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Paper Citation Record · LEDGER

How to Build User Simulators to Train RL-based Dialog Systems

As of 14 July 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:1909.01388.

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

pith.paper-citation-record.v1
1909.01388 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-14T06:31:01.685423+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T15:10:29.983036Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T11:06:01.421166Z

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 31c4d815-bd1f-4ced-bfbf-f16b80319935 · inbound

METRO: Towards Strategy Induction from Expert Dialogue Transcripts for Non-collaborative Dialogues cites this paper.

METRO: Towards Strategy Induction from Expert Dialogue Transcripts for Non-collaborative Dialogues How to Build User Simulators to Train RL-based Dialog Systems

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-11T11:06:01.424107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-14T06:31:01.685423+00:00.

source=arxiv_source observed=2026-05-10T15:10:29.983036Z digest=sha256:7a8ea3e11346bab8b4758dce23d93666d981b7adc9a7f4b691234d1a97e8b375