Paper Citation Record · LEDGER

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs

As of 7 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 1 inbound Pith citation observation for arXiv:2509.00698.

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

pith.paper-citation-record.v1
2509.00698 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T13:27:24.442638Z

measured 65 of 65 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 2026-07-11T19:14:13.105401Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

64 of 64 outbound references displayed

verified exact3
verified fuzzy5
unresolved43
parse uncertain0
malformed identifier5
metadata mismatch8

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dc9ba411-6e49-4f3e-bbd2-8df714416698 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 1

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T13:27:26.521918Z

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 96ae53be-a351-4700-8a28-0c1ad9ef26f6 · outbound

This paper cites George van den Driessche.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs George van den Driessche

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:27:26.892515Z

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 b6a4b10a-e0a5-4e12-9a76-8f3b7037e4db · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.155012Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b7dcfcb-ee31-4461-abc6-5892a22cbaa2 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 4

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T13:27:26.299658Z

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 f6f98a4d-115e-4f53-8ec4-9157ea26c23b · outbound

This paper cites Kankanhalli.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Kankanhalli

Reference 5

Resolution: verified exact; doi, observed 2026-08-05T13:27:24.729575Z

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 557e340a-e2c2-4370-9b0a-d87df8393f54 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.170204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b10dd62-4f88-42de-8d7a-f9c481afca7e · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 7

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T13:27:26.877088Z

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 318bceeb-6c5d-460c-8a11-7136dc173f95 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.180891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 880d358f-7aa1-4622-a664-9a86f4615394 · outbound

This paper cites Review-based Recommender Systems: A Survey of Approaches, Challenges and Future Perspectives.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Review-based Recommender Systems: A Survey of Approaches, Challenges and Future Perspectives

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-05T13:27:24.714423Z

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 66275496-32b0-4a7b-9e3d-7837a6239057 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.195648Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f656413d-d939-48d5-893e-8363cd919e51 · outbound

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

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:27:26.849176Z

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 a9ba98e3-f3e7-4476-9957-2abc82d57fbc · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:27:26.834332Z

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 81004fbc-7160-4d97-8a1e-5fbb3f397109 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.208633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86d8ada7-59cc-44db-9945-aa0514583503 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 14

Resolution: verified exact; doi, observed 2026-08-05T13:27:24.682012Z

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 5bf4f37c-efc5-4a76-b11a-9c3a227843e4 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 15

Resolution: malformed identifier; no resolver link, observed 2026-08-05T13:27:24.217491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48d10e89-e9ed-4983-8f52-84dc981d37e2 · outbound

This paper cites Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.221781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ee51f23-1642-42cc-aaeb-d53551c1f0bc · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.227326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d138b167-a0e2-4d09-ac59-3e301542efa4 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:27:26.819416Z

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 3b6d7c57-3d09-4bcf-88f3-8d2cf732ea4b · outbound

This paper cites Prompt Tuning Large Language Models on Personalized Aspect Extraction for Recommendations.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Prompt Tuning Large Language Models on Personalized Aspect Extraction for Recommendations

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.235800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f35aa4e-0f3e-4ca5-9e98-3009fb06e03e · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.240757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d52c25e-174e-4a90-8b73-ec34c385175b · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 21

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T13:27:25.729320Z

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 bbf23625-45c0-4cb0-92fd-fcb3537c053c · outbound

This paper cites Is ChatGPT a Good Recommender? A Preliminary Study.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Is ChatGPT a Good Recommender? A Preliminary Study

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.249315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55ace296-5c7a-486a-8b3b-1a8e0ecc979e · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 23

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T13:27:25.651389Z

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 81c5e029-bcb6-4316-b68f-cc2d4f58b187 · outbound

This paper cites McAuley and Jure Leskovec.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs McAuley and Jure Leskovec

Reference 24

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T13:27:25.557555Z

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 36bd3a4d-ff92-42d9-9f74-e5f95f02715d · outbound

This paper cites Large Language Models: A Survey.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Large Language Models: A Survey

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.262260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ad376cb-d810-44cc-b06c-74c44b430011 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.266649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21430fdb-cad5-4145-bbfb-feb9aafa6323 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:27:26.804613Z

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 59da6e7d-7294-4939-b5e9-4b38096e5144 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 28

Resolution: malformed identifier; no resolver link, observed 2026-08-05T13:27:24.280395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a657ad34-e3d7-4adb-8c38-225803d4cdf3 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:27:26.765266Z

