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Paper Citation Record · LEDGER

Generative Recommendation with Semantic IDs: A Practitioner's Handbook

As of 19 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 9 inbound Pith citation observations for arXiv:2507.22224.

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

pith.paper-citation-record.v1
2507.22224 v1

Coverage vector

measured 82 of 82 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T12:01:13.441899Z

measured 91 of 91 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:25:38.552045Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T07:37:45.541929Z

Reference resolution

82 of 82 outbound references displayed

  • verified exact6
  • verified fuzzy3
  • unresolved73
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1365063f-9d97-43fa-a3e7-57755cc343b0 · outbound

This paper cites Qwen Technical Report.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Qwen Technical Report

Reference 1

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no resolver link, observed 2026-08-06T12:01:13.102637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:01:13.102637Z digest=sha256:3aa5364a160597b0cff2495b869e406fe4e0721d8b44cde66531b4b5e104cd04

Observation 5a02a283-fd8a-4687-87d1-8bbc40e880cb · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 2

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source=pdf_text observed=2026-08-06T12:01:13.107637Z digest=sha256:e03da514bfddf6fecc994ae7d467a7c6b47bfc030fdad3e1fa86e1ff63430ced

Observation 946696bc-96d3-4738-a874-268bee47ffb2 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 3

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Observation 616493f0-00e7-4905-960a-44a405e63c38 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 4

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:01:13.116563Z digest=sha256:b0646946b4518218a223d70efb731ea1c72297ec4b2aa2194d809c1f4fe4c678

Observation 0aac4227-3e2b-45b2-a0e4-81aea1a1c3d3 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:01:13.125356Z digest=sha256:0b258cefe5a33c832f5df0ecc581874e0a4927e6fb075ad907fae468c6acaeb7

Observation 09a08e62-8c4a-4a47-b3ad-e1ae286c860b · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:01:13.133853Z digest=sha256:2961f38c9053e0ea46253aad4402b5293e69dd6113e0e5dc78eefe36b342dc41

Observation 66664ff5-0f25-42e2-8a6f-5e1ad5d14c70 · outbound

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

Generative Recommendation with Semantic IDs: A Practitioner's Handbook OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment

Reference 7

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no resolver link, observed 2026-08-06T12:01:13.138119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:01:13.138119Z digest=sha256:42b71f4f5345185812751ee4598d91797ca921889c9f2465366b422f2e6e7ae4

Observation 8044b4e4-1e85-458a-b2ab-ad29763826e0 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 8

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no resolver link, observed 2026-08-06T12:01:13.143072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:01:13.143072Z digest=sha256:76bf342432a427c14f64eea759950c2c43f59bd8b3d11a015fd99059d8f38e5b

Observation da1c4db6-0012-4300-951c-2b0de5a7e187 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 9

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no resolver link, observed 2026-08-06T12:01:13.147367Z

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source=pdf_text observed=2026-08-06T12:01:13.147367Z digest=sha256:c6254066fd1228aedd7b2eba7ca80b55383febfdf58cd542c0377507457f6b8c

Observation bd58e556-d9c1-45a4-bf39-95834bd05ed1 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 10

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source=pdf_text observed=2026-08-06T12:01:13.151836Z digest=sha256:d6ef92eab2346026611f63568dda2f6bf22ba5f867492b7bc351a2ed51c26e12

Observation 8dc895b0-7eb4-4130-8745-b225a58b5d32 · outbound

This paper cites Restructuring Vector Quantization with the Rotation Trick.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Restructuring Vector Quantization with the Rotation Trick

Reference 11

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Observation 722ae997-6e8a-4630-8355-549c2fb0b4f2 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 12

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:01:13.160283Z digest=sha256:ee750ca7e5a0c72f34336538321d1e21c1091a2713fb164c640e099de54fc3e7

Observation 92650465-1509-40ea-9f57-25fe5eae2a61 · outbound

This paper cites Learning to Collide: Recommendation System Model Compression with Learned Hash Functions.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Learning to Collide: Recommendation System Model Compression with Learned Hash Functions

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-06T12:01:14.100156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 08cad085-2eb7-483b-b0ab-bae433d051e1 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 14883a20-fa43-4670-8313-ce685dfbbadd · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 15

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Observation 138712a0-17a4-480c-8957-28e61ff91563 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 16

