Paper Citation Record · LEDGER

Is ChatGPT a Good Recommender? A Preliminary Study

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 33 inbound Pith citation observations for arXiv:2304.10149.

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

pith.paper-citation-record.v1
2304.10149 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 33 of 33 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T10:09:47.458844Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

46
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation aaa33a85-6364-4a45-8eaf-f214d20580f7 · inbound

Large Language Model as Universal Retriever in Industrial-Scale Recommender System cites this paper.

Large Language Model as Universal Retriever in Industrial-Scale Recommender System Is ChatGPT a Good Recommender? A Preliminary Study

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-09T10:09:47.458844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1305e7d4-9b0e-490c-9bdb-45aeec81b266 · inbound

Unleashing the Power of Large Language Model for Denoising Recommendation cites this paper.

Unleashing the Power of Large Language Model for Denoising Recommendation Is ChatGPT a Good Recommender? A Preliminary Study

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-07T22:50:53.679928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eeb6216c-0ca0-4ae2-8ece-2e6e7b8244f0 · inbound

LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach cites this paper.

LLMs as Better Recommenders with Natural Language Collaborative Signals: A Self-Assessing Retrieval Approach Is ChatGPT a Good Recommender? A Preliminary Study

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:18:34.559678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0524fbd-45fb-4184-a830-90ae51529a44 · inbound

GORACS: Group-level Optimal Transport-guided Coreset Selection for LLM-based Recommender Systems cites this paper.

GORACS: Group-level Optimal Transport-guided Coreset Selection for LLM-based Recommender Systems Is ChatGPT a Good Recommender? A Preliminary Study

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:21.808427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26880dc3-c75d-4732-8ad2-50bb49ade11a · inbound

Rethinking Group Recommender Systems in the Era of Generative AI: From One-Shot Recommendations to Agentic Group Decision Support cites this paper.

Rethinking Group Recommender Systems in the Era of Generative AI: From One-Shot Recommendations to Agentic Group Decision Support Is ChatGPT a Good Recommender? A Preliminary Study

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T21:17:36.671577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a3eae84-0260-4fd0-821a-3623203ddb66 · inbound

User Behavior Prediction as a Generic, Robust, Scalable, and Low-Cost Evaluation Strategy for Estimating Generalization in LLMs cites this paper.

User Behavior Prediction as a Generic, Robust, Scalable, and Low-Cost Evaluation Strategy for Estimating Generalization in LLMs Is ChatGPT a Good Recommender? A Preliminary Study

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T21:43:37.525608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b75e176-16c6-4713-96f2-cb2e78c38d94 · inbound

A Language-Driven Framework for Improving Personalized Recommendations: Merging LLMs with Traditional Algorithms cites this paper.

A Language-Driven Framework for Improving Personalized Recommendations: Merging LLMs with Traditional Algorithms Is ChatGPT a Good Recommender? A Preliminary Study

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T18:52:26.268131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d170c00e-3f01-4f52-98b8-5c37d13cfa0e · inbound

Revisiting Prompt Engineering: A Comprehensive Evaluation for LLM-based Personalized Recommendation cites this paper.

Revisiting Prompt Engineering: A Comprehensive Evaluation for LLM-based Personalized Recommendation Is ChatGPT a Good Recommender? A Preliminary Study

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T16:27:23.130275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de2a72cc-9234-4be7-ba24-c909b4471bb1 · inbound

R4ec: A Reasoning, Reflection, and Refinement Framework for Recommendation Systems cites this paper.

R4ec: A Reasoning, Reflection, and Refinement Framework for Recommendation Systems Is ChatGPT a Good Recommender? A Preliminary Study

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T14:58:25.828042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ec769d3-2f37-4784-9d1b-95cd37e44f14 · inbound

Membership Inference Attacks on In-Context Examples in LLM-based Recommender Systems cites this paper.

Membership Inference Attacks on In-Context Examples in LLM-based Recommender Systems Is ChatGPT a Good Recommender? A Preliminary Study

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T16:24:53.125792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbf23625-45c0-4cb0-92fd-fcb3537c053c · inbound

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs cites this paper.

