large-language-models

Documents about large-language-models

• Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation#177047arXiv (OAI)
• Compact large language models for title and abstract screening in systematic reviews. An assessment of feasibility, accuracy, and workload reduction#185608IRIS
• When Does Instruction Tuning Work in Biomedical NLP? A Structural, Task-Aware, and Safety-Critical Evaluation of Large Language Models#293700İzmir Yüksek Teknoloji Enstitüsü
• CCA Reimagined: An Exploratory Study of Large Language Models for Congestion Control#2523arXiv CS
• Demystifying OPD: Length Inflation and Stabilization Strategies for Large Language Models#2582arXiv CS
• Zero-shot interpretable biomedical literature appraisal with generative large language models.#4359NCBI PubMed Central
• Large Language Models Generate Harmful Content Using a Distinct, Unified Mechanism#5943arXiv CS
• Large language models and conditional rules in clinical decision support systems.#9727PubMed
• Automated Generation of Cybersecurity Response Playbooks via Large Language Models#11186Crossref
• Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling#16572Semantic Scholar
• SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models#16586Semantic Scholar
• WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct#16595Semantic Scholar
• High-throughput Generative Inference of Large Language Models with a Single GPU#16608Semantic Scholar
• LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion#16623Semantic Scholar
• Large Language Models Are State-of-the-Art Evaluators of Translation Quality#16634Semantic Scholar
• DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models#16639Semantic Scholar
• The Effect of Sampling Temperature on Problem Solving in Large Language Models#16652Semantic Scholar
• Performance of Enhanced Large Language Models on Prosthodontic Multiple-Choice Questions.#18494NCBI PubMed Central
• Hijacking Large Audio-Language Models via Context-Agnostic and Imperceptible Auditory Prompt Injection#18959arXiv CS
• The Agnostic Meaning Substrate (AMS): A Theoretical Framework for Emergent Meaning in Large Language Models#75770PhilArchive
• No Red Lines: The Impossibility of Formal Safety Guarantees in Large Language Models V2.0#80379PhilArchive
• Exploring the Role of Large Language Models in Automated Code Review and Software Quality Enhancement#82737PhilArchive
• Would you pass the Turing Test? Mirroring human intelligence with large language models#83363PhilArchive
• Ethical Risks in Deploying Large Language Models: An Evaluation of Medical Ethics Jailbreaking#85719PhilArchive
• AI Enters Public Discourse: a Habermasian Assessment of the Moral Status of Large Language Models#94979PhilArchive
• Using large language models for embodied planning introduces systematic safety risks#120522arXiv CS
• Adaptive diagnostic reasoning framework for pathology with multimodal large language models.#123102NCBI PubMed Central
• Evaluation of large language models in medical examinations: A scoping review protocol.#125238NCBI PubMed Central
• Transient Turn Injection: Exposing Stateless Multi-Turn Vulnerabilities in Large Language Models#126550arXiv CS
• Introducing Background Temperature to Characterise Hidden Randomness in Large Language Models#134566arXiv CS
• Using Large Language Models for Black-Box Testing of FMU-Based Simulations#141555arXiv CS
• Fragile Preferences: A Deep Dive Into Order Effects in Large Language Models#141761arXiv (OAI)
• How Can Large Language Models Improve Health Research Skills: A Perspective Study.#145936NCBI PubMed Central
• SmartSport: crowd counting meets large language models for smart facility management.#150186NCBI PubMed Central
• Reproducibility and Robustness of Large Language Models for Mobility Functional Status Extraction#152651bioRxiv / medRxiv
• Fairness Testing of Large Language Models in Role-Playing#158647arXiv (OAI)
• A critical analysis of MBTI-based personality profiling with large language models.#159964NCBI PubMed Central
• Exploring the Potential of Large Language Models (LLMs)in Learning on Graphs#161112Semantic Scholar
• UniSD: Towards a Unified Self-Distillation Framework for Large Language Models#168321arXiv CS
• Adaptive Multi-Subspace Representation Steering for Attribute Alignment in Large Language Models#173343arXiv (OAI)
• OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning#177299Semantic Scholar
• ORCE: Order-Aware Alignment of Verbalized Confidence in Large Language Models#178873arXiv CS
• Revealing the intrinsic ethical vulnerability of aligned large language models.#186212NCBI PubMed Central
• Sentiment Analysis in the Era of Large Language Models: A Reality Check#196245Semantic Scholar
• Breaking Modality Heterogeneity in Low-Bit Quantization for Large Vision-Language Models#204835arXiv CS
• Large Language Models in Clinical Trial Recruitment: Sociotechnical and Economic Framework Development Study.#213950NCBI PubMed Central
• Prompt injection attacks on educational large language models for higher and vocational education.#214210NCBI PubMed Central
• Designing Patient-Centered Communication Aids in Pediatric Surgery Using Large Language Models.#222857NCBI PubMed Central
• Squeezing Capacity from Multimodal Large Language Models for Subject-driven Generation#224493arXiv CS
• Learning When to Think While Listening in Large Audio-Language Models#229497arXiv CS