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source=pdf_text observed=2026-08-06T12:01:13.177010Z digest=sha256:9c49b07e0340481846ba0e7f37adf1ff5f02a6a21a75a4a2b5dfeddcdc1ceee0

Observation 65751d68-e002-468b-9ec2-c1d582cfea50 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 17

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Observation 937a9dc8-ca9f-43cb-9434-3a99c6c2a504 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 18

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:01:13.190032Z digest=sha256:8c22c5a549883d8a1465cc4cea3ac047349d602903c9602c2de6f16f361d4dd5

Observation 10e4af7b-eb72-443d-ae68-8d5d3f0f2cdf · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 19

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Unavailable: canonical work link unavailable.

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Observation f07951a6-43fb-43b5-9b59-56fd3457d52b · outbound

This paper cites Language Models As Semantic Indexers.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Language Models As Semantic Indexers

Reference 20

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Observation 2ff04567-7104-4dde-abe8-8413b5aa34fc · outbound

This paper cites Revisiting Self-attention for Cross-domain Sequential Recommendation.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Revisiting Self-attention for Cross-domain Sequential Recommendation

Reference 21

Resolution
verified exact
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation e2e04163-ae79-46e1-8076-da70511590bc · outbound

This paper cites Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders

Reference 22

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Unavailable: canonical work link unavailable.

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Observation 75689e71-06d5-440c-8a72-9bccbe76870b · outbound

This paper cites How Does Message Passing Improve Collaborative Filtering?.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook How Does Message Passing Improve Collaborative Filtering?

Reference 23

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local_arxiv, observed 2026-08-06T12:01:14.019890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation fe2b5c35-3dad-4c61-9747-753a73be4368 · outbound

This paper cites Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering

Reference 24

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Observation 4621541b-77da-4d23-8003-10ea7e53f830 · outbound

This paper cites Multi-task Self-supervised Graph Neural Networks Enable Stronger Task Generalization.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Multi-task Self-supervised Graph Neural Networks Enable Stronger Task Generalization

Reference 25

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Observation 92726644-b6e4-4cbb-b37b-00fd953818bc · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation c1ddd1d5-436b-48e5-86db-f7299b774a44 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 27

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation eb9738a6-5378-45ac-8030-e9701e16f236 · outbound

This paper cites Robust Training Objectives Improve Embedding-based Retrieval in Industrial Recommendation Systems.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Robust Training Objectives Improve Embedding-based Retrieval in Industrial Recommendation Systems

Reference 28

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation d3503c96-68c2-424b-9d62-ba76411927dc · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 29

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Observation f87a969b-a551-41f6-bd31-6e6589a4a0c3 · outbound

This paper cites Breaking the Hourglass Phenomenon of Residual Quantization: Enhancing the Upper Bound of Generative Retrieval.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Breaking the Hourglass Phenomenon of Residual Quantization: Enhancing the Upper Bound of Generative Retrieval

Reference 30

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Observation 8fbbc679-52b2-4605-8adb-767961c34f9e · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 31

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Observation 6718cb89-a02c-4f1a-ab1f-7971947aec41 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 32

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Observation 24d35521-f2d7-448e-8ab7-94c89c6be212 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 33

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Observation 73d4b3f6-2aaa-4f44-acf9-4370654351a3 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 34

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Unavailable: canonical work link unavailable.

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Observation 82929566-d8e3-428b-86f0-5fedc718ef39 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 35

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raw_fallback, observed 2026-08-06T12:01:14.460297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 8ddb5b4d-2f0c-49e8-aee0-a8c4186d335f · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 36

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Unavailable: canonical work link unavailable.

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Observation aac9c7fa-d8cb-475c-944c-2481b34bf7a9 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 37

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raw_fallback, observed 2026-08-06T12:01:14.447477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 1e5d452e-4ca0-419b-8fe5-0d5b511d88ac · outbound

This paper cites QARM: Quantitative Alignment Multi-Modal Recommendation at Kuaishou.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook QARM: Quantitative Alignment Multi-Modal Recommendation at Kuaishou

Reference 38

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Observation eb94b6cc-2d5f-4936-9871-207b496ddd61 · outbound

This paper cites Non-parametric Graph Convolution for Re-ranking in Recommendation Systems.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Non-parametric Graph Convolution for Re-ranking in Recommendation Systems

