Latest Research in Computation and Language

Top Research Topics in Computation and Language

• Computation and Language — 7 papers
• Biomedical Text Mining and Ontologies — 7 papers
• Computer Vision and Pattern Recognition — 7 papers
• Artificial Intelligence — 5 papers
• Machine Learning — 3 papers
• Sound — 1 papers
• Multimodal Machine Learning Applications — 1 papers
• Topic Modeling — 1 papers
• Computational Engineering, Finance, and Science — 1 papers
• Information Retrieval — 1 papers

Highest-Cited Papers

1. Bridging the Gap in Ophthalmic AI: MM-Retinal-Reason Dataset and OphthaReason Model toward Dynamic Multimodal Reasoning
2. A Large-Scale Vision-Language Dataset Derived from Open Scientific Literature to Advance Biomedical Generalist AI
3. A Cross-Lingual Acoustic Disease-Alignment Framework for Respiratory Health Assessment from Spontaneous Speech
4. ACCELERATING PATHOLOGY REPORT DIGITIZATION: A MULTI-ENGINE OCR AND LLM FRAMEWORK FOR HEALTHCARE APPLICATIONS
5. ACCELERATING PATHOLOGY REPORT DIGITIZATION: A MULTI-ENGINE OCR AND LLM FRAMEWORK FOR HEALTHCARE APPLICATIONS
6. ModaLens: Measuring Image Sensitivity in Report-Conditioned Medical VLMs
7. Corpus Characterization and Inverse Constitutional Fine-Tuning for Style-Aware Radiology Reports
8. From 2D Vision–Language Models to Volumetric Medical AI: Large Language Models and Foundation Models for 3D Medical Imaging
9. MARCUS: An agentic, multimodal vision-language model for cardiac diagnosis and management
10. A framework for extraction of clinical information from radiological mammography reports using large language models and retrieval augmented generation
11. Catellect-VL-2B: A Vision-Language Model for Edge-Based Feline Behavior Understanding
12. Hybrid Stacking Approach for Biomedical Full-Text Classification: Combining ILP with Refinement Operators and Propositional Learners
13. MedDeID enables locally governed clinical-text de-identification from real or synthetic training data
14. STSG-VQA: Evidence-Grounded Temporal Question Answering from Surgical Spatio-Temporal Scene Graphs
15. OntologyBench: Can Dense Retrieval Satisfy Structured Biomedical Constraints?
16. Enhancing Healthcare Search Intent Recognition with Query Representation Learning and Session Context
17. Error Detection for PET/CT Radiology Reports: Domain-Specific vs Large Language Models
18. A multitask framework for automated multi-frame right upper quadrant ultrasound interpretation and clinical decision support
19. Asking the Right Questions: Ontology-Grounded Interpretable Embeddings for Biomedical Text
20. Scientific Domain Knowledge Improves Vision-Language Fundus Models