Paper Citation Record · LEDGER

A Large Language Model Enhanced Conversational Recommender System

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2308.06212.

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

pith.paper-citation-record.v1
2308.06212 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:16:37.571391Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T18:40:02.805451Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 4c489818-78ef-473b-8859-d718454e93e5 · inbound

Proactive Guidance of Multi-Turn Conversation in Industrial Search cites this paper.

Proactive Guidance of Multi-Turn Conversation in Industrial Search A Large Language Model Enhanced Conversational Recommender System

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:35:15.582851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55b17e5e-5e95-44c1-911f-66b40b12337e · inbound

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

Thought-Augmented Planning for LLM-Powered Interactive Recommender Agent A Large Language Model Enhanced Conversational Recommender System

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T21:45:02.773862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da776c11-2415-4ba7-a589-963a244664f7 · inbound

On Mitigating Data Sparsity in Conversational Recommender Systems cites this paper.

On Mitigating Data Sparsity in Conversational Recommender Systems A Large Language Model Enhanced Conversational Recommender System

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T21:20:04.696829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 475dc4ea-44d9-4b01-976f-7575988d574a · 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 A Large Language Model Enhanced Conversational Recommender System

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T21:17:33.671702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d0f4e85-29de-4acd-9b8f-ecd2bd066a54 · inbound

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models cites this paper.

LLM4MEA: Data-free Model Extraction Attacks on Sequential Recommenders via Large Language Models A Large Language Model Enhanced Conversational Recommender System

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T15:03:57.157495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 557a50f2-552c-40b0-ac8c-a214438ad7b3 · inbound

A Scenario-Oriented Survey of Federated Recommender Systems: Techniques, Challenges, and Future Directions cites this paper.

A Scenario-Oriented Survey of Federated Recommender Systems: Techniques, Challenges, and Future Directions A Large Language Model Enhanced Conversational Recommender System

Reference 174

Resolution: unresolved; no resolver link, observed 2026-08-05T15:41:01.002799Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f75f6782-9424-4776-893b-acce283ea1e1 · inbound

Modeling shopper interest broadness with entropy-driven dialogue policy in the context of arbitrarily large product catalogs cites this paper.

Modeling shopper interest broadness with entropy-driven dialogue policy in the context of arbitrarily large product catalogs A Large Language Model Enhanced Conversational Recommender System

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T00:04:04.592098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ac57307-587e-419d-90cb-1269e521c064 · inbound

CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback cites this paper.

CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback A Large Language Model Enhanced Conversational Recommender System

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T19:17:02.138970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20c8bdf1-b875-4843-baa2-8a5f7af51eb4 · inbound

Retrieval Augmented Conversational Recommendation with Reinforcement Learning cites this paper.

Retrieval Augmented Conversational Recommendation with Reinforcement Learning A Large Language Model Enhanced Conversational Recommender System

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-10T21:55:51.138085Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ea73f13b-5809-4896-b039-c703e7163ec5 · inbound

ReRec: Reasoning-Augmented LLM-based Recommendation Assistant via Reinforcement Fine-tuning cites this paper.

ReRec: Reasoning-Augmented LLM-based Recommendation Assistant via Reinforcement Fine-tuning A Large Language Model Enhanced Conversational Recommender System

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:41:38.052975Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e1df143b-2f5b-4cce-8a30-eb54d1c77598 · inbound

Dialogue to Discovery: Attribute-Aware Preference Elicitation for Conversational Product Search Assistants cites this paper.

Dialogue to Discovery: Attribute-Aware Preference Elicitation for Conversational Product Search Assistants A Large Language Model Enhanced Conversational Recommender System

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T18:40:02.807629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8c108cea-5306-4c38-999f-042ba032fb7c · inbound

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation cites this paper.

Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation A Large Language Model Enhanced Conversational Recommender System

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T04:16:37.571391Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.