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Paper Citation Record · LEDGER

A Comparative Study on Language Models for Task-Oriented Dialogue Systems

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2201.08687.

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

pith.paper-citation-record.v1
2201.08687 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 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:59:41.424642Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T21:59:43.010872Z

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 d5264202-208d-40a6-bb57-a8ef836c4a32 · inbound

RepCali: High Efficient Fine-tuning Via Representation Calibration in Latent Space for Pre-trained Language Models cites this paper.

RepCali: High Efficient Fine-tuning Via Representation Calibration in Latent Space for Pre-trained Language Models A Comparative Study on Language Models for Task-Oriented Dialogue Systems

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-08-15T21:59:43.054084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-15T21:59:41.424642Z digest=sha256:66db3271663c48e7b9cec520ce7aa16f9daf75b27124c0473409c456c224c7f0