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Paper Citation Record · LEDGER

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation

As of 6 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2605.07125.

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

pith.paper-citation-record.v1
2605.07125 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-11T01:02:46.958164Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

52 of 52 outbound references displayed

  • verified exact5
  • verified fuzzy46
  • unresolved0
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 06ae0e52-41fc-48fc-a695-2176db7abbfd · outbound

This paper cites A survey of sequential recommendation systems: Techniques, evaluation, and future directions.Information Systems, 125:102427.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation A survey of sequential recommendation systems: Techniques, evaluation, and future directions.Information Systems, 125:102427

Reference 1

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verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.888881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 4672f093-533b-48e9-9862-95d27cceb59f · outbound

This paper cites A survey on sequential recommendation.Frontiers of Computer Science, 20(3):2003606.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation A survey on sequential recommendation.Frontiers of Computer Science, 20(3):2003606

Reference 2

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verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.902549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation ff5e5717-9333-411a-a31d-6b5aca5f6e0e · outbound

This paper cites Deep learning for sequential recommendation: Algorithms, influential factors, and evaluations.ACM Transactions on Information Systems (TOIS), 39(1):1–42.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Deep learning for sequential recommendation: Algorithms, influential factors, and evaluations.ACM Transactions on Information Systems (TOIS), 39(1):1–42

Reference 3

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verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.906163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:ed10230ca595341d0b5bad4bf5765ca5c1776885829546c6e2f80d303f6909a8

Observation 415c6b0d-b55e-4228-9a2b-4ee2ade6d815 · outbound

This paper cites Collaborative filtering recommender systems.Foundations and Trends® in Human–Computer Interaction, 4(2):81–173.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Collaborative filtering recommender systems.Foundations and Trends® in Human–Computer Interaction, 4(2):81–173

Reference 5

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verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.884088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:567f6a388e9d7cb22d4f202bfdf03d267ec5c3ceb2080f240dde0aa22c33ca72

Observation b1a6f082-40f3-4538-a7c9-b6a0648b2cd7 · outbound

This paper cites Collaborative filtering for implicit feedback datasets.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Collaborative filtering for implicit feedback datasets

Reference 6

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verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.920403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:84b4d8bdf28e5fac45ebe964a2d6a69f267611ce1d53fcd1877a8e1414969635

Observation 3f33f490-6f62-423c-94ed-ceaf669766ba · outbound

This paper cites Translation-based recommendation.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Translation-based recommendation

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.907630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:d9687e5a5600bbbc3ee0fcec9c17181edb84c7558edda796a6ec6a47af8b9f8e

Observation 17634589-26d2-4b94-a8b6-21a245250268 · outbound

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

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Session-based Recommendations with Recurrent Neural Networks

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:09:40.489683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:207ff3b16b4b9fe778f1e249d7625f80f0c51eb5af1f369d228b656f998404b4

Observation 3a855f6c-b0ff-4ad9-89c6-04e9d65856a1 · outbound

This paper cites Improved recurrent neural networks for session- based recommendations.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Improved recurrent neural networks for session- based recommendations

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.916651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:caf66b8849720b82548c7848dd1ce8055a20214fa678b8d21f67bcef37b9c71e

Observation 6e4ad207-9352-4c15-9c2f-d80d9ca0445a · outbound

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

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Lightgcn: Simplifying and powering graph convolution network for recommendation

Reference 10

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verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.879179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:90659f8bf04192deb0f940e7f3b2704f3482d0fb0ffadf64e946bdb50950802c

Observation f458d36b-a2b9-45d7-a201-e396b8f6884f · outbound

This paper cites Session-based recommendation with graph neural networks.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Session-based recommendation with graph neural networks

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.901500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:0f57e55c88c503f0e192d65843b088801a65d326469b793520b08c5522153cba

Observation ab1e68c8-17e6-47e2-b738-43f3f7ab4a98 · outbound

This paper cites Deep interest network for click-through rate prediction.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Deep interest network for click-through rate prediction

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.912195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:d9dcd53f1a42f447971d369f9061f3d4c9797bbff8ec45d9dc2b993c05e6296a

Observation bd021c30-5ee7-4e33-bcaf-2ae17596bec6 · outbound

This paper cites Deep interest evolution network for click-through rate prediction.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Deep interest evolution network for click-through rate prediction

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.827125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:a3afb25c430d681542cdfcaa72a761992e69afcf127cdd8493b6350eb6abaafb

Observation 90c1bccb-f6ac-4c01-83d5-2fb9b0a09292 · outbound

This paper cites Recommender systems with generative retrieval.Advances in Neural Information Processing Systems, 36:10299–10315.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Recommender systems with generative retrieval.Advances in Neural Information Processing Systems, 36:10299–10315

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.823255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:43344723df3f91b5e459ed3a866b43ef8e1c4e4804ce19811e84402ccd1f4d1f