Reference 39

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local_arxiv, observed 2026-08-06T12:01:13.886091Z

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Observation 2b91ce05-4108-451e-8e26-e644a4f59848 · outbound

This paper cites Generative Recommender with End-to-End Learnable Item Tokenization.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Generative Recommender with End-to-End Learnable Item Tokenization

Reference 40

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Observation 25d5ecc9-223c-41b8-a6a5-88f2311c0e60 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 41

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T12:01:13.298436Z digest=sha256:a32ba73456dea5076704146d95f8f6976fdba5f01611377ba4318ff8aa797916

Observation a7964e97-e8c5-46b2-ad1f-9d2069a0909f · outbound

This paper cites On the Role of Weight Decay in Collaborative Filtering: A Popularity Perspective.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook On the Role of Weight Decay in Collaborative Filtering: A Popularity Perspective

Reference 42

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local_arxiv, observed 2026-08-06T12:01:13.922056Z

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source=pdf_text observed=2026-08-06T12:01:13.277825Z digest=sha256:3a27b4f56ae32fe3edf41e8f07d48107c8c0ad3f06b9bda865fafcbcd576c5d9

Observation ef21e4a1-423c-4d29-a631-a35e88dfc568 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 43

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Observation 600dbddb-fdd3-4cce-a0b8-47dbe62c6ef2 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 44

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source=pdf_text observed=2026-08-06T12:01:13.310621Z digest=sha256:76c4e8a70774f68e7a45fa0c50c68cf92fc5d3f9e32992b9bb4e91573587ac4c

Observation c150fd2d-f126-4e42-a7ab-7faad4c169f2 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 45

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source=pdf_text observed=2026-08-06T12:01:13.318904Z digest=sha256:aae9df3eae8a7aca1d60fdd09f540486ba4ab68c4e543b3bf2f9426af9d24631

Observation 6f6c9fd2-5931-4ef5-ae43-6aabf35a59e1 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 46

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source=pdf_text observed=2026-08-06T12:01:13.294358Z digest=sha256:f2fb18a2bbce015eecdc4874f1492e04f69c6d9cf0144e52e3c5dfc7c8b5d4df

Observation f3ad405d-d482-48fc-a950-2c7f3bc02b6c · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 47

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source=pdf_text observed=2026-08-06T12:01:13.327749Z digest=sha256:ff7e9d141e1e041c83bfa70e761ea46d79b5c753590d91eac649c1c21c1cbb4d

Observation 6d579f0b-2eac-425c-9dcf-53469335d42d · outbound

This paper cites Text2Tracks: Prompt-based Music Recommendation via Generative Retrieval.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Text2Tracks: Prompt-based Music Recommendation via Generative Retrieval

Reference 48

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source=pdf_text observed=2026-08-06T12:01:13.302474Z digest=sha256:8ea318b484643b01b68bb1096f3a2809eae3d23ef36e651877aa0d453dea8193

Observation 3f0815f2-5da0-42fc-a4ac-becc8c4ccac0 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 49

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 028976b0-7c9a-4e01-98d7-cdd5b4344fb6 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 50

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source=pdf_text observed=2026-08-06T12:01:13.339168Z digest=sha256:667e62543b77d4ced25e1869e6c3603597a3d6ddab7e34e1a12d6a624126f963

Observation 8e968e19-2b6f-4b8d-88be-4ed0a5ea78fc · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 51

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source=pdf_text observed=2026-08-06T12:01:13.343830Z digest=sha256:3dce00bdf63341ea7de137ace096bb8d8bcf3dea89d7cd5fbd948cc72bc4c46e

Observation bbabdcd9-118e-4a29-a41c-1a9ed6e3a121 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 52

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source=pdf_text observed=2026-08-06T12:01:13.347911Z digest=sha256:c0b539f75c226d5d6b848fe5761ffd8e0918854164a8687e5e0397516339a5f1

Observation 4fa90794-1b19-4be5-9849-489466b41ad5 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 53

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source=pdf_text observed=2026-08-06T12:01:13.322885Z digest=sha256:777f574559f122fb799229875e3a25b9d7b055b169834b1fd36cfb7ae7156eb3

Observation ecef7138-8730-4bab-a92a-500f41d27834 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 54

