Paper Citation Record · LEDGER

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation

As of 8 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 2 inbound Pith citation observations for arXiv:2507.09188.

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

pith.paper-citation-record.v1
2507.09188 v1

Coverage vector

measured 42 of 42 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:07:39.437642Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 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: arxiv_reference, observed 2026-05-11T03:30:58.046488Z

Reference resolution

42 of 42 outbound references displayed

verified exact0
verified fuzzy36
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 12722ae3-8e17-42a3-aa2c-2351f2b56636 · outbound

This paper cites Herlocker, and John Riedl.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Herlocker, and John Riedl

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:46.861080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1117446a-6e75-4a49-a4ee-98d99aad4ff0 · outbound

This paper cites A survey on accuracy-oriented neural recommendation: From collaborative filtering to information-rich recommendation.IEEE Trans.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation A survey on accuracy-oriented neural recommendation: From collaborative filtering to information-rich recommendation.IEEE Trans

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:46.694530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6a271cf5-3965-4863-80ab-cdb6c4db78da · outbound

This paper cites Recommender Systems Handbook.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Recommender Systems Handbook

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:46.484287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 384064a2-0077-4364-adbc-fce201f942fb · outbound

This paper cites Explainable recommendation: A survey and new perspectives.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Explainable recommendation: A survey and new perspectives

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:46.314166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fc5c3c62-e12d-4161-bb0c-123443ae3d9c · outbound

This paper cites A comparative analysis of text-based explainable recommender systems.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation A comparative analysis of text-based explainable recommender systems

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:46.137404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 75272e8d-c34b-42d2-b4e0-babd9fa41dd8 · outbound

This paper cites Neural rating regression with abstractive tips generation for recommendation.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Neural rating regression with abstractive tips generation for recommendation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:45.962067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 47d7ec2d-8c7a-45a2-928d-15f1f4b8c8c8 · outbound

This paper cites Graph-based extractive explainer for recommen- dations.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Graph-based extractive explainer for recommen- dations

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:45.826327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 64045c94-97d2-43b0-84d1-03f00284d94c · outbound

This paper cites Unsupervised extractive summarization-based representations for accurate and explainable collaborative filtering.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Unsupervised extractive summarization-based representations for accurate and explainable collaborative filtering

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:45.560447Z

Source-reported events for the cited work

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Observation b7774702-07e0-4727-b0bc-25c3dae6d863 · outbound

This paper cites Recexplainer: Aligning large language models for explaining recommendation models.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Recexplainer: Aligning large language models for explaining recommendation models

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:45.409146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 950299eb-bdfb-44ff-9a6c-0c4e8c9bbdce · outbound

This paper cites Xrec: Large language models for explainable recommendation.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Xrec: Large language models for explainable recommendation

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:45.250048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e98f9f54-ef1a-42f1-841b-5b673c604173 · outbound

This paper cites G-refer: Graph retrieval-augmented large language model for explainable recommendation.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation G-refer: Graph retrieval-augmented large language model for explainable recommendation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:45.088670Z

Source-reported events for the cited work

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Observation 24f477cc-781f-4274-877a-4b77736ab715 · outbound

This paper cites Graph neural networks in recom- mender systems: A survey.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Graph neural networks in recom- mender systems: A survey

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:44.901566Z

Source-reported events for the cited work

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Observation 00ac7f5f-306d-4ab9-bb24-48c108ab7f78 · outbound

This paper cites Lightgcn: Simplifying and powering graph convolution network for recommendation.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Lightgcn: Simplifying and powering graph convolution network for recommendation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:44.681570Z

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Observation d42d7ae9-18da-420a-9e7a-b1ef40230eb1 · outbound

This paper cites Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:44.534857Z

Source-reported events for the cited work

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Observation 6934ed32-4077-4b79-b479-41c4eb525f61 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Unresolved cited work

Reference 16

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Source-reported events for the cited work

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Observation 0f27550c-c540-4ed6-9d75-7076f33df060 · outbound

This paper cites Personalized showcases: Generating multi-modal explanations for recommendations.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Personalized showcases: Generating multi-modal explanations for recommendations

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:44.225613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 61ca4b3c-b906-4721-b1d8-51e7392ce5bf · outbound

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

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T18:07:37.408102Z

Source-reported events for the cited work

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Observation 752ed90b-0def-4937-9f1d-c663cda97cfe · outbound

This paper cites Weinberger, and Yoav Artzi.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Weinberger, and Yoav Artzi

Reference 19

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Source-reported events for the cited work

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Observation 19a97fc2-e400-4f45-9951-840ed1bd9af0 · outbound