Observation fc69000b-99b3-4ca1-b2e4-f775186b1bae · outbound

This paper cites Learnable item tokenization for generative recommendation.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Learnable item tokenization for generative recommendation

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.874003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:0829ed0be1f0cabd0edbf5789913c7e6c7541900dd9c9cb45d31358af32e94cc

Observation 1e0ead72-0f28-4504-9247-6c8627ec1d33 · outbound

This paper cites ActionPiece: Contextually Tokenizing Action Sequences for Generative Recommendation.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation ActionPiece: Contextually Tokenizing Action Sequences for Generative Recommendation

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:50:56.797346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:8ffc640ad85006f5fc232014a70ed61637bbfd7e7407c8bfe1f08e65899fbecd

Observation 07044640-7d9a-4c1f-a2eb-4eddf7f186d0 · outbound

This paper cites Recommendation as language processing (rlp): A unified pretrain, personalized prompt & predict paradigm (p5).

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Recommendation as language processing (rlp): A unified pretrain, personalized prompt & predict paradigm (p5)

Reference 17

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verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.856131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:9c96267f89505a41b99d531e2b789adbeddf70d71e9a7c4b77b7b92211ad72f7

Observation ebd1b33c-6385-4597-be0f-83e66220158a · outbound

This paper cites How to index item ids for recommendation foundation models.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation How to index item ids for recommendation foundation models

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.814793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:22afedf4c75df345566f1746fcf4e9ac64896fde57919e505aec567aebe9d2c9

Observation 322b2dc8-48c1-4968-ac2f-9794ee1836c1 · outbound

This paper cites Cofirec: Coarse-to-fine tokenization for generative recommendation.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Cofirec: Coarse-to-fine tokenization for generative recommendation

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:50:56.804866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:0d3fc736f347bd314d4b053b16dc98e089c5d2cdd20e629b9428c30dd5beb64d

Observation 4b20f072-1542-4cf6-bc54-dcdb07fceb48 · outbound

This paper cites Genrec: Large language model for generative recommendation.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Genrec: Large language model for generative recommendation

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.718777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:993c8716a04e45c72b36064b3eab2e4fb4e4800eb7022d8d0d71fe8edbf4332b

Observation e9ac1d78-8ab2-4d1d-8290-33c84646a2b4 · outbound

This paper cites Image-based recommendations on styles and substitutes.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Image-based recommendations on styles and substitutes

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.829598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:7c190f4d662cacefbb21f5b9adda58b7eca1e3fe6f919d87e2c09494d4d0f5e9

Observation 742fbbe7-6326-4ac6-921e-05a2d98f6335 · outbound

This paper cites Scaling instruction-finetuned language models.Journal of Machine Learning Research, 25(70):1–53.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Scaling instruction-finetuned language models.Journal of Machine Learning Research, 25(70):1–53

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.839164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:1e596653891fdd514dcc773d29d7ffe65ceef29e6f27f2635a1bc52ef89aa562

Observation 90eb545a-d0ba-4138-a8f0-249d28d68f66 · outbound

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

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation LLaMA: Open and Efficient Foundation Language Models

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-05-11T04:50:56.779079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:1c2f783db4ae2b6314882fc30dd61cfa60c0143dab48a8c8581762b71fe68dc7

Observation 0c19626b-76ad-4179-bc88-cf29ebba0092 · outbound

This paper cites Matrix factorization techniques for recom- mender systems.Computer, 42(8):30–37.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Matrix factorization techniques for recom- mender systems.Computer, 42(8):30–37

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.842852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:ef8af8e42186dd500f69a401df96ef23939c0151a7760e8c3cf7b38240b3b841

Observation e43815ba-1b67-4a94-9629-24c78ef65dea · outbound

This paper cites Factorizing personalized markov chains for next-basket recommendation.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Factorizing personalized markov chains for next-basket recommendation

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.791188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:852802887b6da845f58b108a0de959456f8d1821f9eb244f582a97d8d2656d6e

Observation 34cad4a1-2563-4cff-9277-64741bc6e861 · outbound

This paper cites Personalized top-n sequential recommendation via convolutional sequence embedding.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Personalized top-n sequential recommendation via convolutional sequence embedding

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.819598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:3ce5ed5a67135865cc03704c471dc975ebc9111e037a60fcf502c565b243843e

Observation 5957819b-fefb-45cc-b8be-c2da682e670c · outbound

This paper cites Self-attentive sequential recommendation.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Self-attentive sequential recommendation

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.768018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:22e6e7f7de3a90be933b3b63fa4c6b7f380a214d7e302b7d26ff06bd716c4d30

Observation a5afdd26-b73d-4957-91e2-911b06f354ed · outbound

This paper cites Bert4rec: Sequential recommendation with bidirectional encoder representations from transformer.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Bert4rec: Sequential recommendation with bidirectional encoder representations from transformer

