language-models

Documents about language-models

• Revisiting Compositionality in Dual-Encoder Vision-Language Models: The Role of Inference#10366arXiv CS
• General365: Benchmarking General Reasoning in Large Language Models Across Diverse and Challenging Tasks#10382arXiv CS
• Intersectional Sycophancy: How Perceived User Demographics Shape False Validation in Large Language Models#10402arXiv CS
• Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe#13077arXiv CS
• Adaptive Conformal Prediction for Improving Factuality of Generations by Large Language Models#14021arXiv CS
• Large Language Models to Enhance Business Process Modeling: Past, Present, and Future Trends#14055arXiv CS
• LLMs in Genetics MCQs#14463DataCite
• Extracting International Classification of Diseases Codes from Clinical Documentation Using Large Language Models.#14987NCBI PubMed Central
• H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models#16593Semantic Scholar
• Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agent#16622Semantic Scholar
• Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning#16625Semantic Scholar
• FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance#16632Semantic Scholar
• XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models#16638Semantic Scholar
• Causal Reasoning and Large Language Models: Opening a New Frontier for Causality#16644Semantic Scholar
• Aggregate benchmark scores obscure patient safety implications of errors across frontier language models#29744bioRxiv / medRxiv
• SPINE: A Benchmark for Measuring the Epistemic Backbone of Large Language Models#68432DataCite
• Clarity - Dataset#68481DataCite
• Clarity - Dataset#68482DataCite
• Generics are not quantificational: A new path from language models to semantic theory#74326PhilArchive
• Just copy-paste me! Assessing the risks of epistemic dependence on Large Language Models#74800PhilArchive
• Can large language models help solve the cost problem for the right to explanation?#93453PhilArchive
• The Structural Resonance Loop: How Human Linguistic Form Shapes and Is Shaped by Large Language Models#94387PhilArchive
• Large Language Models and Problem of Genuine Thought: An Identity Theory Evaluation of LLM Ontological Status#101914PhilArchive
• Temporal Difference Calibration in Sequential Tasks: Application to Vision-Language-Action Models#124076arXiv CS
• Leveraging Large Language Models for Accurate AO Fracture Classification from CT Text Reports.#135874NCBI PubMed Central
• An Information-Geometric Framework for Stability Analysis of Large Language Models under Entropic Stress#138844arXiv CS
• SmileyLlama: Modifying Large Language Models for Directed Chemical Space Exploration#139090arXiv (OAI)
• 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
• Training language models to be warm can reduce accuracy and increase sycophancy.#148208NCBI 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 Adversarial Attack on Vision-Language Models for Autonomous Driving#155515arXiv (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
• DP-LAC: Lightweight Adaptive Clipping for Differentially Private Federated Fine-tuning of Language Models#175131arXiv CS
• CapVector: Learning Transferable Capability Vectors in Parametric Space for Vision-Language-Action Models#175446Papers With Code
• 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
• Prediction of antibody non-specificity using protein language models and biophysical parameters.#239685NCBI PubMed Central
• Beyond Next-Token Prediction: Vector Space Geometry, Structural Transfer, and Emergent Understanding in Large Language Models#240798PhilArchive