Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
A Large Language Model Enhanced Conversational Recommender System
As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2308.06212.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T21:20:04.696829Z
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 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 2026-08-06T06:34:29.942622+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 2026-08-06T06:34:29.942622+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 2026-08-06T06:34:29.942622+00:00.