Paper Citation Record · LEDGER

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning?

As of 8 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2606.15412.

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

pith.paper-citation-record.v1
2606.15412 v2

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T04:46:38.618252Z

measured 25 of 25 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

25 of 25 outbound references displayed

verified exact0
verified fuzzy0
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e27475b0-b162-4070-a7e4-87a2daf0c1b4 · outbound

This paper cites Agrawal, S.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Agrawal, S

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.532209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0befc3c2-739f-4133-9172-4fd58c5775ae · outbound

This paper cites Ben Abacha and P.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Ben Abacha and P

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.536970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69d214d9-a158-4164-be88-f4185cc346eb · outbound

This paper cites an unresolved cited work.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.540789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d5d7a2e-d443-4ae2-bc44-b47541ff6761 · outbound

This paper cites Devlin, M.-W.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Devlin, M.-W

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.544477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07d6f8af-e07a-4479-a8cd-0a45ec141402 · outbound

This paper cites an unresolved cited work.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.548096Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e78ffe95-e283-4026-9c68-ec91866a4fcf · outbound

This paper cites Goyal and N.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Goyal and N

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.551784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9660e49-a41d-4bd4-a902-fdd39ae4a279 · outbound

This paper cites Huang, X.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Huang, X

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.555802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3645670-7e16-4052-ac73-2683fc06b581 · outbound

This paper cites Acomprehensiveevaluationof large Language models on benchmark biomedical text processing tasks.Computers in Biology and Medicine, 171:108189, Mar.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Acomprehensiveevaluationof large Language models on benchmark biomedical text processing tasks.Computers in Biology and Medicine, 171:108189, Mar

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.559343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14ac1a22-1fb7-4be9-a07c-692a51d20ba7 · outbound

This paper cites an unresolved cited work.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.562823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5cb46f9-844a-4885-9fd0-bc614628639a · outbound

This paper cites Jimenez Gutierrez, N.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Jimenez Gutierrez, N

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.566204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3d1789a-eb43-46fa-b5ad-d2afe3e88252 · outbound

This paper cites Lai, C.-H.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Lai, C.-H

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.569727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b22f828-b624-4db6-a971-706cb2f71945 · outbound

This paper cites Liu and S.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Liu and S

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.573136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c07bd6d4-11fa-41ea-9cf1-c31c79ef5993 · outbound

This paper cites Novoa, M.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Novoa, M

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.576407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fe153b9-b591-47e9-a2d1-128770e35312 · outbound

This paper cites an unresolved cited work.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.580057Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5239846e-20b8-497c-9373-15aa340726c1 · outbound

This paper cites an unresolved cited work.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.583386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d46df5d-4793-4192-a6bc-b9bca3d683f5 · outbound

This paper cites Shang, Y.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Shang, Y

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.586766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 969cedfd-f6bb-4279-985d-cba66771d29b · outbound

This paper cites Sänger, S.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Sänger, S

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.594305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 856e9689-9c81-401b-907e-2433d609d3d5 · outbound

This paper cites an unresolved cited work.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.597731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bd6bfd8-016f-4497-b8b5-fc3c07b08879 · outbound

This paper cites an unresolved cited work.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.601152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff96deeb-c0dd-4831-898c-c9ed0b191c58 · outbound

This paper cites an unresolved cited work.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.604500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c124306-73bd-443a-822b-ccdb49fdec57 · outbound

This paper cites Zhang, M.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Zhang, M

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.608093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb73d140-9a85-4fbf-80fe-2d2bb94e18c3 · outbound

This paper cites an unresolved cited work.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.611559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9446529-af50-441e-a20e-27429af11745 · outbound

This paper cites an unresolved cited work.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.614928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5bd05cb-b87c-4a73-9a24-fbe746efefad · outbound

This paper cites an unresolved cited work.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.618252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22874c72-9f18-4330-b63a-7f3c45581e1d · outbound

This paper cites Biomedical Relation Extraction via Adaptive Document-Relation Cross-Mapping and Concept Unique Identifier.

Few-Shot Biomedical Relation Extraction with Large Language Models: A Viable Alternative to Supervised Learning? Biomedical Relation Extraction via Adaptive Document-Relation Cross-Mapping and Concept Unique Identifier

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T04:46:38.590307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.