Paper Citation Record · LEDGER

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation

As of 4 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 5 inbound Pith citation observations for arXiv:2602.16587.

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

pith.paper-citation-record.v1
2602.16587 v2

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T22:31:38.874044Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T20:27:57.596682Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T12:18:16.786821Z

Reference resolution

59 of 59 outbound references displayed

verified exact0
verified fuzzy0
unresolved58
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 66680572-1c36-48db-9bb3-f87b7bf45777 · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:32.453261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54bd14a3-5e81-486b-a1c7-c7ea238ca27a · outbound

This paper cites GPT-4 Technical Report.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation GPT-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:32.568872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7535a4d1-3c5c-42f5-be45-7eefb9b2c724 · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:32.674893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd2da2b1-af0c-4ffd-ab37-d961d74a3273 · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:32.792824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c64f62b-045c-4aab-a437-2a6c35f83065 · outbound

This paper cites 1999.Elements of information theory.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation 1999.Elements of information theory

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:32.900768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c719357a-c4e6-440f-8717-b7e871ec41f6 · outbound

This paper cites Reason4Rec: Deliberative User Preference Alignment of Large Language Models for Recommendation.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Reason4Rec: Deliberative User Preference Alignment of Large Language Models for Recommendation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:33.060555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9e032f0-29c7-4efb-8bfc-d1d7d475026a · outbound

This paper cites Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:33.169311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 946d9f4d-41ba-4457-a2da-0253d84c2859 · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:33.282522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64699409-d1aa-4f29-9fda-1e699931b9c8 · outbound

This paper cites Scaling New Frontiers: Insights into Large Recommendation Models.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Scaling New Frontiers: Insights into Large Recommendation Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:33.393370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f85c9099-57d3-40ee-aa47-e1976019adf3 · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:33.507222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac7ab25e-4a94-4ab5-a6a2-4ef492a84b15 · outbound

This paper cites Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:33.656518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66e59032-6178-4e40-922d-3dbf940b5052 · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:33.773819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8c9ef2d-9baa-482b-b84e-116e0807b3be · outbound

This paper cites Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Review-driven Personalized Preference Reasoning with Large Language Models for Recommendation

Reference 13

Resolution: malformed identifier; no resolver link, observed 2026-08-02T22:31:33.889833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b29d337-bac4-4fde-a4cf-97889be31a4e · outbound

This paper cites Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:33.962084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d72cb23-84eb-4087-bcfd-e7f495f8bb05 · outbound

This paper cites Large Language Models are Zero-Shot Reasoners.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Large Language Models are Zero-Shot Reasoners

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:34.102056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17ab4e48-cea2-4797-889a-cbd82b83822f · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:34.216976Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3837c1f6-4ec7-45d0-8f07-ef7be8181107 · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:34.366725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a929b9f-2701-4046-b5be-ea637efc1771 · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:34.618694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8725c5a5-0078-47be-a15c-61a641397f30 · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:34.849121Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd8bc968-4635-4d66-98c8-6b2867c5919a · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:34.987774Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d6acc2c-63b1-4eca-83ed-c6bfc7203cdc · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:35.265733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b5bf3eb-db87-4362-b2e4-f18803dda70d · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:35.497680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b95a82d-6208-4407-ad42-836b62b14041 · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:35.769744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6899677d-e3f7-4f57-8ac3-ae3789eb4e5b · outbound

This paper cites InProceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, Houda Bouamor, Juan Pino, and Kalika Bali (Eds.).

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation InProceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, Houda Bouamor, Juan Pino, and Kalika Bali (Eds.)

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:35.125320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37b4cb3c-62dc-437d-b5e7-02dc31f31ef3 · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:35.990281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6b88eac-9f71-4193-8de6-d36d98a18657 · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:35.400278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3017d211-6011-422a-afdd-a0b18ee95371 · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:36.261393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a88c3d64-66b5-42ff-bb23-ec68b74a153e · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:35.679463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02efe9bb-598e-45bf-bede-cf78b73d9106 · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:36.456528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff86e9b2-3c6c-4891-a624-27b39d7d61d1 · outbound

This paper cites Better Generalization with Semantic IDs: A Case Study in Ranking for Recommendations.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Better Generalization with Semantic IDs: A Case Study in Ranking for Recommendations

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:35.866278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1004f38d-8f88-483e-8b17-6aadfc25c911 · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:36.678997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de6e8371-0b6b-4985-a8c3-22ecd04bb8a2 · outbound

This paper cites Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:36.086765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0077c39b-605a-4f08-a3f7-66ca9d0c2acc · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:36.864327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bd5d450-388d-4191-8440-712c70923b9f · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:36.367116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d9a8a61-dac0-4572-b942-bcc162038d2f · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:37.070860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d631a9cb-7b13-4533-bf54-024425b3139e · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:36.534502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 457e6c7c-8d97-4f96-ab05-560c5043d820 · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:37.399563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 549dfb9a-c59f-4068-ae98-c1c1d184eb03 · outbound

