Paper Citation Record · LEDGER

HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 17 inbound Pith citation observations for arXiv:2311.09774.

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

pith.paper-citation-record.v1
2311.09774 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 17 of 17 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:41:36.033970Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T00:27:29.434210Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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malformed identifier0
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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 891758ed-d034-49ed-9b18-caf158718e27 · inbound

HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs cites this paper.

HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T12:36:50.270934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d1f660c4-a146-46db-9daa-c1e61bf84ea2 · inbound

Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL cites this paper.

Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T14:41:36.033970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a42f173-4ce3-4c3d-930a-55cc0c70e906 · inbound

Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment cites this paper.

Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T04:20:47.411980Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 41b7fd76-718e-4cb3-9e46-987b190f6ed4 · inbound

Training-free LLM Merging for Multi-task Learning cites this paper.

Training-free LLM Merging for Multi-task Learning HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T00:59:40.779232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74fbc445-e364-4296-a4c8-be9e2338064e · inbound

Survey of Specialized Large Language Model cites this paper.

Survey of Specialized Large Language Model HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.199752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1490754d-b231-489e-8a3f-fce475fb9e68 · inbound

DentalBench: Benchmarking and Advancing LLMs Capability for Bilingual Dentistry Understanding cites this paper.

DentalBench: Benchmarking and Advancing LLMs Capability for Bilingual Dentistry Understanding HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T15:09:48.762831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea7216e9-cdd6-4589-b5d9-9d7fe7b7d64d · inbound

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment cites this paper.

DPF-CM: A Data Processing Framework with Privacy-Preserving Vector Databases for Chinese Medical LLMs Training and Deployment HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T12:40:40.761554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ecc816b-f9c3-491f-a828-20293b6d3df0 · inbound

LLM-AutoDP: Automatic Data Processing via LLM Agents for Model Fine-tuning cites this paper.

LLM-AutoDP: Automatic Data Processing via LLM Agents for Model Fine-tuning HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-16T10:57:46.836881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f11a095e-1293-4df0-b925-cd1e16507117 · inbound

Freeze Deep, Train Shallow: Interpretable Layer Allocation for Continued Pre-Training cites this paper.

Freeze Deep, Train Shallow: Interpretable Layer Allocation for Continued Pre-Training HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:42:08.317128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e2113b89-22b6-4ba0-94a4-fd6b7fd16070 · inbound

Freeze Deep, Train Shallow: Interpretable Layer Allocation for Continued Pre-Training cites this paper.

Freeze Deep, Train Shallow: Interpretable Layer Allocation for Continued Pre-Training HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-25T06:45:26.261951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 46559464-9df0-46b3-a05f-47bbad2cf0a2 · inbound

Fully Open Meditron: An Auditable Pipeline for Clinical LLMs cites this paper.

Fully Open Meditron: An Auditable Pipeline for Clinical LLMs HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-20T18:53:38.795348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4bd214c6-3b3d-4892-a212-3b4372bde64f · inbound

Fully Open Meditron: An Auditable Pipeline for Clinical LLMs cites this paper.

Fully Open Meditron: An Auditable Pipeline for Clinical LLMs HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:15:00.084490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e6a3a4b2-2df6-4327-bafb-5fb5e17de431 · inbound

C-MIG: Multi-view Information Gain-based Retrieval-Augmented Generation for Clinical Diagnosis Reasoning cites this paper.

C-MIG: Multi-view Information Gain-based Retrieval-Augmented Generation for Clinical Diagnosis Reasoning HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:53:26.988569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cc68c67f-069d-4d83-b416-54bd0db04786 · inbound

C-MIG: Multi-view Information Gain-based Retrieval-Augmented Generation for Clinical Diagnosis Reasoning cites this paper.

C-MIG: Multi-view Information Gain-based Retrieval-Augmented Generation for Clinical Diagnosis Reasoning HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T05:01:11.037080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5289914-bf76-4e2c-8ed1-89c7df713c2c · inbound

ClinicalMC: A Benchmark for Multi-Course Clinical Decision-Making with Large Language Models cites this paper.

ClinicalMC: A Benchmark for Multi-Course Clinical Decision-Making with Large Language Models HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-07-02T03:06:30.503979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ccdeb5b2-5202-4491-b1c1-2d77f4804953 · inbound

PACT: Learning Diverse Diagnostic Strategies via Privileged Synthesis and Branch Consensus cites this paper.

PACT: Learning Diverse Diagnostic Strategies via Privileged Synthesis and Branch Consensus HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:27:29.435552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 82dda52c-225a-4bfe-8162-dd9191321612 · inbound

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding cites this paper.

ClinFusion: A Vision-Centric Multimodal LLM System for Holistic Medical Understanding HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs

Reference 111

Resolution: unresolved; no resolver link, observed 2026-07-31T06:20:30.157662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.