21 articles tagged with "Machine Learning"
A new paper proposes a weakly supervised approach to improve the detection of hallucinations in large language models, potentially reducing the need for external verification.
Strategic angle: Built a ~9M param LLM from scratch to understand how they actually work.
Exploring the impact of multi-agent feedback in automated tutoring with large language models.
Strategic angle: Exploring the role of multi-step interaction loops in agentic applications using large language models.
Strategic angle: A new approach to enhance multi-hop question answering using large language models.
Strategic angle: A new model from Google aims to enhance time-series analysis with a significant parameter increase.
Strategic angle: Introducing a novel method for optimizing policy evaluation in AI training.
Strategic angle: Exploring advancements in reasoning with Large Language Models and the Tree of Thoughts framework.
Strategic angle: Addressing challenges in data-scarce regions through advanced technologies.
Strategic angle: A novel approach for detecting out-of-distribution instances in text-attributed graphs using advanced learning techniques.
Exploring the limitations and potential of modern language model-based AI systems.
Strategic angle: Explore how to run a massive AI model on limited hardware.
Strategic angle: A groundbreaking machine learning model simplifies the search for innovative molecules by accurately predicting electric dipole moments.
Strategic angle: Exploring innovative training methods for advanced AI systems.
Strategic angle: Exploring the potential of AI agents in automatic scientific discovery.
Exploring the capabilities and limitations of Large Reasoning Models in AI.
Strategic angle: A new approach to enhance multi-step reasoning in diffusion large language models.
Strategic angle: Exploring the application of machine learning to predict and prevent catastrophic failures in marine engines.
Strategic angle: Exploring innovative model editing techniques for Large Language Models.
Strategic angle: A new approach to distilling reasoning capabilities from Large Reasoning Models into smaller models.
Strategic angle: A study on the implications of design choices in AI systems under budget constraints.