language-models

Documents about language-models

• Do Large Language Models Have Emotions?#121596OSF
• WebGen-R1: Incentivizing Large Language Models to Generate Functional and Aesthetic Websites with Reinforcement Learning#124118arXiv CS
• Transparent AI for mathematics: transformer-based large language models for mathematical entity relationship extraction with XAI.#125567NCBI PubMed Central
• Benchmarking Language Models for Clinical Safety: A Primer for Mental Health Professionals#130504Unpaywall
• 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)
• Follow the Flow: On Information Flow Across Textual Tokens in Text-to-Image Models#149246arXiv (OAI)
• RadLite: Multi-Task LoRA Fine-Tuning of Small Language Models for CPU-Deployable Radiology AI#151796arXiv CS
• EyeMulator: Improving Code Language Models by Mimicking Human Visual Attention#153122arXiv (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)
• Multi-Stream LLMs: Unblocking Language Models with Parallel Streams of Thoughts, Inputs and Outputs#178872arXiv CS
• A Hardware-Aware, Per-Layer Methodology for Post-Training Quantization of Large Language Models#187335arXiv CS
• Can Vision Language Models Be Adaptive in Mathematics Education? A Learner Model-based Rubric Study#192420arXiv CS
• What Does the AI Doctor Value? Auditing Pluralism in the Clinical Ethics of Language Models#200519arXiv 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
• Is Capability a Liability? More Capable Language Models Make Worse Forecasts When It Matters Most#216870arXiv CS
• AI-driven Medical Care: Evaluation of Large Language Models in Generating Personalized Stroke Education Materials.#218945NCBI PubMed Central
• Vedixa: Offline Adaptive Tutoring via Separated Curriculum Processing and Runtime Interaction Using Local Language Models#221958OSF
• Comparing prognostic performance and reasoning between large language models and physicians#222362bioRxiv / medRxiv
• Debiased Negative Mining Improves Out-of-distribution Detection with Pre-trained Vision-Language Models#222586arXiv CS
• Capability and Robustness Cannot Both Be Free: An Information-Theoretic Bound for Vision-Language-Action Models#224395arXiv CS
• 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
• How's it going? Reinforcement learning in language models recruits a functional welfare axis#238611arXiv CS
• Beyond 3D VQAs: Injecting 3D Spatial Priors into Vision-Language Models for Enhanced Geometric Reasoning#238658arXiv CS
• 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
• Advancing Context-Aware Detection of Socially Harmful Discourse Using Transformer-Based Models#176221DigitalCommons@USU
• Using large language models to create lexicons for interpretable text models with high content validity: the Suicide Risk Lexicon#196172OSF
• Advances and Challenges in Retrieval-Augmented Generation Models for Knowledge-Driven NLP Tasks#210173Zenodo (CERN)
• 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
• VisPCO: Visual Token Pruning Configuration Optimization via Budget-Aware Pareto-Frontier Learning for Vision-Language Models#19051arXiv CS
• Emergent Signs of Consciousness in Large Language Models:  A Phenomenological and Physics-Informed Neural Network Analysis of Qualia Dynamics#82553PhilArchive