Learning to Shop Like Humans: A Review-driven Retrieval-Augmented Recommendation Framework with LLMs Is ChatGPT a Good Recommender? A Preliminary Study

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-05T13:27:24.249315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7253d440-d97d-40c9-842b-71d1202e88bc · inbound

RecBase: Generative Foundation Model Pretraining for Zero-Shot Recommendation cites this paper.

RecBase: Generative Foundation Model Pretraining for Zero-Shot Recommendation Is ChatGPT a Good Recommender? A Preliminary Study

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T11:13:40.611702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cae23e5d-39f7-4bf3-b410-9d88d2e6ef37 · inbound

Personas within Parameters: Fine-Tuning Small Language Models with Low-Rank Adapters to Mimic User Behaviors cites this paper.

Personas within Parameters: Fine-Tuning Small Language Models with Low-Rank Adapters to Mimic User Behaviors Is ChatGPT a Good Recommender? A Preliminary Study

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T19:08:29.542691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b963e86a-d83b-416b-971f-62abaaac880f · inbound

T-POP: Test-Time Personalization with Online Preference Feedback cites this paper.

T-POP: Test-Time Personalization with Online Preference Feedback Is ChatGPT a Good Recommender? A Preliminary Study

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T13:52:11.874345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 779202f1-21f3-4780-8de8-f744704354aa · inbound

A Survey on Generative Recommendation: Data, Model, and Tasks cites this paper.

A Survey on Generative Recommendation: Data, Model, and Tasks Is ChatGPT a Good Recommender? A Preliminary Study

Reference 103

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T03:50:52.026186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6c9657d6-1535-463c-8128-78560011de7e · inbound

BEAR: Towards Beam-Search-Aware Optimization for Recommendation with Large Language Models cites this paper.

BEAR: Towards Beam-Search-Aware Optimization for Recommendation with Large Language Models Is ChatGPT a Good Recommender? A Preliminary Study

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:27:41.277247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 06e98ff6-9a45-4476-acab-f7da6e033607 · inbound

BEAR: Towards Beam-Search-Aware Optimization for Recommendation with Large Language Models cites this paper.

BEAR: Towards Beam-Search-Aware Optimization for Recommendation with Large Language Models Is ChatGPT a Good Recommender? A Preliminary Study

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T06:28:26.451861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation cites this paper.

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 4873efeb-5c1b-444a-b4ff-67b4527270bd · inbound

TSUBASA: Improving Long-Horizon Personalization via Evolving Memory and Self-Learning with Context Distillation cites this paper.

TSUBASA: Improving Long-Horizon Personalization via Evolving Memory and Self-Learning with Context Distillation Is ChatGPT a Good Recommender? A Preliminary Study

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-10T16:50:36.409936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f19626e0-9ffc-4e49-ae5b-43606b5e436d · inbound

SRBench: A Comprehensive Benchmark for Sequential Recommendation with Large Language Models cites this paper.

SRBench: A Comprehensive Benchmark for Sequential Recommendation with Large Language Models Is ChatGPT a Good Recommender? A Preliminary Study

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T09:20:47.700918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 04163a97-54e6-415f-b288-f4a95b02ca04 · inbound

EvoRAG: Making Knowledge Graph-based RAG Automatically Evolve through Feedback-driven Backpropagation cites this paper.

EvoRAG: Making Knowledge Graph-based RAG Automatically Evolve through Feedback-driven Backpropagation Is ChatGPT a Good Recommender? A Preliminary Study

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-10T08:02:25.205498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c8d4ff5a-950a-466b-a6ed-5a02f33984a0 · inbound

Objective Shaping with Hard Negatives: Windowed Partial AUC Optimization for RL-based LLM Recommenders cites this paper.

