Paper Citation Record · LEDGER

A Contextual-Aware Position Encoding for Sequential Recommendation

As of 13 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2502.09027.

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

pith.paper-citation-record.v1
2502.09027 v2

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T22:56:55.809411Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

34 of 34 outbound references displayed

verified exact1
verified fuzzy3
unresolved30
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 61870f33-2f08-4096-bed5-28a6289dbd9a · outbound

This paper cites HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling.

A Contextual-Aware Position Encoding for Sequential Recommendation HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T22:56:55.645326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65e656d6-b196-4470-92dc-f285ce9e2a6a · outbound

This paper cites Behavior Sequence Transformer for E-commerce Recommendation in Alibaba.

A Contextual-Aware Position Encoding for Sequential Recommendation Behavior Sequence Transformer for E-commerce Recommendation in Alibaba

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T22:56:55.651124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df44fa0e-0a9f-480d-885e-39d7e42637b3 · outbound

This paper cites Position Information in Transformers: An Overview.

A Contextual-Aware Position Encoding for Sequential Recommendation Position Information in Transformers: An Overview

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T22:56:55.656417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e2a8f04-c79a-4f8d-bd91-cb8aa7a561cf · outbound

This paper cites an unresolved cited work.

A Contextual-Aware Position Encoding for Sequential Recommendation Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:56:56.387710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d5829722-b3e5-4b21-b07f-429ea49cab0b · outbound

This paper cites an unresolved cited work.

A Contextual-Aware Position Encoding for Sequential Recommendation Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:56:56.370398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f5397c04-5169-4ab6-a3a1-4b29cb02b58d · outbound

This paper cites an unresolved cited work.

A Contextual-Aware Position Encoding for Sequential Recommendation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:56:56.354313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1b07c8b6-5853-418d-916d-4f1977ddc206 · outbound

This paper cites an unresolved cited work.

A Contextual-Aware Position Encoding for Sequential Recommendation Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T22:56:55.682851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9b5b245-aa91-4b02-a2ff-66527621e01b · outbound

This paper cites Self-Attentive Sequential Recommendation.

A Contextual-Aware Position Encoding for Sequential Recommendation Self-Attentive Sequential Recommendation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T22:56:55.692872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 021e6f3d-b306-48c4-9e28-df27a41461f8 · outbound

This paper cites an unresolved cited work.

A Contextual-Aware Position Encoding for Sequential Recommendation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:56:56.326856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f9b20f23-620c-4257-ab8c-46bd2a36a37d · outbound

This paper cites an unresolved cited work.

A Contextual-Aware Position Encoding for Sequential Recommendation Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:56:56.310548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 60b62ffc-6692-46ea-a57a-4941e8c328e7 · outbound

This paper cites Positional encoding is not the same as context: A study on positional encoding for sequential recommendation.

A Contextual-Aware Position Encoding for Sequential Recommendation Positional encoding is not the same as context: A study on positional encoding for sequential recommendation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T22:56:55.707482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad7ab98b-240d-4f33-be96-515d4177c09c · outbound

This paper cites MARM: Unlocking the Future of Recommendation Systems through Memory Augmentation and Scalable Complexity.

A Contextual-Aware Position Encoding for Sequential Recommendation MARM: Unlocking the Future of Recommendation Systems through Memory Augmentation and Scalable Complexity

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T22:56:55.712151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e869dd85-07fd-44df-8995-f8caf1611e38 · outbound

This paper cites an unresolved cited work.

A Contextual-Aware Position Encoding for Sequential Recommendation Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T22:56:55.716739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d8e4504-daec-41d7-829f-cfc8a26202b7 · outbound

This paper cites an unresolved cited work.

A Contextual-Aware Position Encoding for Sequential Recommendation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:56:56.283225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d5d634a8-1872-44ec-967e-a8d3ceceb944 · outbound

This paper cites an unresolved cited work.

A Contextual-Aware Position Encoding for Sequential Recommendation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:56:56.267640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2f26cf3f-0619-4a65-9030-eb1ed4b2ab10 · outbound

This paper cites an unresolved cited work.

