Paper Citation Record · LEDGER

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language

As of 23 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 0 inbound Pith citation observations for arXiv:2607.27682.

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

pith.paper-citation-record.v1
2607.27682 v1

Coverage vector

measured 40 of 40 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T03:29:25.238486Z

measured 40 of 40 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

40 of 40 outbound references displayed

verified exact0
verified fuzzy0
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6b922980-31a8-4a1e-ae6f-3aadbe4ed71e · outbound

This paper cites Communication, Simulation, and Intelligent Agents: Implications of Personal Intelligent Machines for Medical Education.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language Communication, Simulation, and Intelligent Agents: Implications of Personal Intelligent Machines for Medical Education

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.139793Z

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Observation 4770f1d2-23fe-4450-83ad-ba3ef2e9676e · outbound

This paper cites Classification Problem Solving.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language Classification Problem Solving

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.143929Z

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Observation 64ceb8e2-289c-4721-914f-fbb5c288a1e3 · outbound

This paper cites , title =.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language , title =

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.146507Z

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Observation 6eb68921-5bc1-452d-9800-2b52c86f3a1a · outbound

This paper cites New Ways to Make Microcircuits Smaller---Duplicate Entry.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language New Ways to Make Microcircuits Smaller---Duplicate Entry

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.149073Z

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Observation aebe08b4-07bb-4ad2-a8c5-6bfba2ee7cee · outbound

This paper cites Clancey and Glenn Rennels , abstract =.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language Clancey and Glenn Rennels , abstract =

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.151722Z

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Observation 5d1fbee5-e709-4b4c-bac7-19ad1f103dd0 · outbound

This paper cites and Rennels, Glenn R.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language and Rennels, Glenn R

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.154440Z

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Observation 375eb4b2-bc24-4a0c-8564-3bc2708473bd · outbound

This paper cites Poligon: A System for Parallel Problem Solving.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language Poligon: A System for Parallel Problem Solving

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.157026Z

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Observation a13fcbe7-5268-4501-b379-651c72fd5ec4 · outbound

This paper cites Transfer of Rule-Based Expertise through a Tutorial Dialogue.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language Transfer of Rule-Based Expertise through a Tutorial Dialogue

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.159502Z

Source-reported events for the cited work

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Observation 7fca17a8-eb5a-469d-8d33-2c2008ad6764 · outbound

This paper cites The Engineering of Qualitative Models.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language The Engineering of Qualitative Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.162239Z

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Observation 416f2889-2d08-444b-817c-ffc3f4c87955 · outbound

This paper cites 2023 , eprint=.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language 2023 , eprint=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.164827Z

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Observation 70b6485b-787c-4ebb-9769-374448a5a6be · outbound

This paper cites Pluto: The 'Other' Red Planet.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language Pluto: The 'Other' Red Planet

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.167602Z

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Observation 6ba41bef-4595-49ef-81f7-e22f83ac5032 · outbound

This paper cites and Vu, Trung and Heldt, Lukasz and Hong, Lichan and Tay, Yi and Tran, Vinh Q.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language and Vu, Trung and Heldt, Lukasz and Hong, Lichan and Tay, Yi and Tran, Vinh Q

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.169978Z

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Observation fe9f0df2-2c7f-409c-9bc2-c82b55daa41c · outbound

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

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.172407Z

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Observation 2e118dcd-cd36-4835-9aef-4dd32acecd1f · outbound

This paper cites Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.175268Z

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Observation a2db75e5-c2f1-4137-af07-dae37b0d8319 · outbound

This paper cites Learnable Item Tokenization for Generative Recommendation.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language Learnable Item Tokenization for Generative Recommendation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.177702Z

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Observation f2c7c44b-fb2c-441c-83b2-3e177cde1c82 · outbound

This paper cites DiscRec: Disentangled Semantic-Collaborative Modeling for Generative Recommendation.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language DiscRec: Disentangled Semantic-Collaborative Modeling for Generative Recommendation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.180188Z

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Observation 04e71cd1-574b-4ec5-bdd5-a8b8dc2c2ec1 · outbound

This paper cites Implicit Reasoning for Large Language Model-based Generative Recommendation.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language Implicit Reasoning for Large Language Model-based Generative Recommendation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.182811Z

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Observation b85177cf-ce51-4894-8f9f-1e70167f836a · outbound

This paper cites OneRec-Think : In-Text Reasoning for Generative Recommendation.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language OneRec-Think : In-Text Reasoning for Generative Recommendation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.185185Z

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Observation a6cbe8d5-ed00-4457-8b81-412a132e39d7 · outbound

This paper cites OneReason Technical Report.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language OneReason Technical Report

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.187488Z

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Observation c810fb17-a28e-40f7-82c7-1c5e159dd967 · outbound

This paper cites and Blei, David M.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language and Blei, David M

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.190450Z

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Observation ef510294-a4ad-425e-821b-cdfcb4a4366f · outbound

This paper cites Rethinking LLM -Based Recommendations: A Personalized Query-Driven Parallel Integration.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language Rethinking LLM -Based Recommendations: A Personalized Query-Driven Parallel Integration

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.192767Z

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Unavailable: canonical work link unavailable.

