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Paper Citation Record · LEDGER

Few-shot Natural Language Generation for Task-Oriented Dialog

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2002.12328.

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

pith.paper-citation-record.v1
2002.12328 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:21:22.259435Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T10:33:12.930914Z

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 e576ddf2-50af-4364-ac8a-b7622f3a0766 · inbound

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges cites this paper.

Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges Few-shot Natural Language Generation for Task-Oriented Dialog

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T20:21:22.259435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:21:22.259435Z digest=sha256:faa0ce57166271dbc3d91b06b1ca004c3bea7a0300428969b3dca1d9663598e1

Observation d9ac5a10-54e1-4ad4-b0bf-2cb8cdef1a84 · inbound

Intent2QoS: Language Model-Driven Automation of Traffic Shaping Configurations cites this paper.

Intent2QoS: Language Model-Driven Automation of Traffic Shaping Configurations Few-shot Natural Language Generation for Task-Oriented Dialog

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-03T07:51:34.216227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T07:51:34.216227Z digest=sha256:f5a75f1afaefa6d2d98e060c4656cbaa248a62be33053fcf6a08d7da1cd80fd1

Observation 485c9acf-520d-49ed-a6d9-52fa889f7085 · inbound

DuIVRS-2: An LLM-based Interactive Voice Response System for Large-scale POI Attribute Acquisition cites this paper.

DuIVRS-2: An LLM-based Interactive Voice Response System for Large-scale POI Attribute Acquisition Few-shot Natural Language Generation for Task-Oriented Dialog

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-20T10:33:12.932292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-05-20T10:30:48.957568Z digest=sha256:c8958f9e82a215481d6eec5bfa6d5ce3395543c4092aa36d3094cc0074acdbf3