large-language-models

Documents about large-language-models

• Learning to Route Queries to Heads for Attention-based Re-ranking with Large Language Models#138970arXiv CS
• Efficient Black-Box Fault Localization for System-Level Test Code Using Large Language Models#139192arXiv (OAI)
• DGLight: DQN-Guided GRPO Fine-Tuning of Large Language Models for Traffic Signal Control#141511arXiv CS
• UltraReporter for transforming spoken diagnostic cues into structured ultrasound reports with large language models.#146174NCBI PubMed Central
• AI-accelerated meta-analysis in psychology: Large language models code study properties with high accuracy#146579OSF
• SPaCe: Unlocking Sample-Efficient Large Language Models Training With Self-Pace Curriculum Learning#147138arXiv (OAI)
• Asking the Right Questions: Benchmarking Large Language Models in the Development of Clinical Consultation Templates.#154235NCBI PubMed Central
• A multicenter multifunctional assessment of large language models in pure-tone audiogram interpretation for patients.#154356NCBI PubMed Central
• Reproducibility and Robustness of Large Language Models for Mobility Functional Status Extraction#156690Unpaywall
• CIViC MCP: Integrating Large Language Models with the Clinical Interpretations of Variants in Cancer#158248bioRxiv / medRxiv
• Evaluating the Reliability of Multiple Large Language Models in Risk Assessment: A CIS Controls Based Approach#160753arXiv CS
• Not Homogenization but Bifurcation: Large Language Models as Cognitive Amplifiers (The AI-Induced Subjectivity Crisis Series, Paper 7)#164988PhilArchive
• DRP: Distilled Reasoning Pruning with Skill-aware Step Decomposition for Efficient Large Reasoning Models#173294arXiv (OAI)
• A Hardware-Aware, Per-Layer Methodology for Post-Training Quantization of Large Language Models#187335arXiv CS
• Mechanistic indicators of understanding in large language models#203578Springer Nature OA
• Divine LLaMAs: Bias, stereotypes, stigmatization, and emotion representation of religion in large language models#203982PhilArchive
• AI-driven Medical Care: Evaluation of Large Language Models in Generating Personalized Stroke Education Materials.#218945NCBI PubMed Central
• Comparing prognostic performance and reasoning between large language models and physicians#222362bioRxiv / medRxiv
• Security in the Fine-Tuning Lifecycle of Large Language Models: Threats, Defenses,Evaluation, and Future Directions#224415arXiv CS
• Mapping the landscape of behavioral reinforcement learning research#228466OSF
• Application of Sparse Autoencoders to Enhance Mechanistic Interpretability of Large Language Models in Medicine.#236014NCBI PubMed Central
• Verification and execution of the scientific literature via chemputation augmented by large language models.#242302NCBI PubMed Central
• Observer-Dependent Nature of Large Language Models — An Examination of Grok through the Lens of Load Minimization Theory —#243059PhilArchive
• Opportunities and risks of large language models in digital interventions for substance use disorders.#262890NCBI PubMed Central
• Performance of Vision-Enabled Large Language Models in Image-Based Electrocardiogram Interpretation: Exploratory Evaluation.#262932NCBI PubMed Central
• AlignFed: Alignment-Aware Asynchronous Federated Fine-Tuning for Large Language Models in Heterogeneous Edge Environments#267628arXiv CS
• Large language models for optimizing clinical trial recruitment in ICUs: application to ventilator-induced diaphragm dysfunction#274012HAL (France)
• Performance comparison of large language models for medication counseling in people living with HIV.#281146NCBI PubMed Central
• The use and methodological reporting of large language models in qualitative research: a scoping review.#284871NCBI PubMed Central
• Benchmarking clinical knowledge and multi-modal reasoning of large language models in liver cirrhosis.#289006NCBI PubMed Central
• Prompt Injection in Automated Résumé Screening with Large Language Models: Single and Multi-Injection Settings#310844arXiv CS
• Robust Harmful Features Under Jailbreak Attacks: Mechanistic Evidence from Attention Head Specialization in Large Language Models#319615arXiv CS
• The imperative for regulatory oversight of large language models (or generative AI) in healthcare#328699Semantic Scholar
• Transforming the Voice of the Customer: Large Language Models for Identifying Customer Needs#128351arXiv (OAI)
• Growing a Multi-head Twig via Distillation and Reinforcement Learning to Accelerate Large Vision-Language Models#131299arXiv (OAI)
• Disease Risk Prediction Using Structured EHR Data: Can Generalist Large Language Models Match Specialized Clinical Foundation Models? A Comparative Evaluation with Fine-Tuning#241507bioRxiv / medRxiv
• Dataset curator model for improving classification task capabilities of large language models#321274Animo Repository
• Natural Language Programming: Rethinking Language, Memory, and Cognition in the Era of Generative AI#293793Zenodo (CERN)
• HCBfT: A High-Cognitive Benchmark for Evaluating Large Language Models in Turkish#151620OSF
• Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt Injection#5910arXiv CS
• Evaluation of the Performance of Advanced Large Language Models in Laboratory Medicine Using Residency Examinations.#9122NCBI PubMed Central
• LLM-Enhanced Log Anomaly Detection: A Comprehensive Benchmark of Large Language Models for Automated System Diagnostics#13168arXiv CS
• Character Beyond Speech: Leveraging Role-Playing Evaluation in Audio Large Language Models via Reinforcement Learning#14048arXiv CS
• Towards Fine-grained Temporal Perception: Post-Training Large Audio-Language Models with Audio-Side Time Prompt#14079arXiv CS
• OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation#16603Semantic Scholar
• Emergent Signs of Consciousness in Large Language Models:  A Phenomenological and Physics-Informed Neural Network Analysis of Qualia Dynamics#82553PhilArchive
• Narrative Control in the Age of AI Search: A Methodology for Optimizing Academic Profiles in Large Language Models#108213PhilArchive
• Human direction drives creativity with large language models#136467OSF
• Automating Categorization of Scientific Texts with In-Context Learning and Prompt-Chaining in Large Language Models#139016arXiv CS
• Co-designing animated videos to explain large language models and their use in healthcare and research.#140691NCBI PubMed Central