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source=pdf_text observed=2026-08-06T12:01:13.356408Z digest=sha256:be189acb7617d2fcd2c0881454c8a9aa6a197c286509500e8cd965c399547c03

Observation 16f69625-73ea-48c4-b5cc-debb018cd475 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 55

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T12:01:13.331660Z digest=sha256:8693d54e0a877660c935594eb4e7a8f2fd864cbcea10d0e04fa0f36e4560a6ed

Observation e167180e-55dd-4255-a88c-9bab0fc79034 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 56

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source=pdf_text observed=2026-08-06T12:01:13.364813Z digest=sha256:d9e31b9e60e515184c08dc0ac9afdc8fd22def0f1a533d00cf33657205bc1cac

Observation fc844151-89ce-49d4-905f-66d5a4c1bfd9 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 57

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source=pdf_text observed=2026-08-06T12:01:13.368662Z digest=sha256:3b4a52c66bce4cf99894a505a5e55824b0d2d381bc4657ff6188332e5022f2dc

Observation 47a85374-42d0-4f9f-a116-6cffcbd37c5a · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 58

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T12:01:13.372635Z digest=sha256:fd4f8997b42f2331c9d3dacf3c043d2a9756cf2032354fdcad768b66ff3e728e

Observation 9ea14d31-b69d-4014-83b9-8a261a08da70 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 59

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source=pdf_text observed=2026-08-06T12:01:13.376527Z digest=sha256:c7dec3c661a34598aeb7352799ff27e333dbf6c22f3a52509f5e82a3d27ca025

Observation 27d6d861-01c2-4b03-b65c-715321055899 · outbound

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

Generative Recommendation with Semantic IDs: A Practitioner's Handbook LLaMA: Open and Efficient Foundation Language Models

Reference 60

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source=pdf_text observed=2026-08-06T12:01:13.352140Z digest=sha256:8d49224a224cfe218a2d334aace10173e5cfca58521956ce7cfa20cfa8a7f73c

Observation e8953740-6668-48b8-8ec8-f9618b214890 · outbound

This paper cites Unifying Generative and Dense Retrieval for Sequential Recommendation.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unifying Generative and Dense Retrieval for Sequential Recommendation

Reference 61

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source=pdf_text observed=2026-08-06T12:01:13.384482Z digest=sha256:5007d65096462567d3fd6e354b3942279e5d4cc40bd6919e96e9024038605451

Observation 35b4e9bc-cee3-4cc6-bdee-aeb9eb223115 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 62

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raw_fallback, observed 2026-08-06T12:01:14.305648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T12:01:13.360812Z digest=sha256:8a9f3c2b7f582b067b30e1567922e804e1b1ff1da4bd18bf787ebbcea75570f8

Observation 2c0adfdb-3b7c-43c4-95bc-99c1396f43c1 · outbound

This paper cites Generate rather than Retrieve: Large Language Models are Strong Context Generators.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Generate rather than Retrieve: Large Language Models are Strong Context Generators

Reference 63

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no resolver link, observed 2026-08-06T12:01:13.393174Z

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source=pdf_text observed=2026-08-06T12:01:13.393174Z digest=sha256:c2c4570376677fab194071f27fdce6415f57f805fa3c7edb6ccfe80a14538044

Observation eaeee8d0-e40a-4587-8aa3-d3b093372fdb · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 64

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no resolver link, observed 2026-08-06T12:01:13.397386Z

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source=pdf_text observed=2026-08-06T12:01:13.397386Z digest=sha256:45e84a54ff90b329fa304f33ca0515dea9b87ab7550f1aa52aef20c6cc07b908

Observation 1833e615-a6b8-435b-9e6d-121514f3581e · outbound

This paper cites Myana, Deepak Dilipkumar, Suvadip Paul, Ikuhiro Ihara, Prasang Upadhyaya, Ferenc Huszár, and Wenzhe Shi.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Myana, Deepak Dilipkumar, Suvadip Paul, Ikuhiro Ihara, Prasang Upadhyaya, Ferenc Huszár, and Wenzhe Shi

Reference 65

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raw_fallback, observed 2026-08-06T12:01:14.245018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T12:01:13.401399Z digest=sha256:dfd30be4c698025f23abd0f795ebadce35e36d25120848c49765060e2db1ef06

