BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains | Paper Citation Record

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The Limited Impact of Medical Adaptation of Large Language and Vision-Language Models cites this paper.

The Limited Impact of Medical Adaptation of Large Language and Vision-Language Models BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

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A Benchmark for Long-Form Medical Question Answering cites this paper.

A Benchmark for Long-Form Medical Question Answering BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

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RAMIE: Retrieval-Augmented Multi-task Information Extraction with Large Language Models on Dietary Supplements cites this paper.

RAMIE: Retrieval-Augmented Multi-task Information Extraction with Large Language Models on Dietary Supplements BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 54

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Learning by Analogy: Enhancing Few-Shot Prompting for Math Word Problem Solving with Computational Graph-Based Retrieval cites this paper.

Learning by Analogy: Enhancing Few-Shot Prompting for Math Word Problem Solving with Computational Graph-Based Retrieval BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

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Polish-English medical knowledge transfer: A new benchmark and results cites this paper.

Polish-English medical knowledge transfer: A new benchmark and results BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 23

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Are Clinical T5 Models Better for Clinical Text? cites this paper.

Are Clinical T5 Models Better for Clinical Text? BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 26

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MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization cites this paper.

MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 2020

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Large Language Models for Medical Forecasting -- Foresight 2 cites this paper.

Large Language Models for Medical Forecasting -- Foresight 2 BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

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Embracing Large Language Models in Traffic Flow Forecasting cites this paper.

Embracing Large Language Models in Traffic Flow Forecasting BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 38

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CareBot: A Pioneering Full-Process Open-Source Medical Language Model cites this paper.

CareBot: A Pioneering Full-Process Open-Source Medical Language Model BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

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GeneSUM: Large Language Model-based Gene Summary Extraction cites this paper.

GeneSUM: Large Language Model-based Gene Summary Extraction BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 26

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scReader: Prompting Large Language Models to Interpret scRNA-seq Data cites this paper.

scReader: Prompting Large Language Models to Interpret scRNA-seq Data BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 14

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

HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 35

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Environmental large language model Evaluation (ELLE) dataset: A Benchmark for Evaluating Generative AI applications in Eco-environment Domain cites this paper.

Environmental large language model Evaluation (ELLE) dataset: A Benchmark for Evaluating Generative AI applications in Eco-environment Domain BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

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Can open source large language models be used for tumor documentation in Germany? -- An evaluation on urological doctors' notes cites this paper.

Can open source large language models be used for tumor documentation in Germany? -- An evaluation on urological doctors' notes BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 24

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A foundation model for human-AI collaboration in medical literature mining cites this paper.

A foundation model for human-AI collaboration in medical literature mining BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 43

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Caught in the Web of Words: Do LLMs Fall for Spin in Medical Literature? cites this paper.

Caught in the Web of Words: Do LLMs Fall for Spin in Medical Literature? BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 39

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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 BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 27

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Enhancing LLMs for Identifying and Prioritizing Important Medical Jargons from Electronic Health Record Notes Utilizing Data Augmentation: A Comparative Study cites this paper.

Enhancing LLMs for Identifying and Prioritizing Important Medical Jargons from Electronic Health Record Notes Utilizing Data Augmentation: A Comparative Study BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 81

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From Promising Capability to Pervasive Bias: Assessing Large Language Models for Emergency Department Triage cites this paper.

From Promising Capability to Pervasive Bias: Assessing Large Language Models for Emergency Department Triage BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 30

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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 BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 2024

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

The Aloe Family Recipe for Open and Specialized Healthcare LLMs BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

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Large Language Models for Cancer Communication: Evaluating Linguistic Quality, Safety, and Accessibility in Generative AI cites this paper.

Large Language Models for Cancer Communication: Evaluating Linguistic Quality, Safety, and Accessibility in Generative AI BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 40

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Toward Effective Reinforcement Learning Fine-Tuning for Medical VQA in Vision-Language Models cites this paper.

Toward Effective Reinforcement Learning Fine-Tuning for Medical VQA in Vision-Language Models BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

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Edge-First Language Model Inference: Models, Metrics, and Tradeoffs cites this paper.

Edge-First Language Model Inference: Models, Metrics, and Tradeoffs BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 21

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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 BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

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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 BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 10

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SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks cites this paper.

SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

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ImmunoFOMO: Are Language Models missing what oncologists see? cites this paper.

