Latest Research in Biomedical Language Processing

Top Research Topics in Biomedical Language Processing

• Computation and Language — 14 papers
• Biomedical Text Mining and Ontologies — 7 papers
• Artificial Intelligence — 4 papers
• Topic Modeling — 4 papers
• Robotics — 4 papers
• Computer Vision and Pattern Recognition — 2 papers
• Information Retrieval — 2 papers
• Optimization and Control — 2 papers
• Genomics — 2 papers
• Pharmacovigilance and Adverse Drug Reactions — 1 papers

Highest-Cited Papers

1. BiomedSQL: Text-to-SQL for Scientific Reasoning on Biomedical Knowledge Bases
2. DAEP: Difficulty-Aware Evidence Planning for Medical Video Corpus Temporal Answer Grounding
3. Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models
4. Biomedical Named Entity Recognition using Transformer-Based Approaches
5. Biomedical Named Entity Recognition using Transformer-Based Approaches
6. Language corpora for the Dutch medical domain
7. Biomedical Text Mining and Information Extraction Using Prompt-Enhanced and LoRA-Adapted Large Language Models
8. Intelligent Framework for Adverse Drug Event Identification Using Large Language Models and Retrieval-Augmented Generation: Development and Evaluation Study
9. Language-Model-Based Architecture for Automatic Concept Placement in Ontologies
10. Med-CRAFT: An Information System for Explainable and Configurable Construction of Multimodal Medical QA Datasets
11. FormBharo: Designing and Evaluating a Voice Agent for Conversational Form Filling in Rural India
12. NERFlow: A Workflow-Based Subsystem of FIT4NER for LLM-Assisted Medical Named Entity Recognition
13. Development of a Bayesian subjective model for predicting the clinical diagnosis of Ebola in the Democratic Republic of the Congo
14. The word and the way: strategies for domain-specific BERT pre-training in German medical NLP
15. Factorized Hypothesis Search for Evidence-to-Taxonomy Retrieval
16. Plausibility-Driven Prioritization of Candidate Biomedical Annotations
17. SACK : Safe Active Continual Koopman Learning for Uncertain Systems with Contractive Guarantees
18. OntoCodex: a multi-agent biomedical ontology enrichment framework
19. Consensus Measures for Unstructured Biomedical Text Annotations
20. Retrieval-augmented generation for medical question answering: a multi-metric performance evaluation

Sub-Regions

• Computation and Language — 22 papers
• Biomedical Text Mining and Ontologies — 21 papers
• Artificial Intelligence in Healthcare and Education — 21 papers
• Artificial Intelligence — 14 papers
• Topic Modeling — 11 papers
• Pharmacovigilance and Adverse Drug Reactions — 4 papers