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Paper Citation Record · LEDGER

Multimodal Classification and Out-of-distribution Detection for Multimodal Intent Understanding

As of 29 July 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2412.12453.

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

pith.paper-citation-record.v1
2412.12453 v2

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 2026-07-28T06:31:03.373048+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-12T04:25:48.563448Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T06:16:28.457707Z

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 01fc5a15-4921-434e-9716-03f373d4ab0c · inbound

Mitigating Multimodal Inconsistency via Cognitive Dual-Pathway Reasoning for Intent Recognition cites this paper.

Mitigating Multimodal Inconsistency via Cognitive Dual-Pathway Reasoning for Intent Recognition Multimodal Classification and Out-of-distribution Detection for Multimodal Intent Understanding

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-12T06:16:28.460549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-28T06:31:03.373048+00:00.

source=pdf_text observed=2026-05-12T04:25:48.563448Z digest=sha256:1f34770d1090947e00472b81d897f852c58d5febbde2f154ac6f92ebab3f9ad8