Paper Citation Record · LEDGER

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

As of 9 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2502.06560.

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

pith.paper-citation-record.v1
2502.06560 v2

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

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

measured 16 of 16 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 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

16 of 16 outbound references displayed

verified exact0
verified fuzzy2
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dfeff4fa-9ad6-493c-86b0-d31b92bdf104 · outbound

This paper cites Frontier AI Regulation: Managing Emerging Risks to Public Safety.

Position: It's Time to Act on the Risk of Efficient Personalized Text Generation Frontier AI Regulation: Managing Emerging Risks to Public Safety

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T15:07:36.440790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21f66dee-28d9-4635-8c7c-a34b01726c22 · outbound

This paper cites Blessing, G., Azeta, A., Misra, S., Osamor, V ., Fernandez-Sanz, L., and Pospelova, V.

Position: It's Time to Act on the Risk of Efficient Personalized Text Generation Blessing, G., Azeta, A., Misra, S., Osamor, V ., Fernandez-Sanz, L., and Pospelova, V

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:07:36.761571Z

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 5fffa63f-8c4e-45a3-94d9-25eb4f8430c5 · outbound

This paper cites QLoRA: Efficient Finetuning of Quantized LLMs.

Position: It's Time to Act on the Risk of Efficient Personalized Text Generation QLoRA: Efficient Finetuning of Quantized LLMs

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T15:07:36.455768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cdf686c-0fd6-40a1-a8e5-651ce7692643 · outbound

This paper cites Gao, I., Liang, P., and Guestrin, C.

Position: It's Time to Act on the Risk of Efficient Personalized Text Generation Gao, I., Liang, P., and Guestrin, C

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T15:07:36.746073Z

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 9561e9a5-c9a9-4ee7-9842-9551406938a0 · outbound

This paper cites Textbooks Are All You Need.

Position: It's Time to Act on the Risk of Efficient Personalized Text Generation Textbooks Are All You Need

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T15:07:36.471005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87c109a0-cf8b-494d-be3f-2aad7cc526f8 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Position: It's Time to Act on the Risk of Efficient Personalized Text Generation LoRA: Low-Rank Adaptation of Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T15:07:36.476112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cfcd3fe-219d-4502-a5fa-f0bcea9aa9f3 · outbound

This paper cites Fish-Speech: Leveraging Large Language Models for Advanced Multilingual Text-to-Speech Synthesis.

Position: It's Time to Act on the Risk of Efficient Personalized Text Generation Fish-Speech: Leveraging Large Language Models for Advanced Multilingual Text-to-Speech Synthesis

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T15:07:36.486045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e81df3aa-843e-4d14-9ea4-97fffc44798b · outbound

This paper cites an unresolved cited work.

Position: It's Time to Act on the Risk of Efficient Personalized Text Generation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-08T15:07:36.730228Z

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 c33402ce-fba4-4b46-9c7e-c0d0b2fafa86 · outbound

This paper cites GPT-4 Technical Report.

Position: It's Time to Act on the Risk of Efficient Personalized Text Generation GPT-4 Technical Report

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T15:07:36.496243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6dc2dd17-3a38-45f3-a778-935e4624601e · outbound

This paper cites Almost AI, Almost Human: The Challenge of Detecting AI-Polished Writing.

Position: It's Time to Act on the Risk of Efficient Personalized Text Generation Almost AI, Almost Human: The Challenge of Detecting AI-Polished Writing

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T15:07:36.505551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning.

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 e6a78a3f-52a2-4675-811f-2c7b2a933fda · outbound

This paper cites LongLaMP: A Benchmark for Personalized Long-form Text Generation.

Position: It's Time to Act on the Risk of Efficient Personalized Text Generation LongLaMP: A Benchmark for Personalized Long-form Text Generation

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-08T15:07:36.481452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11cdfad2-517a-4a60-a41e-9e0ea6d5c164 · outbound

This paper cites Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!.

Position: It's Time to Act on the Risk of Efficient Personalized Text Generation Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-08T15:07:36.501018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be8a1bb6-3506-4d13-9d74-9e08a6595541 · outbound

This paper cites GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers.

Position: It's Time to Act on the Risk of Efficient Personalized Text Generation GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-08T15:07:36.460994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b996c3e5-b421-440a-9414-8cfd51aa7365 · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

Position: It's Time to Act on the Risk of Efficient Personalized Text Generation Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-08T15:07:36.435109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06d41451-e317-4d2d-b0d9-2f278952913f · outbound

This paper cites an unresolved cited work.

Position: It's Time to Act on the Risk of Efficient Personalized Text Generation Unresolved cited work

Reference 2025

Resolution: unresolved; raw_fallback, observed 2026-08-08T15:07:36.776700Z

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.

Pith citing papers

No inbound Pith citation observations are available.