Paper Citation Record · LEDGER

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation

As of 19 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2501.11199.

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

pith.paper-citation-record.v1
2501.11199 v2

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T18:36:42.908935Z

measured 33 of 33 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 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

33 of 33 outbound references displayed

verified exact4
verified fuzzy7
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9d00aeb7-1bc5-45d6-b534-7d931dfaf16f · outbound

This paper cites M., Savova, G.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation M., Savova, G

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:36:43.514911Z

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.

Observation 7c111e91-80b2-4bad-accc-176359ce3486 · outbound

This paper cites Zero-Shot Clinical Trial Patient Matching with LLMs.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Zero-Shot Clinical Trial Patient Matching with LLMs

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T18:36:42.767220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60641992-0eca-41ae-a3d7-02254906fc1b · outbound

This paper cites an unresolved cited work.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Unresolved cited work

Reference 4

Resolution: verified exact; doi, observed 2026-08-10T18:36:43.183205Z

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.

Observation d79bfd2e-246b-4484-8c4d-c13ea98629d7 · outbound

This paper cites https://www.nature.com/articles/s41746-023-00957-x.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation https://www.nature.com/articles/s41746-023-00957-x

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:36:43.500836Z

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.

Observation c75d4f5d-c7e7-4c37-89e9-c33dbd74e536 · outbound

This paper cites an unresolved cited work.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:36:43.486606Z

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.

Observation abc38f43-ec53-461d-95f6-fa6eb85ea4d2 · outbound

This paper cites an unresolved cited work.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:36:43.472192Z

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.

Observation 94f61abe-0cb4-494f-aa4e-ca90df1c4100 · outbound

This paper cites an unresolved cited work.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:36:43.457887Z

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.

Observation 6adf54a5-55c3-40f1-b523-21192bef2534 · outbound

This paper cites an unresolved cited work.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:36:43.444256Z

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.

Observation e07f6853-9b95-4613-ad1b-95c211f47278 · outbound

This paper cites an unresolved cited work.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Unresolved cited work

Reference 10

Resolution: verified exact; doi, observed 2026-08-10T18:36:43.168685Z

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.

Observation d56a8be5-a986-43bd-8961-d56910d43637 · outbound

This paper cites an unresolved cited work.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:36:43.430384Z

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.

Observation 74b5539d-7fb5-44d8-8b97-0dfc2416d43f · outbound

This paper cites an unresolved cited work.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:36:43.416435Z

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.

Observation af8aa98f-c26d-4241-b6ec-315f2dde6f2b · outbound

This paper cites & Cohen, K.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation & Cohen, K

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:36:43.402337Z

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.

Observation fa180163-8e56-4205-9ab9-f406852074d0 · outbound

This paper cites an unresolved cited work.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:36:43.387872Z

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.

Observation 2be476a3-e40c-4155-bf65-1259df7db56a · outbound

This paper cites an unresolved cited work.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:36:43.373740Z

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.

Observation a988345e-4232-44cc-b112-d68051203439 · outbound

This paper cites & Mahmoud, Q.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation & Mahmoud, Q

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:36:43.358864Z

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.

Observation 9b8e10a2-940e-4839-82c1-117d9f39f532 · outbound

This paper cites & Shung, D.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation & Shung, D

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:36:43.344953Z

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.

Observation 5f0acdce-10c4-4c4f-824a-0dc1f597755b · outbound

This paper cites Generating Multi-label Discrete Patient Records using Generative Adversarial Networks.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Generating Multi-label Discrete Patient Records using Generative Adversarial Networks

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T18:36:42.835922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c28439c-0f33-4731-b70c-4c7dc76ab81b · outbound

This paper cites & Veeramachaneni, K.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation & Veeramachaneni, K

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:36:43.331126Z

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.

Observation 186142bd-3872-4fcd-aae4-d6999a26e045 · outbound

This paper cites & Talukdar, W.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation & Talukdar, W

Reference 20

Resolution: verified exact; doi, observed 2026-08-10T18:36:43.139260Z

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.

Observation ed83747e-a9e0-4775-ba55-45f12db90f8b · outbound

This paper cites an unresolved cited work.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:36:43.316848Z

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.

Observation fcea427f-8ec2-412a-bf1f-0332dd9c6ea1 · outbound

This paper cites an unresolved cited work.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:36:43.302535Z

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.

Observation 7d46ed67-e010-4e4b-bb77-247fe4c843c6 · outbound

This paper cites Towards Conversational Diagnostic AI.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Towards Conversational Diagnostic AI

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T18:36:42.857855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44e2a687-9512-4d2a-bd7b-bbaf55178daf · outbound

This paper cites an unresolved cited work.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:36:43.287390Z

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.

Observation 25e1fa60-c0f3-4100-9f75-d8980eee7a38 · outbound

This paper cites an unresolved cited work.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Unresolved cited work

Reference 25

Resolution: verified exact; doi, observed 2026-08-10T18:36:43.110315Z

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.

Observation 5a20878a-4f24-4fd4-ab44-a481335726b0 · outbound

This paper cites an unresolved cited work.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:36:43.271648Z

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.

Observation 6b57ced0-2479-4ff5-8bd2-7035a35f25cc · outbound

This paper cites an unresolved cited work.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:36:43.256253Z

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.

Observation 751da02c-71ce-4bb0-86ba-022618a2bcc3 · outbound

This paper cites Language Models are Few-Shot Learners.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Language Models are Few-Shot Learners

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-10T18:36:42.880507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cbb9b2b-f881-401a-8902-135271991102 · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T18:36:42.885373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 614f983c-11c9-4049-bdf6-90157ff87ea1 · outbound

This paper cites an unresolved cited work.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:36:43.241749Z

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.

Observation 1630213a-cad1-4364-ad57-def9b0838678 · outbound

This paper cites MTEB: Massive Text Embedding Benchmark.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation MTEB: Massive Text Embedding Benchmark

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T18:36:42.894612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36811b1a-ed05-434f-9861-e8161fcff6ac · outbound

This paper cites an unresolved cited work.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:36:43.227182Z

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.

Observation 58bf3319-3f87-4183-9aa9-92827d2176b9 · outbound

This paper cites Meta AI https://ai.meta.com/blog/meta-llama-3/.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Meta AI https://ai.meta.com/blog/meta-llama-3/

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:36:43.212927Z

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.

Observation 4692dbb7-eb74-4e28-9b74-6d0670461a15 · outbound

This paper cites Publicly Available Clinical BERT Embeddings.

Embedding-Driven Diversity Sampling to Improve Few-Shot Synthetic Data Generation Publicly Available Clinical BERT Embeddings

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T18:36:42.908935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.