ImmunoFOMO: Are Language Models missing what oncologists see? BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

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The MedPerturb Dataset: What Non-Content Perturbations Reveal About Human and Clinical LLM Decision Making cites this paper.

The MedPerturb Dataset: What Non-Content Perturbations Reveal About Human and Clinical LLM Decision Making BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 109

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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 BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

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BioPars: A Pretrained Biomedical Large Language Model for Persian Biomedical Text Mining cites this paper.

BioPars: A Pretrained Biomedical Large Language Model for Persian Biomedical Text Mining BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

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TILES-2018 Sleep Benchmark Dataset: A Longitudinal Wearable Sleep Data Set of Hospital Workers for Modeling and Understanding Sleep Behaviors cites this paper.

TILES-2018 Sleep Benchmark Dataset: A Longitudinal Wearable Sleep Data Set of Hospital Workers for Modeling and Understanding Sleep Behaviors BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

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Mesh Processing Non-Meshes via Neural Displacement Fields cites this paper.

Mesh Processing Non-Meshes via Neural Displacement Fields BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

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

DentalBench: Benchmarking and Advancing LLMs Capability for Bilingual Dentistry Understanding BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

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mFARM: Towards Multi-Faceted Fairness Assessment based on HARMs in Clinical Decision Support cites this paper.

mFARM: Towards Multi-Faceted Fairness Assessment based on HARMs in Clinical Decision Support BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

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FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support cites this paper.

FHIR-RAG-MEDS: Integrating HL7 FHIR with Retrieval-Augmented Large Language Models for Enhanced Medical Decision Support BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

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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 BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

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Term2Note: Synthesising Differentially Private Clinical Notes from Medical Terms cites this paper.

Term2Note: Synthesising Differentially Private Clinical Notes from Medical Terms BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

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Diamonds in the rough: Transforming SPARCs of imagination into a game concept by leveraging medium sized LLMs cites this paper.

Diamonds in the rough: Transforming SPARCs of imagination into a game concept by leveraging medium sized LLMs BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 17

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MultiCNKG: Integrating Cognitive Neuroscience, Gene, and Disease Knowledge Graphs Using Large Language Models cites this paper.

MultiCNKG: Integrating Cognitive Neuroscience, Gene, and Disease Knowledge Graphs Using Large Language Models BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 26

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

CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-16T13:20:57.579692Z

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ECG Foundation Models and Medical LLMs for Agentic Cardiovascular Intelligence at the Edge: A Review and Outlook cites this paper.

ECG Foundation Models and Medical LLMs for Agentic Cardiovascular Intelligence at the Edge: A Review and Outlook BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 16

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To Adapt or not to Adapt, Rethinking the Value of Medical Knowledge-Aware Large Language Models cites this paper.

To Adapt or not to Adapt, Rethinking the Value of Medical Knowledge-Aware Large Language Models BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 2

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Observation 57fdc7e7-30e2-4beb-a7e2-d0a0d99ff543 · inbound

VeriSim: A Configurable Framework for Evaluating Medical AI Under Realistic Patient Noise cites this paper.

VeriSim: A Configurable Framework for Evaluating Medical AI Under Realistic Patient Noise BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:50:59.129974Z

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Observation d1e51d3f-6659-44ea-83d4-c8bb93919c67 · inbound

Representation geometry shapes task performance in vision-language modeling for CT enterography cites this paper.

Representation geometry shapes task performance in vision-language modeling for CT enterography BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 17

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A Scientific Human-Agent Reproduction Pipeline cites this paper.

A Scientific Human-Agent Reproduction Pipeline BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 41

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Observation 06bf5acd-20a0-446f-ad6f-a910121d9e15 · inbound

Handling and Interpreting Missing Modalities in Patient Clinical Trajectories via Autoregressive Sequence Modeling cites this paper.

Handling and Interpreting Missing Modalities in Patient Clinical Trajectories via Autoregressive Sequence Modeling BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 41

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Development and Preliminary Evaluation of a Domain-Specific Large Language Model for Tuberculosis Care in South Africa cites this paper.

Development and Preliminary Evaluation of a Domain-Specific Large Language Model for Tuberculosis Care in South Africa BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 33

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Observation 7d0e954e-b7e8-4224-9ea6-d92642a590a6 · inbound

Large Language Models Meet Biomedical Knowledge Graphs for Mechanistically Grounded Therapeutic Prioritization cites this paper.

