Pith. sign in

Paper Citation Record · LEDGER

Exploring Transformers in Natural Language Generation: GPT, BERT, and XLNet

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2102.08036.

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

pith.paper-citation-record.v1
2102.08036 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 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:30:53.658598Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T21:30:20.560224Z

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 c50a5bcb-daed-412e-9ba6-05c7dc4fdd3f · inbound

Hybrid SLC-MLC RRAM Mixed-Signal Processing-in-Memory Architecture for Transformer Acceleration via Gradient Redistribution cites this paper.

Hybrid SLC-MLC RRAM Mixed-Signal Processing-in-Memory Architecture for Transformer Acceleration via Gradient Redistribution Exploring Transformers in Natural Language Generation: GPT, BERT, and XLNet

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-07T15:30:53.658598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:30:53.658598Z digest=sha256:7dccfcc0e3661d11c2012a9e0c47040117d926b2d2f0c56692285655088954f9

Observation bb77660a-9e2a-4114-a8e9-f7218f2d0f08 · inbound

DARTH-PUM: A Hybrid Processing-Using-Memory Architecture cites this paper.

DARTH-PUM: A Hybrid Processing-Using-Memory Architecture Exploring Transformers in Natural Language Generation: GPT, BERT, and XLNet

Reference 140

Resolution
verified exact
arxiv_id, observed 2026-05-15T21:30:20.563502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-15T21:24:12.915412Z digest=sha256:2e235a085cdd55d078c7f4b004eb7d140b75bb5b391a6498845c496835582ba3