriting of AI-Edited Text via LoRA Adapters cites this paper.

Small Is Enough: Per-User Style Rewriting of AI-Edited Text via LoRA Adapters Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T11:03:01.969722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.