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Paper Citation Record · LEDGER

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

As of 16 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 2026-08-16T06:30:59.297886+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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-11T05:38:21.759890Z digest=sha256:46ee6b7b2ededa56be9e836ff4c9ef7ffd1faa796796491f46880fb7da270ee8

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=sha256:0ec9aeeee9fc6100db25e76f31f649d6ed1aad4aef2069ea161f0c22428d8f8b