Paper Citation Record · LEDGER

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation

As of 9 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2507.20147.

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

pith.paper-citation-record.v1
2507.20147 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T13:47:47.737857Z

measured 47 of 47 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

47 of 47 outbound references displayed

verified exact3
verified fuzzy1
unresolved43
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aae8f520-66b1-4a60-aed5-6f2ac376851e · outbound

This paper cites GPT-4 Technical Report.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:43.166054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6933b270-57b0-4c76-b6d3-546348ef2cf7 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:54.593043Z

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 529139b8-1806-4cb2-89bc-b224714a3518 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:43.303012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfe30142-35b2-4ce1-97ae-3bcdd1206096 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:54.414154Z

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 dbff2064-9db2-4890-a06b-7b05a3269783 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:54.245818Z

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 94a08df6-b1f2-40ce-9e27-d204aeb59ed9 · outbound

This paper cites Many-to-one Recurrent Neural Network for Session-based Recommendation.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Many-to-one Recurrent Neural Network for Session-based Recommendation

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-06T13:47:48.654069Z

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 725e5ba8-908a-4628-8ac2-403ec06f3363 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:43.673310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62be8d49-670d-4df9-8329-f1fe77446c50 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:54.072279Z

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 3f4ed01f-32cf-4f52-ac8c-42e27e6e575d · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:53.941782Z

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 a36eee24-b4d2-4ce1-bea9-62bcedad3aaa · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:53.813997Z

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 4baaa48e-05f0-434b-af74-ee58ea4b3d35 · outbound

This paper cites Integrating Large Language Models with Graphical Session-Based Recommendation.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Integrating Large Language Models with Graphical Session-Based Recommendation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:44.044533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51f3ecdf-f748-40d6-a6d7-a55efdafcdb2 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:53.619574Z

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 5586aeb8-3b9e-4247-b9c3-21d782ce6344 · outbound

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

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Session-based Recommendations with Recurrent Neural Networks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:44.233641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 058e91dc-987f-4fc7-894d-e65a937141b4 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:53.425396Z

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 78f3d323-c0b4-4584-8d2b-afed60e36c76 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:44.397324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9ae5409-9887-4e4b-8b88-a056a4f987a3 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:53.279309Z

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 fea964ef-fcde-4d8c-a55e-6b5d916bbb76 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:53.106540Z

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 0bdb1209-4fae-4d66-bb48-90ddff3eb748 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:53.021700Z

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 08faf91f-228c-436a-a1c1-5d20017bab0b · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:44.830169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2917b411-5548-4d99-af5e-143eb96f9c10 · outbound

This paper cites Hybrid Session-based News Recommendation using Recurrent Neural Networks.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Hybrid Session-based News Recommendation using Recurrent Neural Networks

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-06T13:47:48.225206Z

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 56680d04-c923-4c95-9613-9708b7f97dcb · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Representation Learning with Contrastive Predictive Coding

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:45.064027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ead819c5-0429-47fa-b1df-6b9c165da170 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:52.777871Z

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 2ebbf6f0-bd91-42da-ae5d-c5009fd77584 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:52.654644Z

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 01da2449-b54f-4056-9dc8-6da89e91a7c0 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:52.478251Z

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 4aa9156c-0fe6-4a74-9d60-e6afed4edd72 · outbound

This paper cites Multi-view Intent Learning and Alignment with Large Language Models for Session-based Recommendation.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Multi-view Intent Learning and Alignment with Large Language Models for Session-based Recommendation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:45.407392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 108a6b4c-1b34-4ebc-a270-eeefa0c1be26 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:52.286411Z

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 aaf194ac-20f8-48a4-81ec-21faaf8177fa · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:52.050650Z

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 42f87e21-59ad-4c0c-93e5-40004f906b1b · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:51.719438Z

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 9dfea919-3441-4e72-afed-88d20cfd565a · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:51.398175Z

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 c2105607-7695-4e84-8d6f-9772f19d426a · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:51.005358Z

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 97a4e41a-5778-4c63-aa64-a6794da5eeb7 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:45.974694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cbd049b-d2a5-4f8b-b76a-f4ea9b1a5055 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:50.647868Z

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 f2b6393e-9015-4d91-a8c3-f98e3c6235f6 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation LLaMA: Open and Efficient Foundation Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:46.189254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a25d6f96-b482-450c-b492-8f3ba93a1445 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:46.297884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2126319-56b3-4611-9714-420f70d711a2 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:50.372670Z

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 4023456f-111f-4c1a-bb30-c0eb7d489436 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:50.083825Z

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 83fb80c5-e228-4d65-9619-cc52b877270b · outbound

This paper cites LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:46.680972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a0c0571-9944-4ce7-8c9e-c23aa396612f · outbound

This paper cites Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation

Reference 38

Resolution: verified exact; local_arxiv, observed 2026-08-06T13:47:47.925602Z

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 3cd62545-1f26-4b72-acd4-4ec8af70180c · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:46.946299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50f2a802-283e-449c-aeea-84fec9019cd6 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:47.075237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34d30083-8b3d-4f5d-9f8b-b7417a309d66 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:49.714607Z

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 0db1a9fe-582f-4c85-81f4-d2112e9d08ca · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:49.436453Z

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 111d9e50-a566-40a2-9a6c-391c8e4a08c0 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:49.187572Z

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 1924c93f-38e4-46cc-9404-3bb07a6ca9c6 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:48.982265Z

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 8060360d-9b27-42a1-b239-48beb3425654 · outbound

This paper cites an unresolved cited work.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-06T13:47:48.888323Z

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 e1cadbcf-d32e-4b03-8534-1e0ac665754c · outbound

This paper cites In IJCAI.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation In IJCAI

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T13:47:52.933403Z

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 848b039d-8d4e-4ceb-bd9f-e84c2e5d8fe2 · outbound

This paper cites Qwen Technical Report.

Integrating LLM-Derived Multi-Semantic Intent into Graph Model for Session-based Recommendation Qwen Technical Report

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-06T13:47:43.370149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.