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Paper Citation Record · LEDGER

CLLMFS: A Contrastive Learning enhanced Large Language Model Framework for Few-Shot Named Entity Recognition

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2408.12834.

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

pith.paper-citation-record.v1
2408.12834 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 2026-08-22T06:32:14.747728+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:53:51.542104Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-09T12:24:20.096789Z

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 102bc87c-f5eb-4ee6-adf8-b8c1cd999fa0 · inbound

Mitigating Out-of-Entity Errors in Named Entity Recognition: A Sentence-Level Strategy cites this paper.

Mitigating Out-of-Entity Errors in Named Entity Recognition: A Sentence-Level Strategy CLLMFS: A Contrastive Learning enhanced Large Language Model Framework for Few-Shot Named Entity Recognition

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-11T17:53:51.542104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T17:53:51.542104Z digest=sha256:6d04bf728dc2d6182e836845e8206bbb7d8c9847794467f74328d1056aa20ac0

Observation ccff4a22-90b9-474d-ad78-3223b268dea5 · inbound

FewTopNER: Integrating Few-Shot Learning with Topic Modeling and Named Entity Recognition in a Multilingual Framework cites this paper.

FewTopNER: Integrating Few-Shot Learning with Topic Modeling and Named Entity Recognition in a Multilingual Framework CLLMFS: A Contrastive Learning enhanced Large Language Model Framework for Few-Shot Named Entity Recognition

Reference 63

Resolution
verified exact
local_arxiv, observed 2026-08-09T12:24:20.104263Z

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=pdf_text observed=2026-08-09T12:24:20.056048Z digest=sha256:aa6b0e50d8f9d027d3ed7e081a5cbbd0509ea329757f9856f03ad84395382c4e