A Contextual-Aware Position Encoding for Sequential Recommendation Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:56:56.252223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d5d36913-fb41-414f-8fd9-64c053e933d9 · outbound

This paper cites an unresolved cited work.

A Contextual-Aware Position Encoding for Sequential Recommendation Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T22:56:55.735560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f97ba22-83db-4963-8539-2fcb19b4340c · outbound

This paper cites Gomez, Łukasz Kaiser, and Illia Polosukhin.

A Contextual-Aware Position Encoding for Sequential Recommendation Gomez, Łukasz Kaiser, and Illia Polosukhin

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:56:56.212787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1fdcdf9e-48f6-465e-9a72-bda05a6aa848 · outbound

This paper cites an unresolved cited work.

A Contextual-Aware Position Encoding for Sequential Recommendation Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:56:56.197885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c284e83a-cb3e-495b-8731-1f6155079885 · outbound

This paper cites an unresolved cited work.

A Contextual-Aware Position Encoding for Sequential Recommendation Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:56:56.182404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f90c0ae6-f2ed-4ef2-a388-72a1f3b77ecb · outbound

This paper cites an unresolved cited work.

A Contextual-Aware Position Encoding for Sequential Recommendation Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:56:56.167169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 005104c0-6a0b-4d8e-8953-6b7ab086b71f · outbound

This paper cites TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest.

A Contextual-Aware Position Encoding for Sequential Recommendation TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-07T22:56:55.873322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation dca1c543-3d79-4628-8153-81d020fafc11 · outbound

This paper cites an unresolved cited work.

A Contextual-Aware Position Encoding for Sequential Recommendation Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:56:56.151596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0edef4d2-b311-4a23-ad19-36b7122dc5cb · outbound

This paper cites Jose, and Xiangnan He.

A Contextual-Aware Position Encoding for Sequential Recommendation Jose, and Xiangnan He

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:56:56.135687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ec30cfe2-ff2a-47e3-971b-3b1f5d6bcfc7 · outbound

This paper cites an unresolved cited work.

A Contextual-Aware Position Encoding for Sequential Recommendation Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:56:56.118773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f12e9615-ec89-4b3f-8ba7-da3388e8c1c3 · outbound

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

A Contextual-Aware Position Encoding for Sequential Recommendation Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T22:56:55.784910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb82b61e-6e16-4548-891b-b5034f58edee · outbound

This paper cites an unresolved cited work.

A Contextual-Aware Position Encoding for Sequential Recommendation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:56:56.099912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 73f6c61a-f615-43dd-979b-31b72c55827a · outbound

This paper cites an unresolved cited work.

A Contextual-Aware Position Encoding for Sequential Recommendation Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:56:56.083936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0e0e7781-82ad-4d5d-8fd7-d1a808e4b2fc · outbound

This paper cites an unresolved cited work.

A Contextual-Aware Position Encoding for Sequential Recommendation Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:56:56.067363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0dfebbee-8c2a-45c4-a1b5-e3ba252f7135 · outbound

This paper cites an unresolved cited work.

A Contextual-Aware Position Encoding for Sequential Recommendation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:56:56.050810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 90437532-0084-4999-9abc-d406d856dd02 · outbound

This paper cites an unresolved cited work.

A Contextual-Aware Position Encoding for Sequential Recommendation Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T22:56:56.034246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5efe5dc2-87e1-4fde-818a-3c988776442a · outbound

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

A Contextual-Aware Position Encoding for Sequential Recommendation Session-based Recommendations with Recurrent Neural Networks

Reference 2016

Resolution: unresolved; no resolver link, observed 2026-08-07T22:56:55.688023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43286c42-5661-4655-a418-39e19eeaf577 · outbound

This paper cites In CIKM ’19 (CIKM ’19).

A Contextual-Aware Position Encoding for Sequential Recommendation In CIKM ’19 (CIKM ’19)

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T22:56:56.226732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 74ec3da2-2372-435f-abca-c679708f39b8 · outbound

This paper cites Contextual Position Encoding: Learning to Count What's Important.

A Contextual-Aware Position Encoding for Sequential Recommendation Contextual Position Encoding: Learning to Count What's Important

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-07T22:56:55.667281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.