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Paper Citation Record · LEDGER

Early Exit Is a Natural Capability in Transformer-based Models: An Empirical Study on Early Exit without Joint Optimization

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2412.01455.

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

pith.paper-citation-record.v1
2412.01455 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-13T08:04:15.548790Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-14T20:47:58.196806Z

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 106b758b-f015-4a8d-8086-6816597b897b · inbound

Depth Adaptive Efficient Visual Autoregressive Modeling cites this paper.

Depth Adaptive Efficient Visual Autoregressive Modeling Early Exit Is a Natural Capability in Transformer-based Models: An Empirical Study on Early Exit without Joint Optimization

Reference 49

Resolution
verified exact
arxiv_id, observed 2026-05-10T06:26:27.581644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-10T06:22:55.035749Z digest=sha256:4dbbd00cdd35b08882701f77542ce77e217fc907fe0d032671224d62ee7f8a23

Observation 5789a67f-6cd3-4c15-a7d1-5352c3bfe058 · inbound

N-vium: Mixture-of-Exits Transformer for Accelerated Exact Generation cites this paper.

N-vium: Mixture-of-Exits Transformer for Accelerated Exact Generation Early Exit Is a Natural Capability in Transformer-based Models: An Empirical Study on Early Exit without Joint Optimization

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-14T20:47:58.200654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-14T20:46:16.391521Z digest=sha256:a0fd63a37534ba3e304eb23fd859caa9b6567c6e71e36dffd4483545b8d201b4

Observation 593fe009-ff17-431e-967f-94d4b445790f · inbound

HALO: Hybrid Adaptive Latent Reasoning for Language Models cites this paper.

HALO: Hybrid Adaptive Latent Reasoning for Language Models Early Exit Is a Natural Capability in Transformer-based Models: An Empirical Study on Early Exit without Joint Optimization

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-13T08:04:15.548790Z digest=sha256:d2afb907b1a3a92aecf804eb737606893ab4407ec90bb2f13ac57b60d546e051