Observation 50585a1b-48f9-47c4-a95d-ba110ec4b98a · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 66

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source=pdf_text observed=2026-08-06T12:01:13.405239Z digest=sha256:1e7ecb6db744604e1c0a979fe9faa81dd5f206a14e8ed153cc6b4e73998bd160

Observation d37eac20-9d4c-46a0-bf6f-5e4a574889f5 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 67

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source=pdf_text observed=2026-08-06T12:01:13.380401Z digest=sha256:f020fa5c64922b44362e206cc7a76bb07124c61f2ce103b47fdf862647aa7b05

Observation 7243f155-9eee-4086-becc-14579ee40c09 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 68

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no resolver link, observed 2026-08-06T12:01:13.413194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:01:13.413194Z digest=sha256:b410811af97815381b2538207fe61f8ba379e81c3a92ef3f611bf0e03d5dda65

Observation aa488020-fed9-44a0-a940-1733b8180114 · outbound

This paper cites Sparse Meets Dense: Unified Generative Recommendations with Cascaded Sparse-Dense Representations.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Sparse Meets Dense: Unified Generative Recommendations with Cascaded Sparse-Dense Representations

Reference 69

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no resolver link, observed 2026-08-06T12:01:13.388893Z

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source=pdf_text observed=2026-08-06T12:01:13.388893Z digest=sha256:41cf73ee2e703adc976be9df1d6c5f4e2a4bb9656545bb7e53900dccff114e44

Observation d29d0677-6109-472b-929d-9f96c59581df · outbound

This paper cites Universal Item Tokenization for Transferable Generative Recommendation.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Universal Item Tokenization for Transferable Generative Recommendation

Reference 70

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no resolver link, observed 2026-08-06T12:01:13.421534Z

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source=pdf_text observed=2026-08-06T12:01:13.421534Z digest=sha256:2f3418e71ac38c67da7ba408da7c6bc3d129d3c79e4f05cc3450dedfedda8d38

Observation b2461e8e-19ea-40e4-88f8-f73debe516f8 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 71

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unresolved
raw_fallback, observed 2026-08-06T12:01:14.205767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T12:01:13.426157Z digest=sha256:c549b002d93d3b63011ffde662d15ad1f597ae5292aeec08d321c0701a3b20aa

Observation 6d28e80c-a6eb-4d9e-a5fe-26064da1f996 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 72

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no resolver link, observed 2026-08-06T12:01:13.430162Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T12:01:13.430162Z digest=sha256:c61dfb8193b0185f50b985e90bf3874d0bbe95c233843e541816e1cdede51591

Observation 76ebf85d-fc06-400e-a34f-4708bbdb9ec8 · outbound

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

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Beyond Unimodal Boundaries: Generative Recommendation with Multimodal Semantics

Reference 73

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no resolver link, observed 2026-08-06T12:01:13.437937Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T12:01:13.437937Z digest=sha256:1758122df5862d4d7afe60db7b7bd4545cfc06dd2e1066aab8e355b893d3322a

Observation 4dc78b8c-a982-4d94-a249-b5eca1b3fadd · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 74

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no resolver link, observed 2026-08-06T12:01:13.409197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:01:13.409197Z digest=sha256:d2e40fa71147fdbc3f93c39ba22e797192f5488b6d8aad4de5c40d341d0867f3

Observation a8e63b74-6f17-4cff-94b6-4293d58774fe · outbound

This paper cites Pre-training Generative Recommender with Multi-Identifier Item Tokenization.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Pre-training Generative Recommender with Multi-Identifier Item Tokenization

Reference 76

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no resolver link, observed 2026-08-06T12:01:13.417312Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:01:13.417312Z digest=sha256:2f8a781351a748c45c0183dd025f9f15dbda49bae04b2053223eb58c4e042117

Observation 479707e3-f8c3-4005-9ec7-ef20d1c463fe · outbound

This paper cites InProceedings of the 18th ACM Conference on Recommender Systems.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook InProceedings of the 18th ACM Conference on Recommender Systems

Reference 80

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raw_fallback, observed 2026-08-06T12:01:14.183871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T12:01:13.434021Z digest=sha256:6558341205c194a9eb7c29750bb3b505e333e35fa2448cb61be5fd7c827e0362

