MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data | Paper Citation Record

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LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day cites this paper.

LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 12

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Data-Centric Foundation Models in Computational Healthcare: A Survey cites this paper.

Data-Centric Foundation Models in Computational Healthcare: A Survey MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 104

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

HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 51

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DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets cites this paper.

DermaSynth: Rich Synthetic Image-Text Pairs Using Open Access Dermatology Datasets MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 5

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Open Foundation Models in Healthcare: Challenges, Paradoxes, and Opportunities with GenAI Driven Personalized Prescription cites this paper.

Open Foundation Models in Healthcare: Challenges, Paradoxes, and Opportunities with GenAI Driven Personalized Prescription MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 134

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MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot cites this paper.

MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 18

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

OntoTune: Ontology-Driven Self-training for Aligning Large Language Models MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 18

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Time2Lang: Bridging Time-Series Foundation Models and Large Language Models for Health Sensing Beyond Prompting cites this paper.

Time2Lang: Bridging Time-Series Foundation Models and Large Language Models for Health Sensing Beyond Prompting MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 21

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From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine cites this paper.

From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 45

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Diagnosing our datasets: How does my language model learn clinical information? cites this paper.

Diagnosing our datasets: How does my language model learn clinical information? MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 18

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Observation 0d17389c-b692-49f5-88cb-7b9f5c11f9de · inbound

Collaboration among Multiple Large Language Models for Medical Question Answering cites this paper.

Collaboration among Multiple Large Language Models for Medical Question Answering MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 4

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Observation 46de4d8b-9be8-4798-a1d2-9b41cafc86f0 · inbound

Real-World Doctor Agent with Proactive Consultation through Multi-Agent Reinforcement Learning cites this paper.

Real-World Doctor Agent with Proactive Consultation through Multi-Agent Reinforcement Learning MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 9

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Observation 6e49bca8-9d8f-4c94-9205-feea6bf9d26b · inbound

Resolving Knowledge Conflicts in Domain-specific Data Selection: A Case Study on Medical Instruction-tuning cites this paper.

Resolving Knowledge Conflicts in Domain-specific Data Selection: A Case Study on Medical Instruction-tuning MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 47

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FedShield-LLM: A Secure and Scalable Federated Fine-Tuned Large Language Model cites this paper.

FedShield-LLM: A Secure and Scalable Federated Fine-Tuned Large Language Model MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-22T01:44:30.333181Z

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 aac1e5ca-4492-4b00-881e-75fb54a387f9 · inbound

DivScore: Zero-Shot Detection of LLM-Generated Text in Specialized Domains cites this paper.

DivScore: Zero-Shot Detection of LLM-Generated Text in Specialized Domains MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 18

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Observation 424ffe57-0339-4011-ac16-af33a36aecc2 · inbound

Enabling On-Device Medical AI Assistants via Input-Driven Saliency Adaptation cites this paper.

Enabling On-Device Medical AI Assistants via Input-Driven Saliency Adaptation MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 10

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Observation 2df642b2-4ed6-4e40-85e8-358701ab9c84 · inbound

Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems cites this paper.

Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 7

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Observation 67d96a2a-91f9-4397-95af-87cb7d4b10b0 · inbound

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction cites this paper.

DiaLLMs: EHR Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 14

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Source-reported events for the cited work

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Observation f384dfab-44f5-43ee-bdaf-54de593205b1 · inbound

CLUES: Collaborative High-Quality Data Selection for LLMs via Training Dynamics cites this paper.

CLUES: Collaborative High-Quality Data Selection for LLMs via Training Dynamics MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 8

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Observation 15eb0885-6911-42d8-8481-31a0c5b9bb34 · inbound

Preserving Privacy, Increasing Accessibility, and Reducing Cost: An On-Device Artificial Intelligence Model for Medical Transcription and Note Generation cites this paper.

Preserving Privacy, Increasing Accessibility, and Reducing Cost: An On-Device Artificial Intelligence Model for Medical Transcription and Note Generation MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 14

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Observation 40ca1d8a-cb81-4aaa-b1c4-a293d38ffa68 · inbound

DoPI: Doctor-like Proactive Interrogation LLM for Traditional Chinese Medicine cites this paper.

