language-models

Documents about language-models

• A novel system for strengthening security in large language models against hallucination and injection attacks with effective strategies#20534DOAJ
• MedUncertainVLM: Multi-Modal Uncertainty Quantification in Vision-Language Models for Clinical Documentation#179769DigitalCommons@Kennesaw State University
• COMIC: Reference-Aware Safety Gating for Multimodal Large Language Models#226447DigitalCommons@Kennesaw State University
• BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models#16564Semantic Scholar
• Revisiting Epistemic Markers in Confidence Estimation: Can Markers Accurately Reflect Large Language Models' Uncertainty?#139174arXiv (OAI)
• Do LLMs Overthink Basic Math Reasoning? Benchmarking the Accuracy-Efficiency Tradeoff in Language Models#160912arXiv (OAI)
• Token-Level Density-Based Uncertainty Quantification Methods for Eliciting Truthfulness of Large Language Models#177037arXiv (OAI)
• Agentic Control in Variational Language Models#13116arXiv CS
• Diffusion Language Models for Speech Recognition#14019arXiv CS
• Large language models encode clinical knowledge#16565Semantic Scholar
• Teaching Large Language Models to Self-Debug#16590Semantic Scholar
• Large Language Models are not Fair Evaluators#16600Semantic Scholar
• LaMP: When Large Language Models Meet Personalization#16620Semantic Scholar
• Explainability for Large Language Models: A Survey#16641Semantic Scholar
• Learning Video Representations from Large Language Models#16653Semantic Scholar
• Benchmarking Large Language Models for News Summarization#16658Semantic Scholar
• Defining Knowledge: Bridging Epistemology and Large Language Models#75851PhilArchive
• Classifying Genetic Essentialist Biases using Large Language Models#76980PhilArchive
• Understanding and Semantics. A Philosophical Analysis of Language Models#81190PhilArchive
• Intelligence, Consciousness, and the Philosophical Challenge of Large Language Models#82174PhilArchive
• Reviving the Philosophical Dialogue with Large Language Models#100245PhilArchive
• The Case for Consciousness in Current Frontier Large Language Models#105844PhilArchive
• Internal Stabilization Framework for Reducing Hallucination in Large Language Models#108261PhilArchive
• AI language models cannot replace human research participants#109379PhilArchive
• From Chinese Room to Language Models: Contact, Consequence, and Understanding#110296PhilArchive
• Large Language Models Explore by Latent Distilling#147158Papers With Code
• Information Theoretic Adversarial Training of Large Language Models#160754arXiv CS
• Artificial Aphasias in Lesioned Language Models#196440arXiv CS
• Comparative Analysis of Large Language Models for Annotating Mobile User Interfaces#231855KFUPM ePrints
• Distilling the Complexity of Agent-Based Simulations Into Textual Explanations via Large Language Models#121861HAL (France)
• Hierarchy of Personas: Investigating Variation in Synthetic LGBTQ-Related Survey Responses by Persona-Prompted Large Language Models#162959OSF
• Sanitizing manufacturing dataset labels using vision-language models#214956Digital Commons @ Michigan Tech
• Exploring Large Language Models for Trustworthy Use: Insights from Research and Development#219213ODU Digital Commons
• Diagnostic accuracy of multimodal large language models in differentiating epileptic from functional seizures in smartphone recorded videos#5500Europe PMC
• Two Geneses of Cognition Beyond Classical AI: A Conceptual Framework for Language-First Cognitive Emergence in Large Language Models#115185PhilArchive
• RiTeK: A Dataset for Large Language Models Complex Reasoning over Textual Knowledge Graphs in Medicine#139094arXiv (OAI)
• Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments#144343arXiv (OAI)
• VocabTailor: Dynamic Vocabulary Selection for Downstream Tasks in Small Language Models#153119arXiv (OAI)
• Model Internal Sleuthing: Finding Lexical Identity and Inflectional Features in Modern Language Models#158725arXiv (OAI)
• AdaComp: Extractive Context Compression with Adaptive Predictor for Retrieval-Augmented Large Language Models#173219arXiv (OAI)
• Language Models Might Not Understand You: Evaluating Theory of Mind via Story Prompting#173317arXiv (OAI)
• Large Language Models Are Effective Human Annotation Assistants, But Not Good Independent Annotators#177042arXiv (OAI)
• Using Large Language Models and Knowledge Graphs to Improve the Interpretability of Machine Learning Models in Manufacturing#31301arXiv CS
• Phantasia: Context-Adaptive Backdoors in Vision Language Models#2650arXiv CS
• Why Do Large Language Models Generate Harmful Content?#10398arXiv CS
• Screening cognitive assessments (MMSE, CDT, MoCA) of eight large language models#16303OSF
• Large Language Models Are Human-Level Prompt Engineers#16578Semantic Scholar
• Large Language Models Cannot Self-Correct Reasoning Yet#16597Semantic Scholar
• OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models#16611Semantic Scholar
• Visual Classification via Description from Large Language Models#16640Semantic Scholar