Observation 0174ed72-4a32-4d8a-94ce-0178253ff597 · outbound

This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 82

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no resolver link, observed 2026-08-06T12:01:13.441899Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T12:01:13.441899Z digest=sha256:e49281f7240594f9acb2ad5440a03c3b7f6da18336d529a68b6499bf6234d560

Observation c0a6cc70-d3a7-494f-a236-174acc30a3b0 · outbound

This paper cites InProceedings of the 1st workshop on deep learning for recommender systems.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook InProceedings of the 1st workshop on deep learning for recommender systems

Reference 2016

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no resolver link, observed 2026-08-06T12:01:13.129565Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:01:13.129565Z digest=sha256:ccd40641263c0c3a5647a94943c3b12d7f104ce53c56ea071f7da035297ea802

Observation c9407a51-8ec2-4f0e-8c1b-f7abf6acae97 · outbound

This paper cites InProceedings of the IEEE/CVF conference on computer vision and pattern recognition.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook InProceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 2022

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This paper cites an unresolved cited work.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Unresolved cited work

Reference 2023

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This paper cites Enhancing Item Tokenization for Generative Recommendation through Self-Improvement.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook Enhancing Item Tokenization for Generative Recommendation through Self-Improvement

Reference 2024

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This paper cites InProceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval.

Generative Recommendation with Semantic IDs: A Practitioner's Handbook InProceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval

Reference 2025

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Pith citing papers

Observation f834ccae-dce5-43e4-ba0e-d89d5b3d33d8 · inbound

Sequential Data Augmentation for Generative Recommendation cites this paper.

Sequential Data Augmentation for Generative Recommendation Generative Recommendation with Semantic IDs: A Practitioner's Handbook

Reference 24

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FORGE: Forming Semantic Identifiers for Generative Retrieval in Industrial Datasets cites this paper.

FORGE: Forming Semantic Identifiers for Generative Retrieval in Industrial Datasets Generative Recommendation with Semantic IDs: A Practitioner's Handbook

Reference 16

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Observation ffc48eef-9e23-4389-8e90-a8fce55d2b2b · inbound

Understanding Generative Recommendation with Semantic IDs from a Model-scaling View cites this paper.

Understanding Generative Recommendation with Semantic IDs from a Model-scaling View Generative Recommendation with Semantic IDs: A Practitioner's Handbook

Reference 8

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Gated Bidirectional Linear Attention for Generative Retrieval cites this paper.

Gated Bidirectional Linear Attention for Generative Retrieval Generative Recommendation with Semantic IDs: A Practitioner's Handbook

Reference 6

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SIDInspector: A Mapping-First Diagnostic Resource for Semantic-ID Tokenizers cites this paper.

SIDInspector: A Mapping-First Diagnostic Resource for Semantic-ID Tokenizers Generative Recommendation with Semantic IDs: A Practitioner's Handbook

Reference 15

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Beyond Fixed Depths and Widths: Optimizing Textual Decoding Tries in LLM-based Generative Recommendation cites this paper.

Beyond Fixed Depths and Widths: Optimizing Textual Decoding Tries in LLM-based Generative Recommendation Generative Recommendation with Semantic IDs: A Practitioner's Handbook

Reference 20

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Observation b405eed1-e323-4c2a-a2f9-b17044f0c265 · inbound

OneShot: Index-in-Ranking with Neural Scoring for Large-Scale Retrieval cites this paper.

OneShot: Index-in-Ranking with Neural Scoring for Large-Scale Retrieval Generative Recommendation with Semantic IDs: A Practitioner's Handbook

Reference 82

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Observation c226a9ee-a565-47ba-84d5-e1d586c2ae71 · inbound

OneShot: Index-in-Ranking with Neural Scoring for Large-Scale Retrieval cites this paper.

OneShot: Index-in-Ranking with Neural Scoring for Large-Scale Retrieval Generative Recommendation with Semantic IDs: A Practitioner's Handbook

Reference 82

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Observation 5bbdf2db-f2d0-490c-8a2a-67bf6e4a83b7 · inbound

Learning from Unreachable Rewards: Hint-Conditioned Reinforcement Learning for Generative Recommendation cites this paper.

Learning from Unreachable Rewards: Hint-Conditioned Reinforcement Learning for Generative Recommendation Generative Recommendation with Semantic IDs: A Practitioner's Handbook

Reference 11

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