DoPI: Doctor-like Proactive Interrogation LLM for Traditional Chinese Medicine MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 22

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DocCHA: Towards LLM-Augmented Interactive Online diagnosis System cites this paper.

DocCHA: Towards LLM-Augmented Interactive Online diagnosis System MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 7

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Observation c82e75fe-ed35-42da-87e0-248225a525ee · inbound

Dr.Copilot: A Multi-Agent Prompt Optimized Assistant for Improving Patient-Doctor Communication in Romanian cites this paper.

Dr.Copilot: A Multi-Agent Prompt Optimized Assistant for Improving Patient-Doctor Communication in Romanian MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 15

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Observation 5c8d074f-de11-42f7-8650-4265ac22d551 · inbound

TRIDENT: Benchmarking LLM Safety in Finance, Medicine, and Law cites this paper.

TRIDENT: Benchmarking LLM Safety in Finance, Medicine, and Law MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T15:04:20.656068Z

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Med-GRIM: Enhanced Zero-Shot Medical VQA using prompt-embedded Multimodal Graph RAG cites this paper.

Med-GRIM: Enhanced Zero-Shot Medical VQA using prompt-embedded Multimodal Graph RAG MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T15:50:54.370611Z

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Speech-Based Cognitive Screening: A Systematic Evaluation of LLM Adaptation Strategies cites this paper.

Speech-Based Cognitive Screening: A Systematic Evaluation of LLM Adaptation Strategies MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-18T21:16:51.161743Z

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The Non-Determinism of Small LLMs: Evidence of Low Answer Consistency in Repetition Trials of Standard Multiple-Choice Benchmarks cites this paper.

The Non-Determinism of Small LLMs: Evidence of Low Answer Consistency in Repetition Trials of Standard Multiple-Choice Benchmarks MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 13

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Gene-R1: Reasoning with Data-Augmented Lightweight LLMs for Gene Set Analysis cites this paper.

Gene-R1: Reasoning with Data-Augmented Lightweight LLMs for Gene Set Analysis MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 23

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Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go cites this paper.

Go-UT-Bench: A Fine-Tuning Dataset for LLM-Based Unit Test Generation in Go MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 2025

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Mitigating hallucinations in healthcare LLMs with granular fact-checking and domain-specific adaptation cites this paper.

Mitigating hallucinations in healthcare LLMs with granular fact-checking and domain-specific adaptation MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-03T15:42:29.445366Z

Source-reported events for the cited work

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Observation be27cda8-a972-4258-bcf0-1e13614f7bec · inbound

SciHorizon-GENE: Benchmarking LLM for Life Sciences Inference from Gene Knowledge to Functional Understanding cites this paper.

SciHorizon-GENE: Benchmarking LLM for Life Sciences Inference from Gene Knowledge to Functional Understanding MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-25T07:05:26.521245Z

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 52e65707-012d-45c5-bc96-11ad89dc015f · inbound

SciHorizon-GENE: Benchmarking LLM for Life Sciences Inference from Gene Knowledge to Functional Understanding cites this paper.

SciHorizon-GENE: Benchmarking LLM for Life Sciences Inference from Gene Knowledge to Functional Understanding MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T09:43:59.926345Z

Source-reported events for the cited work

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Observation 6f40607f-5812-4f12-aa6a-2f4afacc4e8b · inbound

CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning cites this paper.

CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 58

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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 7cf5ee17-471e-4721-9bc4-e2e7901eda67 · inbound

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis cites this paper.

Collaborative Parameter Learning: Mitigating Forgetting via Parameter-Level Gradient Analysis MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:37:41.650160Z

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 4313cf3e-d9c1-452c-8900-084078cc61b3 · inbound

MedRoute: RL-Based Dynamic Specialist Routing in Multi-Agent Medical Diagnosis cites this paper.