Large Language Models Meet Biomedical Knowledge Graphs for Mechanistically Grounded Therapeutic Prioritization BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-10T08:43:01.369937Z

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Observation a8080818-03f2-4738-ac5f-a6a7c26fb49b · inbound

Serialisation Strategy Matters: How FHIR Data Format Affects LLM Medication Reconciliation cites this paper.

Serialisation Strategy Matters: How FHIR Data Format Affects LLM Medication Reconciliation BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-10T00:19:46.876520Z

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Observation 2bc72d9b-32a2-4cb8-9287-ad44f213b6ef · inbound

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 BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T15:46:21.076760Z

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.

Observation a674db3c-48ab-4d2f-ad4e-01cddef5dec0 · inbound

From Text to Voice: A Reproducible and Verifiable Framework for Evaluating Tool Calling LLM Agents cites this paper.

From Text to Voice: A Reproducible and Verifiable Framework for Evaluating Tool Calling LLM Agents BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 37

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T08:49:53.646465Z

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.

Observation 36b52c34-4ac6-4270-bece-f7913f263495 · inbound

MedMIX: Modality-Internal Expert Fusion for Multimodal Medical Diagnosis cites this paper.

MedMIX: Modality-Internal Expert Fusion for Multimodal Medical Diagnosis BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-20T19:43:44.187345Z

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.

Observation 9a0594d7-25c8-4589-a03f-125210e55ef7 · inbound

Why Specialist Models Still Matter: A Heterogeneous Multi-Agent Paradigm for Medical Artificial Intelligence cites this paper.

Why Specialist Models Still Matter: A Heterogeneous Multi-Agent Paradigm for Medical Artificial Intelligence BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-06-29T07:53:14.131800Z

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.

Observation 827fbb3d-c45c-42f9-a948-6f2f541ea6e3 · inbound

ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning cites this paper.

ChatHealthAI: Aligning Electronic Health Record Representations with Large Language Models for Grounded Clinical Reasoning BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T23:26:22.580826Z

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.

Observation 273e85f0-37ad-4617-97ba-c6cd9c2fce79 · inbound

Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models cites this paper.

Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 289

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T00:27:29.621908Z

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.

Observation d540d996-fedf-4a55-8f7a-99122760f427 · inbound

Dep-LLM: Training-Free Depression Diagnosis via Evidence-Guided Structured Multi-factor with Reliable LLM Reasoning cites this paper.

Dep-LLM: Training-Free Depression Diagnosis via Evidence-Guided Structured Multi-factor with Reliable LLM Reasoning BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-07-03T04:47:38.710390Z

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.

Observation 140a58f6-1694-4741-af22-6445d8827c73 · inbound

Reinforcement learning to improve large language model-based automated code compliance systems cites this paper.

Reinforcement learning to improve large language model-based automated code compliance systems BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-06-26T10:19:19.062717Z

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.

Observation e3efe273-13c4-4115-b38b-9c482f36a211 · inbound

Cross-Domain Feature Expansion for Tabular Medical Data via Knowledge Graphs Injection cites this paper.

Cross-Domain Feature Expansion for Tabular Medical Data via Knowledge Graphs Injection BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-01T09:45:40.291550Z

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.

Observation e512823e-57e5-411c-8e5f-cef798fd5c45 · inbound

PertReason: A Knowledge-Grounded Benchmark and Framework for Cell-State-Conditioned Mechanistic Reasoning of Perturbation Effects cites this paper.

PertReason: A Knowledge-Grounded Benchmark and Framework for Cell-State-Conditioned Mechanistic Reasoning of Perturbation Effects BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T14:28:17.483266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59732959-ad4c-4b9e-b328-a38d5a430890 · inbound

FOCUS: Decoupling Expert Personas in LLMs to Enhance Domain Expert Capabilities cites this paper.

FOCUS: Decoupling Expert Personas in LLMs to Enhance Domain Expert Capabilities BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T05:37:05.324828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbfc744a-5316-44b3-a291-c06f4095b035 · inbound

STAIL: Semantic Text-Anchored Incremental Learning for Medical Imaging via Large Language Models cites this paper.

STAIL: Semantic Text-Anchored Incremental Learning for Medical Imaging via Large Language Models BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T23:12:18.145262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers