large-language-models

Documents about large-language-models

• Beyond Summaries: Structure-Aware Labeling of Code Changes with Large Language Models#229571arXiv CS
• Synthesizing Inductive Invariants for Distributed Protocols via IC3 and Large Language Models#229595arXiv CS
• Large Language Models for Clinical Narrative Processing: Methods, Applications, and Challenges.#236018NCBI PubMed Central
• Automated RECIST tumor response classification through prompt-guided large language models.#239663NCBI PubMed Central
• The application of large language models in bariatric surgery: A scoping review.#265211NCBI PubMed Central
• Collaborative Large and Small Language Models for Accurate and Scalable Data Repair#282893arXiv CS
• Signature filtering: a lightweight enhancement for statistical watermark detection in large language models#287072arXiv CS
• Leveraging large language models to maintain a branded food product database.#288677NCBI PubMed Central
• Apparent Psychological Profiles of Large Language Models are Largely a Measurement Artifact#290636arXiv CS
• From RAG to Memory: Non-Parametric Continual Learning for Large Language Models#292669Papers With Code
• POTracker: Optimizing Large Language Models for Standard-Compliant Power Outage Report Generation#299971arXiv CS
• Natural Identifiers for Privacy and Data Audits in Large Language Models#303210arXiv CS
• CodeChat-Eval: Evaluating Large Language Models in Multi-Turn Code Refinement Dialogues#307074arXiv CS
• Fog Computing and Large Language Models: A vision for the mutual beneficiaries#321806arXiv CS
• Curvature-Guided Module Localization for Low-Rank Detoxification of Backdoored Large Language Models#324841arXiv CS
• Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models#328697Semantic Scholar
• Optimization of University Counseling Consent Forms With Large Language Models: Multidimensional Comparative Evaluation.#9507PubMed
• PaceLLM: Brain-Inspired Large Language Models for Long-Context Understanding#131344arXiv (OAI)
• LaMI: Augmenting Large Language Models via Late Multi-Image Fusion#139076arXiv (OAI)
• Scale matters: Large language models with billions (rather than millions) of parameters better match neural representations of natural language#267870bioRxiv / medRxiv
• A Methodological Guide on Using Large Language Models for Text Annotation in the Social Sciences and Humanities with Python and R#236872OSF
• Artificial Intelligence and Natural Language Processing in Healthcare: A Survey of Large Language Models, Sentiment Analysis, and Graph-Based Methods#31500DataCite
• A closer look at how large language models trust humans: patterns and biases#144276arXiv (OAI)
• MulDimIF: A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models#144286arXiv (OAI)
• AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization#158686arXiv (OAI)
• SafeMERGE: Preserving Safety Alignment in Fine-Tuned Large Language Models via Selective Layer-Wise Model Merging#160867arXiv (OAI)
• CIAO - Code In Architecture Out - Automated Software Architecture Documentation with Large Language Models#2663arXiv 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
• SPINE: A Benchmark for Measuring the Epistemic Backbone of Large Language Models#68432DataCite
• Clarity - Dataset#68481DataCite
• Clarity - Dataset#68482DataCite
• 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
• 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)