This paper cites Learning to generate product reviews from attributes.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Learning to generate product reviews from attributes

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:44.076259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ce17c7fe-47ea-4476-ad9b-bc7bf0b0c37a · outbound

This paper cites Personalized transformer for explainable recommenda- tion.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Personalized transformer for explainable recommenda- tion

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:45.668929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 83f733ae-d1d7-49d9-9c56-682fd1d945be · outbound

This paper cites Personalized prompt learning for explainable recommen- dation.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Personalized prompt learning for explainable recommen- dation

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:43.916639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7151b179-662f-4dc4-b58d-4da94b05b144 · outbound

This paper cites Interpretable Unified Language Checking.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Interpretable Unified Language Checking

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T18:07:37.723899Z

Source-reported events for the cited work

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Observation fdd0b48e-d8e1-49f7-befc-dd629b804807 · outbound

This paper cites Towards self-explaining sequence-aware recommendation.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Towards self-explaining sequence-aware recommendation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:43.762539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6439e996-6258-4798-8221-afc43dd6e485 · outbound

This paper cites Explainable recommendation with personalized review retrieval and aspect learning.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Explainable recommendation with personalized review retrieval and aspect learning

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:43.474097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 233d87cb-89e5-4131-a446-3241ac9a95b2 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:07:43.164909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a1b4e800-e658-4642-98b7-b297fdbbcbfe · outbound

This paper cites Prompt distillation for efficient llm-based recommenda- tion.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Prompt distillation for efficient llm-based recommenda- tion

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:42.898483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e4d4e446-df3b-40ef-bcbe-0fb71852493c · outbound

This paper cites In-context retrieval-augmented language models.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation In-context retrieval-augmented language models

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:42.641965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d08e1771-0537-41b5-869d-0247510f93c7 · outbound

This paper cites Self-knowledge guided retrieval augmentation for large language models.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Self-knowledge guided retrieval augmentation for large language models

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:42.420488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9ab3b5a3-d11c-475e-8605-6c7941377a8e · outbound

This paper cites Precise zero-shot dense retrieval without relevance labels.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Precise zero-shot dense retrieval without relevance labels

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:42.206501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a4f6dd2f-5408-4946-bd50-587e44e92300 · outbound

This paper cites Directly.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Directly

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:41.948607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e14851d2-dd43-4d32-ad3b-c54f42cfd91a · outbound

This paper cites name": "the name of the business.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation name": "the name of the business

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:41.786270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 636b9358-aecd-4481-ad0f-43d253bd361d · outbound

This paper cites the first review.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation the first review

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:41.591504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b42dc622-822b-499a-8f6a-16c3651bd6cd · outbound

This paper cites USER REVIEWS: a List object containing some reviews from users about the business.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation USER REVIEWS: a List object containing some reviews from users about the business

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:41.365814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4aa75d7d-c825-4484-9c1c-386c0f75a043 · outbound

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Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation summarization

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:41.146905Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 642224a1-cbc1-4efe-b95f-52d46b57b002 · outbound

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Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation summarization

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:40.806103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation title":

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:40.573630Z

Source-reported events for the cited work

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Observation 62e2bcc0-bf1b-44c9-9e36-a57cf09ce5f2 · outbound

This paper cites Requirements:.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Requirements:

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:40.389004Z

Source-reported events for the cited work

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Observation ed05a48b-8715-48fc-bf3e-6ae5c3ab792a · outbound

This paper cites summarization.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation summarization

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:40.193475Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c792a964-df6b-4493-9b14-4f942797e006 · outbound

This paper cites summarization.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation summarization

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:40.967219Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9484327a-a360-4c88-a935-481dfb373a39 · outbound

This paper cites summarization.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation summarization

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:40.053493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9dd06fdd-3230-43a9-b27e-3320ba2f85f4 · outbound

This paper cites an unresolved cited work.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T18:07:39.854258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1706f2ee-aa55-4cd0-8cde-97ceb13a72af · outbound

This paper cites high quality seafood and steak.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation high quality seafood and steak

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T18:07:39.711296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation 3a82babb-7777-4300-9c5e-3306d0d91982 · inbound

TRACE: Tourism Recommendation with Accountable Citation Evidence cites this paper.

TRACE: Tourism Recommendation with Accountable Citation Evidence Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-11T03:30:58.049309Z

Source-reported events for the cited work

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Observation 85a7aac5-e4ec-47e1-ba97-801669c531c5 · inbound

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

Autonomous Information Seeking: A Roadmap for Agentic Recommender Systems Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation

Reference 42

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.