Paper Citation Record · LEDGER

LLM-Based Generative Retrieval for Snapchat Content Recommendation

As of 5 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2607.28895.

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

pith.paper-citation-record.v1
2607.28895 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T01:29:06.085329Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

38 of 38 outbound references displayed

verified exact0
verified fuzzy0
unresolved37
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e282d7e5-77ee-4e12-bedd-bb6106b155c6 · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:03.063742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ebf585d7-666c-4e52-97b7-77a6a3205be2 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:03.112048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22d283eb-5258-4063-8b4d-50a0a9e12bb6 · outbound

This paper cites FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning.

LLM-Based Generative Retrieval for Snapchat Content Recommendation FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:03.189059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92b7c9d5-bb8f-4dfa-a247-9abe322c6755 · outbound

This paper cites OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment.

LLM-Based Generative Retrieval for Snapchat Content Recommendation OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:03.271069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cb3e1f0-90b7-4518-8291-e84b7795792a · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:03.358907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0303c4a6-a2d1-4f16-ac04-0ae31d0cda3f · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:03.417427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa1cdf8a-cd8d-47c0-bb76-6c1f4eb0d0f5 · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:03.483191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 449c8eec-5ca2-4351-b5aa-85733d045246 · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:03.549230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd18cf45-8ae1-40e5-9a0d-3c924566fcc8 · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:03.604133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c31a0d73-b8d1-4944-b9a9-74fdee90bf27 · outbound

This paper cites Rae, Oriol Vinyals, and Laurent Sifre.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Rae, Oriol Vinyals, and Laurent Sifre

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:03.686128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc0076f2-d72c-47c2-8ddb-6b054fc43744 · outbound

This paper cites Towards Large-scale Generative Ranking.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Towards Large-scale Generative Ranking

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:03.742585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd74bbf6-2fca-4ed6-b021-324348063b11 · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:03.808026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb5116b3-985a-4494-a0d1-d3bf655c4c2d · outbound

This paper cites Semantic IDs for Recommender Systems at Snapchat: Use Cases, Technical Challenges, and Design Choices.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Semantic IDs for Recommender Systems at Snapchat: Use Cases, Technical Challenges, and Design Choices

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:03.884753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86edd432-822e-459d-a9d7-4b9921ef3b69 · outbound

This paper cites Scaling Laws for Neural Language Models.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Scaling Laws for Neural Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:03.971790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e6108f7-5172-47db-9ebb-fdec996243e6 · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:04.089284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c386fc67-85bd-4458-9405-515e750d6591 · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:04.175354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ba72b8c-fee2-4cba-a76d-4044a37d237b · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:04.268251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a71e5f3-88c8-4657-8a6b-b9ed478aebca · outbound

This paper cites Predictable Scale: Part I, Step Law -- Optimal Hyperparameter Scaling Law in Large Language Model Pretraining.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Predictable Scale: Part I, Step Law -- Optimal Hyperparameter Scaling Law in Large Language Model Pretraining

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:04.360430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 545252dd-858e-4b6b-9bb6-6d000d8093a2 · outbound

This paper cites Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and Ranking.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Qwen3-VL-Embedding and Qwen3-VL-Reranker: A Unified Framework for State-of-the-Art Multimodal Retrieval and Ranking

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:04.447709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39f367e9-04ad-4cb8-8723-4c44d8211125 · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:04.538317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 805842a9-acbb-4991-8a18-6d768a1a3922 · outbound

This paper cites TokenMinds: Pretrained User Tokens and Embeddings for User Understanding in Large Recommender Systems.

LLM-Based Generative Retrieval for Snapchat Content Recommendation TokenMinds: Pretrained User Tokens and Embeddings for User Understanding in Large Recommender Systems

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:04.674163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c83bd68a-a6df-4af4-98bc-8df9abcbd493 · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:04.799572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6891383-b7ef-4e05-ac94-d4451355baf0 · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:04.911682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ae708e1-b448-4066-b1b4-df5e7cfae2d9 · outbound

This paper cites OneReason Technical Report.

LLM-Based Generative Retrieval for Snapchat Content Recommendation OneReason Technical Report

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:05.009911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95d7531f-64e1-41a3-a937-6ec43fbceb66 · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:05.124871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30b4c045-c6ac-4a3d-9814-0cdb77961588 · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:05.228063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0bad61c-6ddc-4794-95c0-d147f6a392bd · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:05.319180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee2fb667-1188-498b-b416-5292b069cd21 · outbound

This paper cites Chi, and Xinyang Yi.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Chi, and Xinyang Yi

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:05.435626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e48e825f-ee5a-445e-93e3-de0f01c0ef4e · outbound

This paper cites Tran, Mostafa Dehghani, Jianmo Ni, Dara Bahri, Harsh Mehta, Zhen Qin, Kai Hui, Zhe Zhao, Jai Gupta, Tal Schuster, William W.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Tran, Mostafa Dehghani, Jianmo Ni, Dara Bahri, Harsh Mehta, Zhen Qin, Kai Hui, Zhe Zhao, Jai Gupta, Tal Schuster, William W

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:05.502907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c40fcd1a-e57c-4859-b794-686244372f5e · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:05.567879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbdc26c4-0ba5-4233-9c27-4358289b7d75 · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:05.673557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ff71233-cd3d-48fa-a7d4-ec5d605ed51a · outbound

This paper cites RecGPT Technical Report.

LLM-Based Generative Retrieval for Snapchat Content Recommendation RecGPT Technical Report

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:05.737247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36cf234d-9734-4b5f-bbea-cb7ca54b11cf · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:05.819426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7239072-9157-4cef-a53f-50ac36882fca · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:05.891086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9547398-c881-42d9-b725-28518325428f · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:05.964076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 562967ac-6980-4cbc-9792-b66b7cafac8b · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:06.042465Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3bb8c8e-a56c-4722-9c85-2088185941a7 · outbound

This paper cites Beyond Unimodal Boundaries: Generative Recommendation with Multimodal Semantics.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Beyond Unimodal Boundaries: Generative Recommendation with Multimodal Semantics

Reference 37

Resolution: malformed identifier; no resolver link, observed 2026-08-03T01:29:06.085329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76117c03-754e-4a32-be77-6f1bf8d0c179 · outbound

This paper cites an unresolved cited work.

LLM-Based Generative Retrieval for Snapchat Content Recommendation Unresolved cited work

Reference 2409

Resolution: unresolved; no resolver link, observed 2026-08-03T01:29:05.615475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.