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Paper Citation Record · LEDGER

Quantized Large Language Models in Biomedical Natural Language Processing: Evaluation and Recommendation

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2509.04534.

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

pith.paper-citation-record.v1
2509.04534 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 2026-08-04T06:34:03.388597+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-10T02:18:26.031812Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T12:15:01.137692Z

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 1e298e3c-df2d-46f7-be02-bcf5bc8033a2 · inbound

The Illusion of Equivalency: Statistical Characterization of Quantization Effects in LLMs cites this paper.

The Illusion of Equivalency: Statistical Characterization of Quantization Effects in LLMs Quantized Large Language Models in Biomedical Natural Language Processing: Evaluation and Recommendation

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-07-10T02:26:43.094363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-07-10T02:18:26.031812Z digest=sha256:f576ceae1a63dfc04271954d01b1886ccef6e6753dc7186532654bd4212a7b68

Observation 79dbcfd6-c356-4054-982d-076620d70e81 · inbound

The Illusion of Equivalency: Statistical Characterization of Quantization Effects in LLMs cites this paper.

The Illusion of Equivalency: Statistical Characterization of Quantization Effects in LLMs Quantized Large Language Models in Biomedical Natural Language Processing: Evaluation and Recommendation

Reference 76

Resolution
verified exact
local_arxiv, observed 2026-07-10T02:26:42.735189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-07-10T02:18:26.031812Z digest=sha256:00eba7089f1f5ed49afa6acd704fcc065bb8101294d9043dd57cd1f7c6742add