large-language-models

Documents about large-language-models

• Optimizing Large Language Models: Metrics, Energy Efficiency, and Case Study Insights#139146arXiv (OAI)
• AI-accelerated meta-analysis in psychology: Large language models code study properties with high accuracy.#143082NCBI PubMed Central
• Safety and accuracy follow different scaling laws in clinical large language models#155270arXiv CS
• Revisiting Sentiment Analysis for Software Engineering in the Era of Large Language Models#155463arXiv (OAI)
• Visual information extraction from documents via classification-guided large vision-language models.#156989NCBI PubMed Central
• Attention re-alignment in multimodal large language models via intermediate-layer guidance.#165723NCBI PubMed Central
• Susceptibility of Large Language Models to User-Driven Factors in Medical Queries.#170758NCBI PubMed Central
• Software defect detection using large language models: a literature review#174844Springer Nature OA
• Grid Games: The Power of Multiple Grids for Quantizing Large Language Models#178901arXiv CS
• MILM: Large Language Models for Multimodal Irregular Time Series with Informative Sampling#180666arXiv CS
• The Evolving Role of Large Language Models in Healthcare Research and Scientific Communication.#182329NCBI PubMed Central
• Exploring the System 1 Thinking Capability of Large Reasoning Models#189255arXiv (OAI)
• A Beginner's Guide to Applying Large Language Models in Behavioral Interventions.#189970NCBI PubMed Central
• Evaluating Large Language Models for Transparent Quality-of-Care Measurement in Children with ADHD#191550bioRxiv / medRxiv
• Large language models require a new form of oversight: capability-based monitoring.#193412NCBI PubMed Central
• Rethinking Visual Attribution for Chest X-ray Reasoning in Large Vision Language Models#204816arXiv CS
• CyberMaskQA: A Privacy-Aware Benchmark for Evaluating Large Language Models in Cybersecurity Question Answering#224426arXiv CS
• Beyond Next-Token Prediction: Vector Space Geometry, Structural Transfer, and Emergent Understanding in Large Language Models#240798PhilArchive
• Nudging Civility on Online Social Networks with Large Language Models#242949OSF
• Filtered not mixed: filtering-based online gating for mixture of large language models#248013Ora Oxford University Research
• Perspective: large language models and antimicrobial resistance among migrants: an equity imperative#252000STORRE
• Performance of Large Language Models in the Cognitive Analysis of Misinformation: Evaluation Study.#255181NCBI PubMed Central
• Lense: optimizing data preprocessing in single-cell omics using large language models.#263037NCBI PubMed Central
• Prompt-engineering improves clinical safety of large language models for opioid equipotency conversion#264610bioRxiv / medRxiv
• When Large Language Models Fail in Healthcare: Evaluating Sensitivity to Prompt Variations#266194arXiv CS
• DataEvolver: Automatic Data Preparation for Large Language Models through Multi-Level Self-Evolving#266259arXiv CS
• Streaming Interventions: Can Video Large Language Models Correct Mistakes as They Occur?#267674arXiv CS
• Global trends and emerging frontiers of large language models in cancer research.#269584NCBI PubMed Central
• Evaluating large language models for automated REDCap support ticket triage and response.#269633NCBI PubMed Central
• Empowering Student Debugging in Parallel Programming with Execution Traces and Large Language Models#271773arXiv CS
• AudioDER: A Deduplication-Enhanced Reasoning Dataset for Post-Training Large Audio-Language Models#271876arXiv CS
• Conflict-Aware Federated Fine-Tuning of Large Language Models with Mixture-of-Experts#280152arXiv CS
• Evaluating clinical competencies of large language models with a general practice benchmark.#285295NCBI PubMed Central
• Interpreting Omics Data Analysis with Large Language Models for Disease Target and Drug Discovery#298204bioRxiv / medRxiv
• HyperQuant: A Rate-Distortion-Optimal Quantization Pipeline for Large Language and Diffusion Models#299979arXiv CS
• Configuring large language models to deliver patient-facing explanations of pathology reports.#301697NCBI PubMed Central
• CAVEWOMAN: How Large Language Models Behave Under Linguistic Input and Output Compression#303234arXiv CS
• Input design for unsupervised cross-national branded food database alignment using large language models#303459bioRxiv / medRxiv
• Same Evidence, Different Answer: Auditing Order Sensitivity in Multimodal Large Language Models#307002arXiv CS
• NuclearQAv2: A Structured Benchmark for Evaluating Domain-Science Competence in Large Language Models#310859arXiv CS
• Auditing Framing-Sensitive Behavioral Instability in Large Language Models for Mental Health Interactions#310868arXiv CS
• Evaluating Source-Based Large Language Models for Preclinical Dermatology Education: Comparative Study.#315445NCBI PubMed Central
• Using Large Language Models as Low-Cost Statistical Estimators for Human-Response Data#321883arXiv CS
• Predicting guide dog career success using machine learning and large language models.#327279NCBI PubMed Central
• Improving large language models for clinical named entity recognition via prompt engineering#328701Semantic Scholar
• Modelling Implicit Bias in Gender–Career Associations: A systematic comparison of language models#176910OSF
• Detection of Self-Harm in Electronic Mental Health Records Using Privacy-Preserving Local Language Models: Methodological Study.#267107PubMed
• Benchmarking Large Language Models from Open and Closed Source Models to Apply Data Annotation for Free-Text Criteria in Healthcare.#209726NCBI PubMed Central
• A systematic review of the limitations of large language models in generating healthcare content.#951NCBI PubMed Central
• MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU#2571arXiv CS