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Paper Citation Record · LEDGER

Piccolo2: General Text Embedding with Multi-task Hybrid Loss Training

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2405.06932.

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

pith.paper-citation-record.v1
2405.06932 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 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:35:26.913944Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T14:11:10.049216Z

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 59831827-e4c3-4963-80fb-fac5d475dbdd · inbound

GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss Training cites this paper.

GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss Training Piccolo2: General Text Embedding with Multi-task Hybrid Loss Training

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T12:35:26.913944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:35:26.913944Z digest=sha256:4d1ea8c877ead3840bed477a9f6b3a3db812349f30622905d4dae2404f5f9d25

Observation 2b99477a-74ae-4035-a32f-987f9ea849a9 · inbound

QZhou-Embedding Technical Report cites this paper.

QZhou-Embedding Technical Report Piccolo2: General Text Embedding with Multi-task Hybrid Loss Training

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-08-05T14:11:10.053158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-05T14:11:09.084905Z digest=sha256:fc5dd031d75d464669cb797d6a3a281d3bc85d6789d549a47e33d86461ea152d