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 81912cf4-9db5-4f24-9b07-9998b4b3b645 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.293966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ab41ac1-c440-466b-857a-443caafba33a · outbound

This paper cites Huang, Xiaohui Yu, and Bushra Aljbawi.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Huang, Xiaohui Yu, and Bushra Aljbawi

Reference 31

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T13:27:25.310696Z

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 af3ec1e7-7f45-42b5-aa23-4f5da03e2887 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:27:26.740052Z

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 4d07849d-7a9e-47c3-aaa2-f4b7c8c55cae · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.311119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12409dbf-e8ac-44c1-87b9-3e54f37c284c · outbound

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

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.315301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0265b19-1155-49d1-9a53-6e6c21bd9805 · outbound

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

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.320220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f000fb77-164b-4b57-8295-2d3431b134ff · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Representation Learning with Contrastive Predictive Coding

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.325009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 315dc06c-6563-47c6-8062-76d16c3dbe30 · outbound

This paper cites Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.329496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5817794-83b9-429b-90b7-4d1a08552f61 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.334151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a78042a5-d06b-4c5d-92e5-1cc8f154a217 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 39

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T13:27:26.713961Z

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 579695cd-9e60-4ab2-b703-8a59db0dcf11 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:27:26.699399Z

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 8e5e7f12-2605-4176-bef8-bc967908f658 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:27:26.684183Z

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 54c56ab6-4a88-483b-8ab1-002dc9e343c4 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 42

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T13:27:25.174060Z

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 aeea6ab6-502f-49e3-bf33-556dfbe046a5 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.361293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 788f9769-b3a1-4468-89e7-d67e11b04408 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 44

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T13:27:25.029412Z

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 be4c536d-c6ba-4cee-a93c-99685d87b9dd · outbound

This paper cites Foundations of Large Language Models.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Foundations of Large Language Models

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.371121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ed0ac85-e049-4bed-997d-0e1e5e897364 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:27:26.670036Z

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 5d8651b1-2024-472a-a195-b13b8650c777 · outbound

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

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.381336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b67bb60-2c21-4eee-91e0-78e7918724f0 · outbound

This paper cites Linear Recurrent Units for Sequential Recommendation.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Linear Recurrent Units for Sequential Recommendation

Reference 48

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T13:27:24.491151Z

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 9852b9c7-b161-4af1-b1b6-11b10eefdbab · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.393006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b690b7a-f3f2-4fa6-ad99-e90bbdd7ab88 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.397817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ccd722a-8180-4fc5-9265-3eaa98e0eee4 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.403159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d091400-ee96-4f79-b8b6-65d37326ff15 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:27:26.644952Z

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 e8409724-8438-46ea-b6f0-57160869416f · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:27:26.615234Z

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 06df4254-34e9-44b7-ba7c-33c3b2383fe3 · outbound

This paper cites Like": [.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Like": [

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T13:27:26.599747Z

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 b36cf4a2-6e72-4da7-9396-a05cd341a7e7 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:27:26.584957Z

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 a6f9965f-a604-4f8d-8ace-81f379c2e01b · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 62

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Observation f951225d-04d2-45bc-a210-9a0723af963d · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:27:26.570479Z

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 65bba2ab-d0d2-4733-a360-e2c80a98b1fc · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-05T13:27:26.553164Z

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Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Pros": [

Reference 65

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Observation bc31956e-fbce-46cc-9142-551ed0af27cf · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 2019

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Observation 40d8a212-8daa-4c58-ac53-7c7b845c9218 · outbound

This paper cites REALM: Retrieval-Augmented Language Model Pre-Training.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs REALM: Retrieval-Augmented Language Model Pre-Training

Reference 2020

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Unavailable: canonical work link unavailable.

Observation dfe170c3-8bd0-407c-8cb6-25cdf398f4a5 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 2021

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Unavailable: canonical work link unavailable.

Observation 5c2529bb-b547-4717-8d51-43ebcc994758 · outbound

This paper cites an unresolved cited work.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Unresolved cited work

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.289678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a582251-13c8-467c-a8f4-a2d798a0fda3 · outbound

This paper cites Salesforce AI Research Blog.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Salesforce AI Research Blog

Reference 2024

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Source-reported events for the cited work

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Pith citing papers

Observation 41ea5de1-25cb-49d4-8b50-72139e8194d1 · inbound

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems cites this paper.

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs

Reference 162

Resolution: unresolved; no resolver link, observed 2026-07-11T19:14:13.105401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.