Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems
As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:1805.06966.
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 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-14T05:23:45.665587Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T00:43:08.656847Z
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 794e60b6-f672-4a88-b149-5f522752d23b · inbound
How to Build User Simulators to Train RL-based Dialog Systems cites this paper.
How to Build User Simulators to Train RL-based Dialog Systems Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T05:23:45.665587Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55be7344-65e9-466b-a782-a9139d670165 · inbound
MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models? cites this paper.
MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models? Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems
Reference 2010
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T00:43:08.701502Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.