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Paper Citation Record · LEDGER

Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2211.12878.

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

pith.paper-citation-record.v1
2211.12878 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 2026-08-18T06:34:40.430872+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:18:20.445695Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-11T05:38:21.968534Z

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 dd1acca9-ffba-481f-9baf-00c81507c9d3 · inbound

Enhancing Topic Interpretability for Neural Topic Modeling through Topic-wise Contrastive Learning cites this paper.

Enhancing Topic Interpretability for Neural Topic Modeling through Topic-wise Contrastive Learning Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-08-11T05:38:21.973371Z

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=pdf_text observed=2026-08-11T05:38:21.759890Z digest=sha256:3aa198b87c488f6fbe9b9f385dea04a35d94a751fa3ca2a62d9c32d07d85ecf0

Observation 2c0d03cd-4c11-4167-a622-d4f73df96518 · inbound

Aspect-Based Summarization with Self-Aspect Retrieval Enhanced Generation cites this paper.

Aspect-Based Summarization with Self-Aspect Retrieval Enhanced Generation Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-16T12:18:20.445695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T12:18:20.445695Z digest=sha256:2c9e03923146d523a0f022a2882db248e348ebd69d4939b6f080ff5b91399948