large-language-models

Documents about large-language-models

• A Learning Method for Symbolic Systems Using Large Language Models#175350arXiv CS
• Scalable Token-Level Hallucination Detection in Large Language Models#178887arXiv CS
• MEDICALBENCH: EVALUATING LARGE LANGUAGE MODELS TOWARDS IMPROVED MEDICAL CONCEPT EXTRACTION#183346bioRxiv / medRxiv
• SemaTune: Semantic-Aware Online OS Tuning with Large Language Models#187358arXiv CS
• DP-SelFT: Differentially Private Selective Fine-Tuning for Large Language Models#200402arXiv CS
• Estimating Item Difficulty with Large Language Models as Experts#200511arXiv CS
• Understanding Data Temporality Impact on Large Language Models Pre-training#216858arXiv CS
• Merge-Bench: Resolve Merge Conflicts with Large Language Models#224533arXiv CS
• Conceptual Schema Inference for Tabular Datasets using Large Language Models#229621arXiv CS
• Large language models pass a standard three-party Turing test.#235982NCBI PubMed Central
• Defending Jailbreak Attacks on Large Language Models via Manifold Trajectory Kinetics#266110arXiv CS
• Large Language Models for Code: Security Hardening and Adversarial Testing#296434Semantic Scholar
• Large Language Models Estimate Fine-Grained Human Color-Concept Associations.#305001NCBI PubMed Central
• Single and Multi Truth Data Fusion using Large Language Models#319716arXiv CS
• SAKE: Software Architectural Knowledge Evaluation Benchmark for Large Language Models#321908arXiv CS
• Robust Text Watermarking for Large Language Models via Dual Semantic Embeddings#324824arXiv CS
• Scaling Relationship on Learning Mathematical Reasoning with Large Language Models#328708Semantic Scholar
• Optimization Methods for Personalizing Large Language Models through Retrieval Augmentation#328709Semantic Scholar
• Large Language Models for Introductory Computer Science Education: Content Generation, Intelligent Tutoring, And Learner Modeling#169176DigitalCommons@USU
• Knowledge Engineering Using Large Language Models#219372OpenAlex
• Two Geneses of Cognition Beyond Classical AI: A Conceptual Framework for Language-First Cognitive Emergence in Large Language Models#115185PhilArchive
• RiTeK: A Dataset for Large Language Models Complex Reasoning over Textual Knowledge Graphs in Medicine#139094arXiv (OAI)
• Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments#144343arXiv (OAI)
• AdaComp: Extractive Context Compression with Adaptive Predictor for Retrieval-Augmented Large Language Models#173219arXiv (OAI)
• Large Language Models Are Effective Human Annotation Assistants, But Not Good Independent Annotators#177042arXiv (OAI)
• Fine-tuned lightweight language models for structured extraction of liver cancer imaging free-text report: a comparative analysis with existing large language models.#148246NCBI PubMed Central
• Using Large Language Models and Knowledge Graphs to Improve the Interpretability of Machine Learning Models in Manufacturing#31301arXiv CS
• Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning#328707Semantic Scholar
• Towards Identification and Intervention of Safety-Critical Parameters in Large Language Models#2444arXiv CS
• Can Large Language Models be a Cardinality Estimator? An Empirical study#2796arXiv CS
• VL-Calibration: Decoupled Confidence Calibration for Large Vision-Language Models Reasoning#5993arXiv CS
• Benchmarking Clinical Reasoning in Large Language Models: A Comparative Assessment Study#10135bioRxiv / medRxiv
• ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs#16573Semantic Scholar
• SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models#16575Semantic Scholar
• Least-to-Most Prompting Enables Complex Reasoning in Large Language Models#16580Semantic Scholar
• Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate#16585Semantic Scholar
• Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation#16596Semantic Scholar
• CodeT5+: Open Code Large Language Models for Code Understanding and Generation#16601Semantic Scholar
• GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts#16609Semantic Scholar
• Mathematical discoveries from program search with large language models#16612Semantic Scholar
• SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities#16613Semantic Scholar
• Can Large Language Models Be an Alternative to Human Evaluations?#16617Semantic Scholar
• CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing#16621Semantic Scholar
• Prompt Programming for Large Language Models: Beyond the Few-Shot Paradigm#16626Semantic Scholar
• Augmenting large language models with chemistry tools#16635Semantic Scholar
• Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy#16636Semantic Scholar
• QuIP: 2-Bit Quantization of Large Language Models With Guarantees#16637Semantic Scholar
• Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting#16646Semantic Scholar
• TabLLM: Few-shot Classification of Tabular Data with Large Language Models#16656Semantic Scholar
• JumpLoRA: Sparse Adapters for Continual Learning in Large Language Models#31266arXiv CS