Observation b721fd25-5ec3-47c4-be3d-66c872a8ffd8 · outbound

This paper cites Language Representations Can be What Recommenders Need: Findings and Potentials.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language Language Representations Can be What Recommenders Need: Findings and Potentials

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.195380Z

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Observation db29bbaf-9aea-4876-b5c6-d2087efade08 · outbound

This paper cites Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language Language Models Don't Always Say What They Think: Unfaithful Explanations in Chain-of-Thought Prompting

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.197771Z

Source-reported events for the cited work

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Observation addc3de6-ea68-4c0e-bd22-65d4128588e1 · outbound

This paper cites OpenOneRec Technical Report.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language OpenOneRec Technical Report

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.200198Z

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Observation b352e016-957e-4624-82ce-d5ce4b7ac380 · outbound

This paper cites Self-Attentive Sequential Recommendation.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language Self-Attentive Sequential Recommendation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.202527Z

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Observation ad50f548-c00c-4892-b917-c1aff751f4bb · outbound

This paper cites BERT4Rec : Sequential Recommendation with Bidirectional Encoder Representations from Transformer.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language BERT4Rec : Sequential Recommendation with Bidirectional Encoder Representations from Transformer

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.204996Z

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Observation ea0d4dce-0075-40ee-99d2-b87f5306766d · outbound

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

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language Session-based Recommendations with Recurrent Neural Networks

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.207351Z

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Observation ef6a04a9-b3b3-4bc3-8b07-7f2698087f72 · outbound

This paper cites BPR : Bayesian Personalized Ranking from Implicit Feedback.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language BPR : Bayesian Personalized Ranking from Implicit Feedback

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.209805Z

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Observation cbf41264-0dc9-4efc-908a-4713415cb1db · outbound

This paper cites and Volinsky, Chris.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language and Volinsky, Chris

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.212177Z

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Observation 6f8e7f92-8bd7-48a3-a62e-9869e9d6fcb2 · outbound

This paper cites Neural Collaborative Filtering.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language Neural Collaborative Filtering

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.214483Z

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Observation 0ed96577-139a-45a5-8c12-77c213c3167c · outbound

This paper cites Recommendation as Language Processing ( RLP ): A Unified Pretrain, Personalized Prompt & Predict Paradigm ( P5 ).

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language Recommendation as Language Processing ( RLP ): A Unified Pretrain, Personalized Prompt & Predict Paradigm ( P5 )

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.217060Z

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Observation 4347948e-4579-4c47-876a-4c882ed6ab93 · outbound

This paper cites TALLRec : An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language TALLRec : An Effective and Efficient Tuning Framework to Align Large Language Model with Recommendation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.219616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b622eb37-d5de-41cf-bc3a-9acc012ad16d · outbound

This paper cites LLaRA : Large Language-Recommendation Assistant.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language LLaRA : Large Language-Recommendation Assistant

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.221967Z

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Observation 481a07a0-fd50-4770-8686-bf0dcc7397df · outbound

This paper cites CoLLM : Integrating Collaborative Embeddings Into Large Language Models for Recommendation.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language CoLLM : Integrating Collaborative Embeddings Into Large Language Models for Recommendation

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.224439Z

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Observation 72ac07a9-9eff-43e2-9b16-11ca3c5780e8 · outbound

This paper cites Text Is All You Need: Learning Language Representations for Sequential Recommendation.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language Text Is All You Need: Learning Language Representations for Sequential Recommendation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.226745Z

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Observation 17a4534d-27aa-4145-b092-3492adefbba9 · outbound

This paper cites A Survey on Large Language Models for Recommendation.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language A Survey on Large Language Models for Recommendation

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.229158Z

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Observation 350d1e64-0e1b-4116-944c-f589c5742420 · outbound

This paper cites Autoregressive Image Generation using Residual Quantization.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language Autoregressive Image Generation using Residual Quantization

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.231596Z

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Observation 0d626ef4-2aff-4fce-b8d5-a41230350a16 · outbound

This paper cites and Sathiamoorthy, Maheswaran and Zheng, Yilin and Hong, Lichan and Heldt, Lukasz and Wei, Li and Tandon, Devansh and Chi, Ed H.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language and Sathiamoorthy, Maheswaran and Zheng, Yilin and Hong, Lichan and Heldt, Lukasz and Wei, Li and Tandon, Devansh and Chi, Ed H

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.233911Z

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Observation 6e5360fe-f952-44c3-b1ff-2e044f410bfa · outbound

This paper cites and Le, Quoc V.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language and Le, Quoc V

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.236232Z

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Observation e9352cee-fb6f-421f-bc8f-e55f16a5c908 · outbound

This paper cites and Chi, Ed H.

Restoring Collaborative Signals in Semantic-ID Generative Recommendation via Personalized Natural Language and Chi, Ed H

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T03:29:25.238486Z

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Pith citing papers

No inbound Pith citation observations are available.