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Paper Citation Record · LEDGER

A LLM-based Controllable, Scalable, Human-Involved User Simulator Framework for Conversational Recommender Systems

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2405.08035.

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

pith.paper-citation-record.v1
2405.08035 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T19:39:03.936360Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T12:09:48.835062Z

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 3c76e7bd-0963-4da8-8539-71fa55834c47 · inbound

A Survey on LLM-powered Agents for Recommender Systems cites this paper.

A Survey on LLM-powered Agents for Recommender Systems A LLM-based Controllable, Scalable, Human-Involved User Simulator Framework for Conversational Recommender Systems

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T19:39:03.936360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T19:39:03.936360Z digest=sha256:3bb3258e832b38f22a003734fa9a92ade37299d265a3d17861647385aede350d

Observation b4cfce8c-e134-4db8-a20d-f0e4aec05ec2 · inbound

RecUserSim: A Realistic and Diverse User Simulator for Evaluating Conversational Recommender Systems cites this paper.

RecUserSim: A Realistic and Diverse User Simulator for Evaluating Conversational Recommender Systems A LLM-based Controllable, Scalable, Human-Involved User Simulator Framework for Conversational Recommender Systems

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T22:57:05.469441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:57:05.469441Z digest=sha256:579c228e140a6dc9404174af4cc9449ab4493e5d448972133b6d3ec8401954e2

Observation e6247af0-36e5-4409-a14d-b6eaffe13a99 · inbound

Towards Fast Domain Adaptation and Fine-Grained User Simulation for Evaluating Conversational Recommender Systems cites this paper.

Towards Fast Domain Adaptation and Fine-Grained User Simulation for Evaluating Conversational Recommender Systems A LLM-based Controllable, Scalable, Human-Involved User Simulator Framework for Conversational Recommender Systems

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-07-04T12:09:48.836572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-26T07:13:21.198407Z digest=sha256:72618500287d1ffd15062437e8e1d71325fe416398feb409a9c76ea15d92a288

Observation f7a37788-e974-4ad6-bed9-2ff4a29118e2 · inbound

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity cites this paper.

Attacking and Defending Multi-Agent Collaborative Filtering Systems Through Connectivity A LLM-based Controllable, Scalable, Human-Involved User Simulator Framework for Conversational Recommender Systems

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-05T22:07:42.426490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T22:07:42.426490Z digest=sha256:a8cde56e8665b43f5f0a071a834a238fd1df421d50eab541691c35e0a70ae680