Paper Citation Record · LEDGER

Benchmarking large language models for biomedical natural language processing applications and recommendations

As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2305.16326.

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

pith.paper-citation-record.v1
2305.16326 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:23:18.906510Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T00:40:24.752962Z

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 35c9c40a-ee7d-4746-b6e7-a66fbf3380bc · inbound

Extracting Information in a Low-resource Setting: Case Study on Bioinformatics Workflows cites this paper.

Extracting Information in a Low-resource Setting: Case Study on Bioinformatics Workflows Benchmarking large language models for biomedical natural language processing applications and recommendations

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T10:23:18.906510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f788f32a-7f42-4862-ac0a-df7fdcdeaf42 · inbound

Diversity Over Quantity: A Lesson From Few Shot Relation Classification cites this paper.

Diversity Over Quantity: A Lesson From Few Shot Relation Classification Benchmarking large language models for biomedical natural language processing applications and recommendations

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T20:48:07.671288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1986f89-8064-48d5-85c9-a04f832843c6 · inbound

Can OpenAI o1 Reason Well in Ophthalmology? A 6,990-Question Head-to-Head Evaluation Study cites this paper.

Can OpenAI o1 Reason Well in Ophthalmology? A 6,990-Question Head-to-Head Evaluation Study Benchmarking large language models for biomedical natural language processing applications and recommendations

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-10T18:33:34.869877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28edeeb4-31ab-4c99-a644-4632cc037651 · inbound

Automatic Evaluation of Healthcare LLMs Beyond Question-Answering cites this paper.

Automatic Evaluation of Healthcare LLMs Beyond Question-Answering Benchmarking large language models for biomedical natural language processing applications and recommendations

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T14:46:29.562681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 249da77e-0f45-467f-b066-d7c2c5120461 · inbound

TAGS: A Test-Time Generalist-Specialist Framework with Retrieval-Augmented Reasoning and Verification cites this paper.

TAGS: A Test-Time Generalist-Specialist Framework with Retrieval-Augmented Reasoning and Verification Benchmarking large language models for biomedical natural language processing applications and recommendations

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T14:39:45.400320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07fba180-5d02-45c9-a209-ea9c1d6a4e0f · inbound

Development of the user-friendly decision aid Rule-based Evaluation and Support Tool (REST) for optimizing the resources of an information extraction task cites this paper.

Development of the user-friendly decision aid Rule-based Evaluation and Support Tool (REST) for optimizing the resources of an information extraction task Benchmarking large language models for biomedical natural language processing applications and recommendations

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:40:24.853490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.