large-language-models

Documents about large-language-models

• Walking Through Uncertainty: An Empirical Study of Uncertainty Estimation for Audio-Aware Large Language Models#141488arXiv CS
• Navigating the precision gap: A critical perspective on large language models for pancreatic cyst management.#146147NCBI PubMed Central
• ELAS: Efficient Pre-Training of Low-Rank Large Language Models via 2:4 Activation Sparsity#155315arXiv CS
• Self-regulating the use of large language models in clinical practice: a risk-stratified approach.#161902NCBI PubMed Central
• Fill the GAP: A Granular Alignment Paradigm for Visual Reasoning in Multimodal Large Language Models#178891arXiv CS
• A CAP-like Trilemma for Large Language Models: Correctness, Non-bias, and Utility under Semantic Underdetermination#178957arXiv CS
• GRASP: Gene-relation adaptive soft prompt for scalable and generalizable gene network inference with large language models#180161bioRxiv / medRxiv
• User Reviews as a Source for Usability Requirements: A Precursor Study on Using Large Language Models#180734arXiv CS
• Data-driven differentiation analysis of urban high-tech industries: Research on bibliometrics and large language models.#189922NCBI PubMed Central
• Open-Source Large Language Models and AI Health Equity: A Health Service Triangle Model Perspective.#189987NCBI PubMed Central
• DebiasRAG: A Tuning-Free Path to Fair Generation in Large Language Models through Retrieval-Augmented Generation#192398arXiv CS
• Acoustic Interference: A New Paradigm Weaponizing Acoustic Latent Semantic for Universal Jailbreak against Large Audio Language Models#200383arXiv CS
• AI-supported Metadata Annotation of PILOT Data Sets#206008InvenioRDM
• DG-LLM: Decomposition-based dynamic graph adaptation of large language models for spatiotemporal traffic forecasting.#209245NCBI PubMed Central
• Concerns of Using Large Language Models in Health Care Research and Practice: Umbrella Review.#209454NCBI PubMed Central
• A Scalable Method for Validated Data Extraction from Electronic Health Records with Large Language Models#222343bioRxiv / medRxiv
• Who labels best? Radiologists, rules, or large language models for CT reports on pulmonary embolism.#239678NCBI PubMed Central
• Precision Grounding: augmenting large language models with evidence-based databases for trustworthy genetic variant summarization.#244253NCBI PubMed Central
• Evaluating large language models for endodontic case difficulty assessment: accuracy, consistency, temporal stability, and agreement.#258270NCBI PubMed Central
• From algorithms to empathy: can large language models effectively answer patients' questions in restorative dentistry?#258283NCBI PubMed Central
• Comparative evaluation of handwriting recognition by large language models (LLMs) in interpreting handwritten medication lists.#266947NCBI PubMed Central
• FusionRS: A Large-Scale RGB-Infrared Remote Sensing Dataset for Dual-Modal Vision-Language Foundation Models#280188arXiv CS
• Large language models for post-discharge follow-up in erectile dysfunction care: a narrative review.#280952NCBI PubMed Central
• Automating the quality monitoring of a hospital discharge summary improvement project utilising large language models.#285297NCBI PubMed Central
• Benchmarking the Personalization Capabilities of Large Language Models#286152OSF
• Multi-modal action understanding: Datasets, benchmarks and models#288343Infoscience
• The application of large language models in orthopedic postgraduate education: potentials, challenges, and future prospects.#288924NCBI PubMed Central
• SelfCheck-Eval: A multi-module framework for zero-resource hallucination detection in large language models.#297476NCBI PubMed Central
• Calibration of Self-Reported Confidence and Accuracy of Large Language Models in Medical Question Answering.#320488NCBI PubMed Central
• Performance and usability of retrieval-augmented large language models for stroke patient and caregiver support.#320596NCBI PubMed Central
• Applications, Challenges, and Future Directions of Large Language Models in Health Care Communication: Scoping Review.#320608NCBI PubMed Central
• An Empirical Evaluation of Prompt Injection Vulnerabilities in Large Language Models Across Multilingual and Obfuscated Attack Scenarios#321758arXiv CS
• Screening for Missed Opportunities for Diagnosis in the ED Using eTriggers and Large Language Models.#326936NCBI PubMed Central
• AI-Driven Clinical Decision Support System: Leveraging Large Language Models and Privacy-Preserving Technologies for Enhanced Triage and Disease Detection#219370OpenMETU
• M4CXR: Exploring Multi-task Potentials of Multi-modal Large Language Models for Chest X-ray Interpretation#152994arXiv (OAI)
• Toward Automating the Summarization of Cancer Pathology Reports Using Large Language Models to Improve Clinical Usability.#713NCBI PubMed Central
• Investigating expectations and needs regarding the use of large language models at Bavarian university clinics.#841NCBI PubMed Central
• An empirical study of LoRA-based fine-tuning of large language models for automated test case generation#2695arXiv CS
• ClinicRealm: Re-evaluating large language models with conventional machine learning for non-generative clinical prediction tasks.#14927NCBI PubMed Central
• Understanding the Benefits and Challenges of Deploying Conversational AI Leveraging Large Language Models for Public Health Intervention#15310Semantic Scholar
• Improving package annotation in metabolomics and proteomics via robust, ontology-driven LLM integration#15790OSF
• AI Revolutionizing the Art of Theological Hermeneutics: Reimagining Large Language Models Through Serres's Theory of Angels#72548PhilArchive
• The Genie in the Lamp or Simondonian Individuation in the Light of Large Language Models iss. 2025‑09‑07#75188PhilArchive
• Beyond Consciousness in Large Language Models: An Investigation into the Existence of a "Soul" in Self-Aware Artificial Intelligences#75505PhilArchive
• Publish with AUTOGEN or Perish? Some Pitfalls to Avoid in the Pursuit of Academic Enhancement via Personalized Large Language Models#108993PhilArchive
• Psychiatry's Blind Spot: Independent Use of General-Purpose Large Language Models by Individuals With Psychopathology.#123376PubMed
• MM-MoralBench: A MultiModal Moral Evaluation Benchmark for Large Vision-Language Models#128337arXiv (OAI)
• Accelerating real-world data collection using large language models in rare neoplasms: a bone sarcoma example.#136103PubMed
• Benchmarking Large Vision-Language Models on Fine-Grained Image Tasks: A Comprehensive Evaluation#139152arXiv (OAI)
• FDM-Bench: A Comprehensive Benchmark for Evaluating Large Language Models in Additive Manufacturing Tasks#144238arXiv (OAI)