MedRoute: RL-Based Dynamic Specialist Routing in Multi-Agent Medical Diagnosis MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 1

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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 8df83d78-cebe-4bb6-a60c-55789ead0ea6 · inbound

Is Biomedical Specialization Still Worth It? Insights from Domain-Adaptive Language Modelling with a New French Health Corpus cites this paper.

Is Biomedical Specialization Still Worth It? Insights from Domain-Adaptive Language Modelling with a New French Health Corpus MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 12

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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 ac8e457f-6bd3-4e63-b397-63a69b7c3863 · inbound

Reinforcement Learning Improves LLM Accuracy and Reasoning in Disease Classification from Radiology Reports cites this paper.

Reinforcement Learning Improves LLM Accuracy and Reasoning in Disease Classification from Radiology Reports MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:16:04.310632Z

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.

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RadLite: Multi-Task LoRA Fine-Tuning of Small Language Models for CPU-Deployable Radiology AI cites this paper.

RadLite: Multi-Task LoRA Fine-Tuning of Small Language Models for CPU-Deployable Radiology AI MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:46:20.729410Z

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.

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FedSDR: Federated Self-Distillation with Rectification cites this paper.

FedSDR: Federated Self-Distillation with Rectification MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 59

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T12:18:16.265619Z

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 5d1810cb-6275-4669-b248-c36f7c4c1caa · inbound

Do No Harm? Hallucination and Actor-Level Abuse in Web-Deployed Medical Large Language Models cites this paper.

Do No Harm? Hallucination and Actor-Level Abuse in Web-Deployed Medical Large Language Models MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-21T05:53:59.418916Z

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 c5ae739f-ba7a-4792-9af1-03f5ac05b0c1 · inbound

MedGuideX: Internalizing Decision Logic from Executable Guidelines into Large Language Models for Clinical Reasoning cites this paper.

MedGuideX: Internalizing Decision Logic from Executable Guidelines into Large Language Models for Clinical Reasoning MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T18:33:50.463952Z

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 5f5ce47c-58a3-4563-b3d3-28ca5994a6d5 · inbound

Med-HEAL: Analyzing and Mitigating Hallucinations in Medical LLMs with Hallucination-Aware In-Context Learning cites this paper.

Med-HEAL: Analyzing and Mitigating Hallucinations in Medical LLMs with Hallucination-Aware In-Context Learning MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-06-28T17:22:25.065694Z

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 09b4e95c-3dc0-4b25-90b9-b8354eefc28c · inbound

Can I Take Another Dose? Evaluating LLM Decision-Making Under Temporal Uncertainty in OTC Dosing QA cites this paper.

Can I Take Another Dose? Evaluating LLM Decision-Making Under Temporal Uncertainty in OTC Dosing QA MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T03:46:32.196536Z

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 f197a3d8-aec6-4483-85fc-8e5af26e790d · inbound

Closing the Social-Semantic Gap: SPSD for Edge-Based Prompt Compression in Cloud LLM Inference cites this paper.

Closing the Social-Semantic Gap: SPSD for Edge-Based Prompt Compression in Cloud LLM Inference MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-07-03T08:17:45.728717Z

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 85f81c6b-7685-4987-9e12-d3dedb693187 · inbound

Gaokerena: A Small Persian Medical Language Model Family cites this paper.

Gaokerena: A Small Persian Medical Language Model Family MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 20

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Observation 952b32cf-9998-4629-9712-61ebc2488061 · inbound

Auditing Data Provenance in LLM Fine-tuning via Intrinsic Distributional Fingerprints cites this paper.

Auditing Data Provenance in LLM Fine-tuning via Intrinsic Distributional Fingerprints MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T13:39:09.177448Z

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Observation c68454e2-704a-4dd9-bb08-30883027ee06 · inbound

SparSEEty: Extracting Tokens from Sparsity-Exploiting LLM Serving Systems via Deterministic Side Channels cites this paper.

SparSEEty: Extracting Tokens from Sparsity-Exploiting LLM Serving Systems via Deterministic Side Channels MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-08T04:21:30.368341Z

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Pith citing papers