This paper cites Towards Next-Generation LLM-based Recommender Systems: A Survey and Beyond.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Towards Next-Generation LLM-based Recommender Systems: A Survey and Beyond

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:36.747393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70c22a62-140c-47b7-b345-22cc71515e0e · outbound

This paper cites FuXi-\beta: Towards a Lightweight and Fast Large-Scale Generative Recommendation Model.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation FuXi-\beta: Towards a Lightweight and Fast Large-Scale Generative Recommendation Model

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:37.607126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8607b115-2736-4e66-bdfd-724b43f6d741 · outbound

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

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation A Survey on Large Language Models for Recommendation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:36.948727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee1aaf7b-220c-4e50-bfe4-ebf8596b9014 · outbound

This paper cites Thought-Augmented Planning for LLM-Powered Interactive Recommender Agent.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Thought-Augmented Planning for LLM-Powered Interactive Recommender Agent

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:37.834951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eda8290-326b-411f-83ee-1455a3afb3a2 · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:37.189807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e3e8a16-6c27-4810-862d-5debb9b15d3f · outbound

This paper cites Slow Thinking for Sequential Recommendation.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Slow Thinking for Sequential Recommendation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:38.000954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49918760-6e9f-46fc-8e54-c6f48f36e47b · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:38.105177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51695c8c-ec27-4e7f-947e-bea4e1b11d2d · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:37.481744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e599fee-de9b-459b-a36d-c217ddf39dde · outbound

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Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Can Recommender Systems Teach Themselves? A Recursive Self-Improving Framework with Fidelity Control

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:38.330653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0be7ecde-d472-4985-a907-20d86411f0ea · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:37.732274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa673fdf-bc14-458c-8541-9195b886b0bc · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

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Source-reported events for the cited work

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Observation c7968d83-fb82-4a9c-bd6d-5e233f238d35 · outbound

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

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:37.923194Z

Source-reported events for the cited work

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Observation 7256cbf3-f787-4450-bdfd-eaee8615b370 · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:38.722921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bf1c130-5593-4b74-afc3-8ab4f0859aaf · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:38.773116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30ec7fb4-4f16-4393-bc46-a3b1507c46a9 · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:38.234024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bc4ef3e-1b35-47d7-9341-1adde0ab539e · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:38.450203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b44618f4-809a-4b36-bc2d-ba511e15bba4 · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:38.649661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05d4b10a-0743-46f1-a3a5-d73adeadb9f0 · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:38.874044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e19a1b26-4195-4174-b684-076a0df8a94d · outbound

This paper cites Surface Form Competition: Why the Highest Probability Answer Isn't Always Right.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Surface Form Competition: Why the Highest Probability Answer Isn't Always Right

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:33.590492Z

Source-reported events for the cited work

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Observation aa49bb8a-7cd3-4334-8a02-d78318cccc2a · outbound

This paper cites Is ChatGPT a Good Recommender? A Preliminary Study.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Is ChatGPT a Good Recommender? A Preliminary Study

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:34.497231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 403b7881-7de5-4ce6-b3ad-15783efa77ae · outbound

This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-02T22:31:37.282335Z

Source-reported events for the cited work

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This paper cites an unresolved cited work.

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation Unresolved cited work

Reference 2025

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Pith citing papers

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IE as Cache: Information Extraction Enhanced Agentic Reasoning cites this paper.

IE as Cache: Information Extraction Enhanced Agentic Reasoning Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-06-02T03:04:04.970521Z

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Observation d8faa96f-86a7-4ce1-bce9-fca8001a9d97 · inbound

Rethinking the Necessity of Adaptive Retrieval-Augmented Generation through the Lens of Adaptive Listwise Ranking cites this paper.

Rethinking the Necessity of Adaptive Retrieval-Augmented Generation through the Lens of Adaptive Listwise Ranking Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation

Reference 53

Resolution: verified exact; arxiv_id, observed 2026-06-02T03:04:04.970521Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation cbb1758d-dba3-4302-8dbd-5095aaf03d59 · inbound

SAPO: Step-Aligned Policy Optimization for Reasoning-Based Generative Recommendation cites this paper.

SAPO: Step-Aligned Policy Optimization for Reasoning-Based Generative Recommendation Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-06-02T03:04:04.970521Z

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Observation 38375b80-b937-4336-9f80-2f4ec9c88842 · inbound

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 Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-01T20:27:57.596682Z

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Observation e79bf47c-fadf-4cbf-ae3f-aef40ef2f9e9 · inbound

WhisperRec: Latent Reasoning for Efficient Foundation Recommendation Models cites this paper.

WhisperRec: Latent Reasoning for Efficient Foundation Recommendation Models Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T12:13:39.203880Z

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