Objective Shaping with Hard Negatives: Windowed Partial AUC Optimization for RL-based LLM Recommenders Is ChatGPT a Good Recommender? A Preliminary Study

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:06:13.500120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ff16b4a4-74b9-4644-9ad2-2ebc3ca8066f · inbound

One Pass, Any Order: Position-Invariant Listwise Reranking for LLM-Based Recommendation cites this paper.

One Pass, Any Order: Position-Invariant Listwise Reranking for LLM-Based Recommendation Is ChatGPT a Good Recommender? A Preliminary Study

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:11:27.195004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 84912fd8-4aa7-4094-969e-224e8bf38d80 · inbound

LERA: LLM-Enhanced RAG for Ad Auction in Generative Chatbots cites this paper.

LERA: LLM-Enhanced RAG for Ad Auction in Generative Chatbots Is ChatGPT a Good Recommender? A Preliminary Study

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-19T22:02:48.908418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9d91baf0-8fd1-4a20-97c3-9274cf73805e · inbound

LWGR: Lagrangian-Constrained Personalized World Knowledge for Generative Recommendation cites this paper.

LWGR: Lagrangian-Constrained Personalized World Knowledge for Generative Recommendation Is ChatGPT a Good Recommender? A Preliminary Study

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-21T01:33:56.581992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b8b3321f-1501-4c2c-9dc7-be4b7397c3c8 · inbound

A Reproducibility Analysis of PO4ISR: Diagnosing and Mitigating Semantic Drift in LLM-Based Session Recommendation cites this paper.

A Reproducibility Analysis of PO4ISR: Diagnosing and Mitigating Semantic Drift in LLM-Based Session Recommendation Is ChatGPT a Good Recommender? A Preliminary Study

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-21T00:49:19.522634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ed309903-15fd-401c-b7b7-03346fa26ad5 · inbound

Diagnosing and Mitigating Retrieval Bottlenecks in LLM-Based Cold-Start Recommendation cites this paper.

Diagnosing and Mitigating Retrieval Bottlenecks in LLM-Based Cold-Start Recommendation Is ChatGPT a Good Recommender? A Preliminary Study

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-06-30T17:04:57.888681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3257c725-caf4-42ff-afd4-2b3c5b584689 · inbound

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale cites this paper.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Is ChatGPT a Good Recommender? A Preliminary Study

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-13T02:17:16.415801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 268a1619-3b40-4a2e-81c6-8171cbd9ff47 · inbound

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale cites this paper.

From Raw IDs to Semantic Planning: How Recommender Systems Utilize Information at Scale Is ChatGPT a Good Recommender? A Preliminary Study

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-02T07:33:43.129906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 061013a7-2049-4672-a1fa-88070eb8f811 · inbound

RouteRec: Strict Evaluation of Recommender-Agent Selection and Aggregation cites this paper.

RouteRec: Strict Evaluation of Recommender-Agent Selection and Aggregation Is ChatGPT a Good Recommender? A Preliminary Study

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-14T14:41:04.979785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ddf1be3-8c5e-4025-b307-9b0ca5328132 · inbound

GrocLM: Grocery Category Recommendation in E-Commerce with Large Language Models cites this paper.

GrocLM: Grocery Category Recommendation in E-Commerce with Large Language Models Is ChatGPT a Good Recommender? A Preliminary Study

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-02T12:15:44.864401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d7e58c3-02a8-4bb9-8cae-316cf8804a07 · inbound

TRWH: A Text-Driven Random Walk Heterogeneous GNN for Semantic-Aware Sparse Recommendation cites this paper.

TRWH: A Text-Driven Random Walk Heterogeneous GNN for Semantic-Aware Sparse Recommendation Is ChatGPT a Good Recommender? A Preliminary Study

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T02:23:45.974038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec7645c0-7bf7-40bd-ba03-60ccbf146834 · inbound

GARDRec: Decision-Level Graph Grounding for Large Language Model Recommendation cites this paper.

GARDRec: Decision-Level Graph Grounding for Large Language Model Recommendation Is ChatGPT a Good Recommender? A Preliminary Study

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:46.006133Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.