Paper Citation Record · LEDGER

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model

As of 7 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 1 inbound Pith citation observation for arXiv:2507.19990.

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

pith.paper-citation-record.v1
2507.19990 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:53:58.508012Z

measured 26 of 26 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-16T09:19:39.582835Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T09:20:47.696142Z

Reference resolution

25 of 25 outbound references displayed

verified exact0
verified fuzzy8
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 043b4015-abd3-4a60-8055-ab32fc1dc28d · outbound

This paper cites Vaswani, N.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model Vaswani, N

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:01.543078Z

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 7fdadfaa-5b04-4497-8b06-f295d3e5893c · outbound

This paper cites an unresolved cited work.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:54:01.527349Z

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 889eaca3-2711-4bfb-82db-442df65768c1 · outbound

This paper cites Do LLMs Understand User Preferences? Evaluating LLMs On User Rating Prediction.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model Do LLMs Understand User Preferences? Evaluating LLMs On User Rating Prediction

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T13:53:55.995108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b62b17dd-1d0d-4406-9c89-2b0e16f5f19c · outbound

This paper cites an unresolved cited work.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:54:01.512982Z

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 c3f6c23c-0f2f-4c72-888f-f32a1a7a616e · outbound

This paper cites an unresolved cited work.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:54:01.357784Z

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 1d844bac-3b29-4d3c-a0ca-6ec62127595d · outbound

This paper cites The Llama 3 Herd of Models.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model The Llama 3 Herd of Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T13:53:56.379140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb3fc7d3-5f97-412a-91fb-4806ce26d3b0 · outbound

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

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T13:53:56.509558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0994c958-5819-423e-9cf5-87c5ae9fa47e · outbound

This paper cites GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T13:53:56.617159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83d6da44-81c5-4078-9818-5fac1dc59e11 · outbound

This paper cites LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T13:53:56.746127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db7e4d44-f9db-4aaf-a5db-5033f04cdb2e · outbound

This paper cites GPT-4o System Card.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model GPT-4o System Card

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T13:53:56.828321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2628b4db-6566-4804-8ed4-a1bfff6c4d68 · outbound

This paper cites Gemini 2.5 pro.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model Gemini 2.5 pro

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:01.038689Z

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 7bf8d454-68aa-480f-8fa7-4bf9181b596b · outbound

This paper cites Introducing claude 3.5 sonnet.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model Introducing claude 3.5 sonnet

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:00.829819Z

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 0ebfb13f-9e03-4ab4-944e-edf9885d600e · outbound

This paper cites Leveraging Large Language Models for Pre-trained Recommender Systems.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model Leveraging Large Language Models for Pre-trained Recommender Systems

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T13:53:57.113945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc6d30c8-a693-4f08-a8a4-c85e5656b1bd · outbound

This paper cites an unresolved cited work.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:54:00.572117Z

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 870eaa4d-fb74-434a-bdd9-fd63c74f6b99 · outbound

This paper cites Covington, J.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model Covington, J

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:00.242660Z

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 f6a4e0a6-8596-4785-873a-8014a18c117d · outbound

This paper cites Higley, E.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model Higley, E

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:54:00.064570Z

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 d9b7b587-5dc0-4e4b-82b6-27b82550ddc3 · outbound

This paper cites an unresolved cited work.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:53:59.902594Z

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 347d3333-1393-4105-9c08-b36e98168afa · outbound

This paper cites Huang, X.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model Huang, X

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:53:59.653789Z

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 341ac7f0-31de-4c89-b282-7e7173f3d08d · outbound

This paper cites an unresolved cited work.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:53:59.466506Z

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 3368d43e-083d-4174-9848-265d2e964b84 · outbound

This paper cites He and J.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model He and J

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:53:59.281862Z

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 68dff807-e1ac-476c-9e93-730844441438 · outbound

This paper cites McAuley, C.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model McAuley, C

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:53:59.095908Z

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 914ca124-b089-4dbc-a941-ec7e42fd2747 · outbound

This paper cites PALR: Personalization Aware LLMs for Recommendation.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model PALR: Personalization Aware LLMs for Recommendation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T13:53:58.217238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 196881af-44f6-4bad-affb-7c52e28665fc · outbound

This paper cites GPT4Rec: A Generative Framework for Personalized Recommendation and User Interests Interpretation.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model GPT4Rec: A Generative Framework for Personalized Recommendation and User Interests Interpretation

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T13:53:58.298841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b0853e4-5b7d-4db8-90d1-e1c83376244d · outbound

This paper cites RecMind: Large Language Model Powered Agent For Recommendation.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model RecMind: Large Language Model Powered Agent For Recommendation

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T13:53:58.400664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 743fbb23-c72a-4183-81ab-cf57efc3e3b9 · outbound

This paper cites an unresolved cited work.

Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:53:58.908780Z

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.

Pith citing papers

Observation f072b85e-4662-4c74-98f1-392f41e9cfa9 · inbound

SRBench: A Comprehensive Benchmark for Sequential Recommendation with Large Language Models cites this paper.

SRBench: A Comprehensive Benchmark for Sequential Recommendation with Large Language Models Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:20:47.697829Z

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.