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Paper Citation Record · LEDGER

Transformer-based Causal Language Models Perform Clustering

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2402.12151.

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

pith.paper-citation-record.v1
2402.12151 v2

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 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:05:03.195459Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T20:59:36.943302Z

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 e6bff8e5-8ac2-47ed-ac17-06cfee5527ce · inbound

Physics- and geometry-aware spatio-spectral graph neural operator for time-independent and time-dependent PDEs cites this paper.

Physics- and geometry-aware spatio-spectral graph neural operator for time-independent and time-dependent PDEs Transformer-based Causal Language Models Perform Clustering

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-08-05T20:59:36.948538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T20:59:36.917531Z digest=sha256:8dff1899c8f49f0e39d5a1d4d9fe14fe276cbd270c606593dc84dbc56a4e91c4

Observation 17f3ed77-d668-453a-83aa-885d58529a95 · inbound

Attention's forward pass and Frank-Wolfe cites this paper.

Attention's forward pass and Frank-Wolfe Transformer-based Causal Language Models Perform Clustering

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-05T21:05:03.195459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:05:03.195459Z digest=sha256:9a1f6e95a509c065133d808ceede350e58a9d90f0445cb7a013fbd421dc1562b