large-language-models

Documents about large-language-models

• An Empirical Study on Influence-Based Pretraining Data Selection for Code Large Language Models#2681arXiv CS
• Knowledge database development by large language models for countermeasures against viruses and marine toxins#2792arXiv CS
• Intelligent Support for Radiotherapy: A Review of Clinical Applications for Large Language Models.#9373NCBI PubMed Central
• Critical-CoT: A Robust Defense Framework against Reasoning-Level Backdoor Attacks in Large Language Models#10278arXiv CS
• An Engineering Journey Training Large Language Models at Scale on Alps: The Apertus Experience#13054arXiv CS
• CLASP: Class-Adaptive Layer Fusion and Dual-Stage Pruning for Multimodal Large Language Models#13147arXiv CS
• Trust the Tech: Clinical Judgement Meets Large Language Models (AI for ATs)#13302DataCite
• Trust the Tech: Clinical Judgement Meets Large Language Models (AI for ATs)#13303DataCite
• An Engineering Journey Training Large Language Models at Scale on Alps: The Apertus Experience#14000arXiv CS
• From Anchors to Supervision: Memory-Graph Guided Corpus-Free Unlearning for Large Language Models#14072arXiv CS
• A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions#16571Semantic Scholar
• LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models#16630Semantic Scholar
• Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding#16645Semantic Scholar
• LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models#16655Semantic Scholar
• From Study Design to Executable Code: Automating Target Trial Emulation with Large Language Models#18855bioRxiv / medRxiv
• Compressing Sequences in the Latent Embedding Space: $K$-Token Merging for Large Language Models#19053arXiv CS
• Enhancing Large Language Models with Retrieval Augmented Generation for Software Testing and Inspection Automation#19071arXiv CS
• Sketching the Readout of Large Language Models for Scalable Data Attribution and Valuation#31264arXiv CS
• The Relational Formation of Possibility: Recursive Determination and the Hidden Logic of Large Language Models (LLMs)#72832PhilArchive
• An Analysis of Backpropagation in Large Language Models Through the Lens of the Universal Laws of Nature#74504PhilArchive
• Empirical Investigation of Affective Processing and Social Cognition in Large Language Models: Evidence from Involuntary Linguistic Markers#76264PhilArchive
• Structural Cognition, Thought-nets, and the Limits of Large Language Models An Axiomatic Theory of Understanding and Thinking#81489PhilArchive
• Persistent Internal Standpoints in Artificial Systems: Part 9 - Large Language Models and the Absence of Standpoint#102320PhilArchive
• Large Language Models Outperform Humans in Fraud Detection and Resistance to Motivated Investor Pressure#124096arXiv CS
• Nemobot Games: Crafting Strategic AI Gaming Agents for Interactive Learning with Large Language Models#126546arXiv CS
• FeatEHR-LLM: Leveraging Large Language Models for Feature Engineering in Electronic Health Records#134553arXiv CS
• Responsible use of large language models in gastroenterology and hepatology#138314Unpaywall
• Exploring the application of large language models in coding the experiencing scale (EXP).#138565NCBI PubMed Central
• LLM-CEG: Extending the Classification Error Gauge Framework for Privacy Auditing of Large Language Models#138851arXiv CS
• Evaluating Large Language Models for Food Supplement Development: A Case Study in Glycemic Control.#140802NCBI PubMed Central
• R-CoT: A Reasoning-Layer Watermark via Redundant Chain-of-Thought in Large Language Models#141427arXiv CS
• Scalable medication extraction and discontinuation identification from electronic health records using large language models.#145928NCBI PubMed Central
• Logo-LLM: Local and Global Modeling with Large Language Models for Time Series Forecasting#147089arXiv (OAI)
• Enhancing Medical Knowledge in Large Language Models via Supervised Continued Pretraining on Clinical Notes#151590bioRxiv / medRxiv
• Are Decoder-Only Large Language Models the Silver Bullet for Code Search?#158645arXiv (OAI)
• A comparative analysis of privacy-preserving large language models for automated echocardiography report analysis.#159924NCBI PubMed Central
• Practical and ethical challenges of large language models in education: A systematic scoping review#161110Semantic Scholar
• LLM-generated possibilities increase blame attribution#171040OSF
• Towards Automated Air Traffic Safety Assessment Around Non-Towered Airports Using Large Language Models#178920arXiv CS
• Inducing Overthink: Hierarchical Genetic Algorithm-based DoS Attack on Black-Box Large Language Reasoning Models#180581arXiv CS
• Policy-Grounded Safety Evaluation of 20 Large Language Models#183283arXiv (OAI)
• Octopus: History-Free Gradient Orthogonalization for Continual Learning in Multimodal Large Language Models#187333arXiv CS
• A Cross-Modal Prompt Injection Attack against Large Vision-Language Models with Image-Only Perturbation#196404arXiv CS
• Large Language Models in Colorectal Cancer Care and Clinical Decision Support: Systematic Review.#218845NCBI PubMed Central
• What Does the Server See? Understanding Privacy Leakage from Large Language Models in Split Inference#222556arXiv CS
• Evaluating large language models for diagnostic reasoning from unstructured clinical narratives in epilepsy.#222902NCBI PubMed Central
• Efficient training of large language models on distributed infrastructures: a survey#248724Springer Nature OA
• Enhancing the capabilities of large language models for API calls through knowledge graphs.#258448NCBI PubMed Central
• Autonomy, Adolescents, and Artificial Intelligence#263572OSF
• Empirical Evaluation of Large Language Models for Migration of Code Fragments to Post-Quantum Cryptography#266109arXiv CS