Paper Citation Record · LEDGER

Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis

As of 7 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2506.01262.

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

pith.paper-citation-record.v1
2506.01262 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:53:15.685105Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

17 of 17 outbound references displayed

verified exact0
verified fuzzy7
unresolved9
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f699a6e0-32bf-48ed-b6e7-c6007cf63647 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:53:16.082747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 36c6e0d3-a102-4d23-b162-42adb74607f5 · outbound

This paper cites role": "user.

Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis role": "user

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:53:16.055152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 34a8dc31-5337-4250-83ce-c3f938a1818e · outbound

This paper cites Learning Personalized Alignment for Evaluating Open-ended Text Generation.

Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis Learning Personalized Alignment for Evaluating Open-ended Text Generation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T11:53:15.524331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9f065f6-75cd-44d2-982c-6b750cd10f16 · outbound

This paper cites Li et al.

Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis Li et al

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:53:16.142943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2ab634bb-2736-4a35-ae40-8155653321f5 · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:53:16.020536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 3c482859-1abf-43b1-b09d-ee344278e6a5 · outbound

This paper cites - Ensure the comparisons are concise and directly address the criteria.

Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis - Ensure the comparisons are concise and directly address the criteria

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:53:15.989413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 82854ac7-14d3-4d19-b6c9-6fa4c2c05cce · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:53:15.965235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9c70baa5-04f4-4edb-a56f-88ab9f64e7d3 · outbound

This paper cites The goal of this survey is to evaluate which sample response addresses the question better.

Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis The goal of this survey is to evaluate which sample response addresses the question better

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:53:15.939018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8a370a49-57cb-425d-bf69-d1abfaf734d4 · outbound

This paper cites Do not use bold font.

Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis Do not use bold font

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:53:15.917699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9d61e9f0-1f31-4cc7-8742-4c628197047a · outbound

This paper cites an unresolved cited work.

Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:53:15.894455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 43cacb91-f390-4ec0-8fbd-733f146f1620 · outbound

This paper cites Satisfaction: YES Example 2: - User's Schedule: - Datetime: 11 AM on March 13, 2025 - Event: Attend a networking brunch with fellow sports journalists and industry experts.

Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis Satisfaction: YES Example 2: - User's Schedule: - Datetime: 11 AM on March 13, 2025 - Event: Attend a networking brunch with fellow sports journalists and industry experts

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:53:15.875668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bafc211d-da7a-47b3-8a5e-fa524b615c2d · outbound

This paper cites Satisfaction: NO Input: - User's Schedule: - Datetime: 9 AM on January 13, 2025 - Event: Conduct an in-depth analysis session for an upcoming sports documentary.

Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis Satisfaction: NO Input: - User's Schedule: - Datetime: 9 AM on January 13, 2025 - Event: Conduct an in-depth analysis session for an upcoming sports documentary

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:53:15.853970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5119cfba-1725-4408-92bc-99c2ffd32759 · outbound

This paper cites Personalization.

Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis Personalization

Reference 25

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T11:53:16.106956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b96b9209-dfb4-4f12-85b3-ee7afffb2036 · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis Measuring Massive Multitask Language Understanding

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T11:53:15.508441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58b5b104-35e9-4154-8b18-7c1eafa80b1d · outbound

This paper cites HellaSwag: Can a Machine Really Finish Your Sentence?.

Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis HellaSwag: Can a Machine Really Finish Your Sentence?

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T11:53:15.532812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da7bb8e8-1734-49a8-8bd6-38dc1cebd3a3 · outbound

This paper cites Large Language Models for User Interest Journeys.

Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis Large Language Models for User Interest Journeys

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T11:53:15.497737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 306c3281-835c-4eb2-8abc-75831b60a05f · outbound

This paper cites Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models.

Exploring the Potential of LLMs as Personalized Assistants: Dataset, Evaluation, and Analysis Integrating Summarization and Retrieval for Enhanced Personalization via Large Language Models

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T11:53:15.516182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.