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Paper Citation Record · LEDGER

SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2209.05040.

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

pith.paper-citation-record.v1
2209.05040 v5

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 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T17:58:58.353336Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T18:03:48.018397Z

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 1c4938bd-33d4-4c84-b43c-3b4285c9b41d · inbound

Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions cites this paper.

Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-24T10:24:19.883061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-24T10:24:05.541518Z digest=sha256:aa2edd4e3573836db6ead04cf8b3697f26dbe7ece4c0917361452c1454601ad3

Observation 10077c86-1609-40ea-bf08-406aebb71df7 · inbound

Bounded-Compute Multimodal Regression for Product-Rating Prediction cites this paper.

Bounded-Compute Multimodal Regression for Product-Rating Prediction SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning

Reference 10

Resolution
verified exact
arxiv_id, observed 2026-06-29T18:03:48.020088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-29T17:58:58.353336Z digest=sha256:92d9b911d7c18fc3a9e8416616bce5de8a318aababa91226897c5f3794e8234b