Pith. sign in

Paper Citation Record · LEDGER

Aloe: A Family of Fine-tuned Open Healthcare LLMs

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2405.01886.

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

pith.paper-citation-record.v1
2405.01886 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:51:04.620114Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T18:25:57.963110Z

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 3d95a997-3f7b-4527-b9bd-d826536271de · inbound

MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters cites this paper.

MeDiSumQA: Patient-Oriented Question-Answer Generation from Discharge Letters Aloe: A Family of Fine-tuned Open Healthcare LLMs

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-09T05:15:41.483548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T05:15:41.483548Z digest=sha256:ed233901e4d19d7097329c42387e563511142c224f55412fdd1db7076a6644ea

Observation 19b15a3e-f2a3-4eab-8982-0b476786346a · inbound

OntoTune: Ontology-Driven Self-training for Aligning Large Language Models cites this paper.

OntoTune: Ontology-Driven Self-training for Aligning Large Language Models Aloe: A Family of Fine-tuned Open Healthcare LLMs

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-08T19:12:42.243607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T19:12:42.243607Z digest=sha256:d7cbbea8715e033370cc4f1feff26fff3ae6cc1ea6e519dd0028e191f1f0d4b1

Observation 9f937799-b071-4ffd-8126-abdb84233155 · inbound

The Rise of Small Language Models in Healthcare: A Comprehensive Survey cites this paper.

The Rise of Small Language Models in Healthcare: A Comprehensive Survey Aloe: A Family of Fine-tuned Open Healthcare LLMs

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-16T10:51:04.620114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:51:04.620114Z digest=sha256:b23a974b59291733784921051672c60e8ffd61bd3e07dacfbd8851ffee3396e0

Observation 9e484e01-6c20-4dee-95e8-832089d9ec07 · inbound

The Aloe Family Recipe for Open and Specialized Healthcare LLMs cites this paper.

The Aloe Family Recipe for Open and Specialized Healthcare LLMs Aloe: A Family of Fine-tuned Open Healthcare LLMs

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T23:36:29.824314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:36:29.824314Z digest=sha256:e24ad7a3953fd303562eb92228f294b44104fe7a2854373d1d24fcdb423f3727

Observation ba47d74c-b1e8-4ecd-8514-9695a1237b62 · inbound

Fine-grained List-wise Alignment for Generative Medication Recommendation cites this paper.

Fine-grained List-wise Alignment for Generative Medication Recommendation Aloe: A Family of Fine-tuned Open Healthcare LLMs

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-05-22T02:40:56.936726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-22T02:36:35.053784Z digest=sha256:1c670cb9ff78e64672aade39e0170c5861c8b51b61473e5beb47457902be9f05

Observation c02c8317-1f77-4e7e-b8b6-32caeca6fdb2 · inbound

ArgHiTZ at ArchEHR-QA 2025: A Two-Step Divide and Conquer Approach to Patient Question Answering for Top Factuality cites this paper.

ArgHiTZ at ArchEHR-QA 2025: A Two-Step Divide and Conquer Approach to Patient Question Answering for Top Factuality Aloe: A Family of Fine-tuned Open Healthcare LLMs

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T00:42:39.370085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T00:42:39.370085Z digest=sha256:aa64810fd9f4a9f3eb721dd44df11d9a929e12da8c628011d584ff9c72ffc71a

Observation 4114cf85-cd5d-4040-aece-c1df0a48ff81 · inbound

AntiDote: Bi-level Adversarial Training for Tamper-Resistant LLMs cites this paper.

AntiDote: Bi-level Adversarial Training for Tamper-Resistant LLMs Aloe: A Family of Fine-tuned Open Healthcare LLMs

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-15T16:25:35.495639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T16:25:35.495639Z digest=sha256:9eeba5c1af8cb71246af92ac743fe4c886415977d60d177a3b0194039adbaa47

Observation 4274374f-d957-4839-b46e-5c7fc964e7a8 · inbound

NodeSynth: Socially Aligned Synthetic Data for AI Evaluation cites this paper.

NodeSynth: Socially Aligned Synthetic Data for AI Evaluation Aloe: A Family of Fine-tuned Open Healthcare LLMs

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-15T02:38:35.734158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T02:37:37.989768Z digest=sha256:247701d83520a1102b09751abbd2bbb8d6abc132fbff79c60a434eeccc1f432b

Observation 9ab75736-2687-4dc2-ae3e-5cdfa051927a · inbound

NodeSynth: Socially Aligned Synthetic Data for AI Evaluation cites this paper.

NodeSynth: Socially Aligned Synthetic Data for AI Evaluation Aloe: A Family of Fine-tuned Open Healthcare LLMs

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-20T20:33:43.190379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-20T20:31:34.005180Z digest=sha256:606ff2548a5d30710cdb9caeef9000702fb55b0af9220ebcc3a180c667af11b7

Observation 86f8bb79-3813-4c4b-abcd-75df4dd8a1e0 · inbound

Aloe-Vision: Robust Vision-Language Models for Healthcare cites this paper.

Aloe-Vision: Robust Vision-Language Models for Healthcare Aloe: A Family of Fine-tuned Open Healthcare LLMs

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-07-01T18:25:57.964741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-29T02:02:47.472868Z digest=sha256:5b7d63170ca5049d8e67cfbe19f3e6991c8aa4fa0e7c56fe88a696daf39bb178

Observation 06bb4ff5-59db-4ab6-946a-8a01da8b9092 · inbound

Decentralized Aggregation of LLM Predictions via Wagering Mechanisms cites this paper.

Decentralized Aggregation of LLM Predictions via Wagering Mechanisms Aloe: A Family of Fine-tuned Open Healthcare LLMs

Reference 54

Resolution
unresolved
no resolver link, observed 2026-07-11T19:31:58.491532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T19:31:58.491532Z digest=sha256:1213a81ce6176e6bce6da685a690b42aa73ce11f008568de27a9c289accab0d8