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Paper Citation Record · LEDGER

Large Language Models as User-Agents for Evaluating Task-Oriented-Dialogue Systems

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2411.09972.

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

pith.paper-citation-record.v1
2411.09972 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:59:44.585345Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T07:52:17.349557Z

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 e3795030-cff8-4db9-a0e5-edb639843ce3 · inbound

$\tau^2$-Bench: Evaluating Conversational Agents in a Dual-Control Environment cites this paper.

$\tau^2$-Bench: Evaluating Conversational Agents in a Dual-Control Environment Large Language Models as User-Agents for Evaluating Task-Oriented-Dialogue Systems

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:52:17.353308Z

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=2026-05-12T07:52:17.174347Z digest=sha256:f8405d0cfbc2da7ed301bedf1cf0ac26b3f2b066eebd0caefb84e3c347a94c24

Observation a5ae66d9-fb5f-40a2-b542-56fa851cfc6b · inbound

MATRIX: Multi-Agent simulaTion fRamework for safe Interactions and conteXtual clinical conversational evaluation cites this paper.

MATRIX: Multi-Agent simulaTion fRamework for safe Interactions and conteXtual clinical conversational evaluation Large Language Models as User-Agents for Evaluating Task-Oriented-Dialogue Systems

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-05T15:59:44.585345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T15:59:44.585345Z digest=sha256:a734abcf91d67dccb156d1ea114fb89309888d94b464c20b5ea8107534e86ca0