language-models

Documents about language-models

• Large Language Models for Agentic NetOps and AIOps: Architectures, Evaluation, and Safety#180609arXiv CS
• Learning POMDP World Models from Observations with Language-Model Priors#180661arXiv CS
• (How) Do Large Language Models Understand High-Level Message Sequence Charts?#180688arXiv CS
• Large Language Models in the Travel Domain: An Industrial Experience#185529IRIS
• Defenses at Odds: Measuring and Explaining Defense Conflicts in Large Language Models#187247arXiv CS
• On the Cultural Anachronism and Temporal Reasoning in Vision Language Models#187352arXiv CS
• Historical Meme Profiles and Legal Language Models for Appellate Vote Alignment Prediction#188980Zenodo (CERN)
• Ablating Safety: Mechanisms for Removing Alignment in Language Models for Security Applications#200403arXiv CS
• Introduction to Deep Learning: Neural Networks, Large Language Models and Agentic AI#204210PhilArchive
• More than Chatbots: Multimodal Large Language Models in geisteswissenschaftlichen Workflows#211570Open Access LMU
• Forgetting in Language Models: Capacity, Optimization, and Self-Generated Replay#224496arXiv CS
• SEC-bench Pro: Can Language Models Solve Long-Horizon Software Security Tasks?#229440arXiv CS
• Unlocking the Working Memory of Large Language Models for Latent Reasoning#238639arXiv CS
• Usability Analysis of Configurator User Interfaces with Multimodal Large Language Models#241566arXiv CS
• Automating Reproducibility Checks Using Large Language Models#248124OSF
• Prediction of antibody non-specificity using protein language models and biophysical parameters.#236548PubMed
• Quantifying and Improving the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data#173258arXiv (OAI)
• Identifying the Achilles' Heel: An Iterative Method for Dynamically Uncovering Factual Errors in Large Language Models#179052arXiv (OAI)
• Beyond the Leaderboard: Rethinking Medical Benchmarks for Large Language Models#179214arXiv (OAI)
• Identifying the Achilles' Heel: An Iterative Method for Dynamically Uncovering Factual Errors in Large Language Models#179250arXiv (OAI Expanded)
• Identifying the Achilles' Heel: An Iterative Method for Dynamically Uncovering Factual Errors in Large Language Models#179645arXiv
• Identifying the Achilles' Heel: An Iterative Method for Dynamically Uncovering Factual Errors in Large Language Models#180507arXiv Biology
• Compact large language models for title and abstract screening in systematic reviews. An assessment of feasibility, accuracy, and workload reduction#185608IRIS
• Improving Fairness on Semantic Segmentation Using Large Language Models#169459ODU Digital Commons
• Disease Risk Prediction Using Structured EHR Data: Can Generalist Large Language Models Match Specialized Clinical Foundation Models? A Comparative Evaluation with Fine-Tuning#241507bioRxiv / medRxiv
• Transforming the Voice of the Customer: Large Language Models for Identifying Customer Needs#128351arXiv (OAI)
• Growing a Multi-head Twig via Distillation and Reinforcement Learning to Accelerate Large Vision-Language Models#131299arXiv (OAI)
• Extensive Benchmark of Frugal Encoder-Decoder Language Models for Datatype Properties Extraction and RDF Knowledge Graph Generation#226829HAL (France)
• FaceScanPaliGemma multi-agent vision language models for facial attribute recognition.#844NCBI PubMed Central
• 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
• Small Vision-Language Models are Smart Compressors for Long Video Understanding#2621arXiv CS
• Enhancing Transformer-Based Language Models for Hungarian Handwritten Text Recognition.#4172NCBI PubMed Central
• 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