Paper Citation Record · LEDGER

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation

As of 7 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2507.23209.

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

pith.paper-citation-record.v1
2507.23209 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T11:02:13.475126Z

measured 30 of 30 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

30 of 30 outbound references displayed

verified exact2
verified fuzzy3
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7ee0fdb5-60bb-4d7c-9704-ab7c771308bf · outbound

This paper cites A Bi-Step Grounding Paradigm for Large Language Models in Recommendation Systems.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation A Bi-Step Grounding Paradigm for Large Language Models in Recommendation Systems

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T11:02:13.293233Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 071dfffa-a5a6-4f5e-8593-dc82de92265e · outbound

This paper cites an unresolved cited work.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T11:02:13.301374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eed3b93a-6abd-4dcc-908b-61b0a4bfee82 · outbound

This paper cites an unresolved cited work.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T11:02:13.316649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14e1757e-1081-48e6-9b37-4fb1ec2c0a9a · outbound

This paper cites PALR: Personalization Aware LLMs for Recommendation.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation PALR: Personalization Aware LLMs for Recommendation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T11:02:13.324283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb97fd02-c6e4-41f3-9e9b-607e88d970fc · outbound

This paper cites an unresolved cited work.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:02:14.149077Z

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 af40fdda-9971-4f3f-b41d-46b8b51bcc23 · outbound

This paper cites Large Language Models Are Zero-Shot Time Series Forecasters.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Large Language Models Are Zero-Shot Time Series Forecasters

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T11:02:13.336538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41646494-f07d-479f-9271-c8f9124ee17a · outbound

This paper cites an unresolved cited work.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:02:14.132776Z

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 9bd9eac9-c532-4e6f-a892-0f9416ecaf0b · outbound

This paper cites an unresolved cited work.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T11:02:13.348854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ee30e06-c17f-4f72-a332-4b4761b981e7 · outbound

This paper cites an unresolved cited work.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T11:02:13.360963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90b3313c-32a7-4ffe-9c3e-583a66467e70 · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:02:14.081413Z

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 45731f29-7592-4e8e-b915-9ca4bccbe17b · outbound

This paper cites Zhang, Xiaoming Shi, Pin-Yu Chen, Yuxuan Liang, Yuan-Fang Li, Shirui Pan, and Qingsong Wen.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Zhang, Xiaoming Shi, Pin-Yu Chen, Yuxuan Liang, Yuan-Fang Li, Shirui Pan, and Qingsong Wen

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:02:14.059580Z

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 a9c36044-98ae-4ca6-abe6-50d2929a1529 · outbound

This paper cites Self-Attentive Sequential Recommendation.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Self-Attentive Sequential Recommendation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T11:02:13.384358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aebffee7-f1b2-48b7-9d61-4e3e3ac04311 · outbound

This paper cites an unresolved cited work.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T11:02:13.391003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5599bdff-276b-4821-a13a-32370598670f · outbound

This paper cites Lost in Sequence: Do Large Language Models Understand Sequential Recommendation?.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Lost in Sequence: Do Large Language Models Understand Sequential Recommendation?

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T11:02:13.396208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57417582-90bf-4549-a458-e9c0819aa0f9 · outbound

This paper cites an unresolved cited work.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:02:14.024223Z

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 bcee33b1-01a5-4911-90a9-b1aadc17bfb4 · outbound

This paper cites LLaRA: Large Language-Recommendation Assistant.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation LLaRA: Large Language-Recommendation Assistant

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T11:02:13.409656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0b9944c-e6cc-4681-9854-eeccf7f37c99 · outbound

This paper cites How Can Recommender Systems Benefit from Large Language Models: A Survey.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation How Can Recommender Systems Benefit from Large Language Models: A Survey

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T11:02:13.416000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80d55c9e-0a97-4e66-b4ab-14b717259851 · outbound

This paper cites an unresolved cited work.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:02:13.999453Z

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 adfd8a17-6da8-4c23-a5f5-026e927ba97d · outbound

This paper cites Exploiting Session Information in BERT-based Session-aware Sequential Recommendation.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Exploiting Session Information in BERT-based Session-aware Sequential Recommendation

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-06T11:02:13.653582Z

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 cf415272-cb60-4452-b58f-6321c516f89d · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T11:02:13.433132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d67d283-c379-4985-a2a8-a58a366ed9fb · outbound

This paper cites Attention Is All You Need.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Attention Is All You Need

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T11:02:13.438260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bf70326-02b9-4051-a72f-9079ff77a2c0 · outbound

This paper cites Empowering News Recommendation with Pre-trained Language Models.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Empowering News Recommendation with Pre-trained Language Models

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-06T11:02:13.577941Z

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 b4030939-7272-4095-8cbf-690914e2d32a · outbound

This paper cites Hernandez.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Hernandez

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T11:02:13.974784Z

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 ba891ae3-2e75-43d0-b9cc-d0e08fc64b12 · outbound

This paper cites an unresolved cited work.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T11:02:13.454091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0ebb741-7f79-4bae-9cd4-4b035b711d98 · outbound

This paper cites an unresolved cited work.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:02:13.937749Z

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 26cdabe7-7e8c-4fca-8849-7bcc834ef33e · outbound

This paper cites an unresolved cited work.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T11:02:13.913598Z

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 c4c78168-3a92-4415-9605-8d58e287723f · outbound

This paper cites Session-based Recommendations with Recurrent Neural Networks.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Session-based Recommendations with Recurrent Neural Networks

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-06T11:02:13.355399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6aabf284-9cec-44be-81b9-25536f215e12 · outbound

This paper cites InRecSys.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation InRecSys

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T11:02:13.309145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d025a2c-e3de-4959-8f7b-4d2ef8e3b40a · outbound

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

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-06T11:02:13.367446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4614e204-f991-4f9b-9189-c8f5b66130e2 · outbound

This paper cites Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap.

Not Just What, But When: Integrating Irregular Intervals to LLM for Sequential Recommendation Cold-Start Recommendation towards the Era of Large Language Models (LLMs): A Comprehensive Survey and Roadmap

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T11:02:13.469186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.