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.835358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:672838ff4dee8007685e740f35c4072fe9252f5d4797cfe553412f004c144c89

Observation 9c11fe41-26de-4f51-b659-8265c547f340 · outbound

This paper cites Global context enhanced graph neural networks for session-based recommendation.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Global context enhanced graph neural networks for session-based recommendation

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.838769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:83065ece5f4a9310064c9eb7ffa7e331d9bd26574c3438c0c2bf842718fb4bc7

Observation 87ab6492-d432-4593-90bb-a3554b731878 · outbound

This paper cites S3-rec: Self-supervised learning for sequential recommendation with mutual information maximization.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation S3-rec: Self-supervised learning for sequential recommendation with mutual information maximization

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.847335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:ce5fcc212737020d8e4a14791ad9dec8b7b60dc37123411f153c3afc73203bbf

Observation af1e1bd3-7d2b-44ab-acb2-d5128743063d · outbound

This paper cites Towards universal sequence representation learning for recommender systems.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Towards universal sequence representation learning for recommender systems

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.834938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:05190d80a8cc2b47c5c7cabd0ef22696ff5a5dbcdb2d3d3eb3bd7d50b146bdaf

Observation 1c64c7d8-af0c-498b-a101-b5daa7d44bee · outbound

This paper cites Text is all you need: Learning language representations for sequential recommendation.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Text is all you need: Learning language representations for sequential recommendation

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.855421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:a4779e0a6a1c1061f47d698b1eb509d25cdfe95691d9b54fa378a1d1f8ed22bb

Observation a110d309-7f1d-47fc-959c-3835c8563c90 · outbound

This paper cites Amazon-m2: A multilingual multi-locale shopping session dataset for recommendation and text generation.Advances in Neural Information Processing Systems, 36:8006–8026.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Amazon-m2: A multilingual multi-locale shopping session dataset for recommendation and text generation.Advances in Neural Information Processing Systems, 36:8006–8026

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.860780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:30e84a3b0f5b706cdb2f7886df0a7c068a29ceb5eb7c843a56b12b40619d7e66

Observation 1daae21a-7e66-4db1-aad1-9af852efb0f1 · outbound

This paper cites A review of modern recommender systems using generative models (gen-recsys).

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation A review of modern recommender systems using generative models (gen-recsys)

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.804166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:659854c3977c5950b77ee7f426beea10c1efe982d89140aa0c16f57cb1a892b7

Observation 0ba28534-6a1f-45c9-8264-543735558fae · outbound

This paper cites Analysis of recom- mender system using generative artificial intelligence: A systematic literature review.Ieee Access, 12:87742–87766.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Analysis of recom- mender system using generative artificial intelligence: A systematic literature review.Ieee Access, 12:87742–87766

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.868363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:dd2dad3411a2f4cf21a77b3b2fb897ea1826fe03265d904dfe030b4ae892d53f

Observation 8b12f4c5-a30f-4c57-a317-dabe406f544d · outbound

This paper cites Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-13T19:39:33.082504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:7bd80a8b183dc345af12e6153a73cd7daf16c1b7a5d348112c62dd2c68a01e85

Observation 1d1078dc-7bc2-4839-bdaa-9a0d12ce3cf5 · outbound

This paper cites Large language models for generative recommendation: A survey and visionary discussions.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Large language models for generative recommendation: A survey and visionary discussions

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.877660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:b3d53c36595d30e99d3311568597739bf118a5846e33ab79505d52a2b6c2704c

Observation 96be9a30-59eb-4414-bca3-470e431bbebb · outbound

This paper cites On sampled metrics for item recommendation.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation On sampled metrics for item recommendation

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.777647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:e67dc18c307a2365fac501a8942d96659ad4fa579d843bb04b13bfa856ffd313

Observation 82bf6c2b-8743-46ee-a9bb-1680723ca13b · outbound

This paper cites Exploring data splitting strategies for the evaluation of recommendation models.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Exploring data splitting strategies for the evaluation of recommendation models

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.847005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:714549ecc40fad1b9a114c47ec4dc6965021c8d7ae0fe1c3c3c3d4fa3a8dd25f

Observation 52a07734-471e-4f0c-b9f3-74cb2f278b22 · outbound

This paper cites A revisiting study of appropriate offline evaluation for top-n recommendation algorithms.ACM Transactions on Information Systems, 41(2):1–41.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation A revisiting study of appropriate offline evaluation for top-n recommendation algorithms.ACM Transactions on Information Systems, 41(2):1–41

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.809547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:5f4fd10e29dffec00671da5361e42ace6e6c62f35fe5b43acb770e0d247d895c

