Pith. sign in

Paper Citation Record · LEDGER

Improving and Simplifying Pattern Exploiting Training

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2103.11955.

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

pith.paper-citation-record.v1
2103.11955 v3

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 2026-05-18T01:57:29.380571Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T01:57:29.462363Z

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 b440f7fa-d86a-497c-90b7-078746bf0c51 · inbound

Cross-Task Generalization via Natural Language Crowdsourcing Instructions cites this paper.

Cross-Task Generalization via Natural Language Crowdsourcing Instructions Improving and Simplifying Pattern Exploiting Training

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-18T01:57:29.465443Z

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=arxiv_source observed=2026-05-18T01:57:29.380571Z digest=sha256:4008c61b4f7694cdd41532fe353da7b01249d6eb65c9a160e6b6363a721a1bf4

Observation 4a246b00-2271-4407-98bf-b7f1cc5bfd97 · inbound

Atlas: Few-shot Learning with Retrieval Augmented Language Models cites this paper.

Atlas: Few-shot Learning with Retrieval Augmented Language Models Improving and Simplifying Pattern Exploiting Training

Reference 250

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T13:48:43.489643Z

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=arxiv_source observed=2026-05-16T13:48:43.024120Z digest=sha256:fe587513f139601eab233590aa50df8c7bd1feaca5b57631d300f63a0b0d4b39