Observation 5892c6d9-565a-411f-8b13-3cab94d150ed · outbound

This paper cites Are we really making much progress? a worrying analysis of recent neural recommendation approaches.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Are we really making much progress? a worrying analysis of recent neural recommendation approaches

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.815297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:e0a5b99905c69e9a35e3c18aeca07cf2a1f08fa93a34a5538e84fce249cfc1c2

Observation 271f6dc8-2a70-42d7-85a4-830066925f11 · outbound

This paper cites A troubling analysis of reproducibility and progress in recommender systems research.ACM Transactions on Information Systems (TOIS), 39(2):1–49.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation A troubling analysis of reproducibility and progress in recommender systems research.ACM Transactions on Information Systems (TOIS), 39(2):1–49

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.831142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:bbbfd1a7678ce521d87a91a8436e798bf789ea147a43e32b7b176724b9f5687d

Observation 5843ebe1-3584-48bf-9c17-71e074458e0b · outbound

This paper cites Neural collaborative filtering vs.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Neural collaborative filtering vs

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.785063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:c542bd2e119ffc40b17d32d42e37780200f3f09ff38eff396abb3f8ba6734622

Observation 450a88f2-7b96-4652-b0af-84d4f1b5e0df · outbound

This paper cites Generative recommendation with semantic ids: A practitioner’s handbook.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Generative recommendation with semantic ids: A practitioner’s handbook

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.851459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:2dd1313b249781459ff783f373dd027af13c4250a4d6202d060e752ef8244d27

Observation 33628366-487e-4268-aa77-a653708510c2 · outbound

This paper cites Second workshop on information hetero- geneity and fusion in recommender systems (hetrec2011).

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Second workshop on information hetero- geneity and fusion in recommender systems (hetrec2011)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.762796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:1a54ac495aad8604db9e463af06de552e901d83debd0cefdd921164c8eb5f238

Observation 51081a3d-506b-48f6-a09d-bbffec8ba616 · outbound

This paper cites The movielens datasets: History and context.Acm transactions on interactive intelligent systems (tiis), 5(4):1–19.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation The movielens datasets: History and context.Acm transactions on interactive intelligent systems (tiis), 5(4):1–19

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.842508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:6831ff6c41dfa8b7f700d4d632c7c097b0389743359dba766e7c99ed7c36cd0f

Observation 2e646141-7ce4-4f06-a354-762843d86c94 · outbound

This paper cites Yelp open dataset.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Yelp open dataset

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.864391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:4457c5741d39ac693badc28befd7626b04dafc4ffe8581d8a10abc1ee95af69d

Observation aaadb342-a319-4727-a65c-6b8aa4e30554 · outbound

This paper cites Mind: A large-scale dataset for news recommendation.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Mind: A large-scale dataset for news recommendation

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.804684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:88e26c4ef53d3eec134fbf22fbfe6d023208fd089956c084fa81f8277be85e13

Observation 33e5623d-11eb-4144-b519-b9de2f641c32 · outbound

This paper cites Item recommendation on monotonic behavior chains.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Item recommendation on monotonic behavior chains

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.747693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:f5051e353060a5ff2ebcda5cd70289faf24ea84af8effa0273f6ec9916034efe

Observation b7a4084f-509f-406d-924b-ddf4d6ed5b43 · outbound

This paper cites H&m personalized fashion recommendations.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation H&m personalized fashion recommendations

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.819277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:1204262ffe6592ceb990e47299b3ad274ea7485fbd6bbc2ff6a99f25751d3b75

Observation 32b65ecb-3221-4f6b-9b8f-c05a300184c0 · outbound

This paper cites Tokenrec: Learning to tokenize id for llm- based generative recommendations.IEEE Transactions on Knowledge and Data Engineering.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Tokenrec: Learning to tokenize id for llm- based generative recommendations.IEEE Transactions on Knowledge and Data Engineering

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.782670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:3c864a892569be55e24bc3603d5c4283c6cdc17dad44a38ba663061acf8f0952

Observation 89273149-ee43-4a58-933b-cfbf11260960 · outbound

This paper cites Memory augmented graph neural networks for sequential recommendation.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Memory augmented graph neural networks for sequential recommendation

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T00:30:27.754830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:d01a7ea671bd6bd47ea15efec1326016198456563ae27299b76812cc196af6e8

Observation 8b69c8cc-5b81-4133-90af-92bd3c36ac7b · outbound

This paper cites Autoregressive image generation using residual quantization.

An Embarrassingly Simple Graph Heuristic Reveals Shortcut-Solvable Benchmarks for Sequential Recommendation Autoregressive image generation using residual quantization

Reference 53

Resolution
malformed identifier
arxiv_id, observed 2026-05-11T04:50:56.785513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T01:02:46.958164Z digest=sha256:54507da7114741ff3bedc1145020b8bde0167927984cd71cab3c212e16dda9ff

Pith citing papers

No inbound Pith citation observations are available.