Zamba is a hybrid language model combining state-space and transformer architectures.
― 6 min read
Cutting edge science explained simply
Zamba is a hybrid language model combining state-space and transformer architectures.
― 6 min read
A method for generating quality training data for language model fine-tuning.
― 7 min read
A new framework focuses on enhancing dataset quality for better recommendations.
― 7 min read
This article examines how learning theories tackle distribution changes.
― 5 min read
Exploring how quantum computing influences machine learning techniques.
― 7 min read
This article discusses challenges in few-shot fine-tuning of diffusion models and solutions.
― 8 min read
This article discusses using smaller models to refine training data for better performance.
― 5 min read
Investigating how small errors in training data enhance AI-generated content.
― 5 min read
New techniques improve quality and training for 3D images.
― 6 min read
Analyzing how AI learns from data reveals significant gaps in logic and reasoning.
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A framework to identify and reduce biases in training datasets.
― 7 min read
RoboCasa simulates environments for robots to learn everyday tasks effectively.
― 6 min read
Exploring how LLMs use reasoning to tackle complex tasks.
― 6 min read
Explore the learning abilities of language models and their applications.
― 7 min read
Innovative strategies enhance material predictions using machine learning surrogates.
― 6 min read
Testing LLMs is essential for safe and effective AI applications.
― 6 min read
A new method improves translating mixed-language speech into English.
― 5 min read
A new method uses natural language explanations to improve entity matching.
― 8 min read
Introducing reflective augmentation to improve language models’ math problem-solving skills.
― 6 min read
Examining the roots and implications of bias in language technology.
― 6 min read
A new model enhances news article suggestions across multiple languages.
― 7 min read
New algorithms enhance predictions of quantum ground states using limited data.
― 6 min read
UrbanLLM streamlines urban management by breaking down complex city-related queries.
― 5 min read
Two new models aim to improve technology access for Galician speakers.
― 5 min read
Examining how LLMs exhibit personality traits through new testing methods.
― 7 min read
Data contamination affects the evaluation of large language models significantly.
― 5 min read
A new method improves privacy protection in language models while maintaining performance.
― 6 min read
ATLAS enhances seismic data selection using active learning and representation shifts.
― 7 min read
A simple method to create voices and control emotions in speech synthesis.
― 5 min read
A new technique improves imaging of brain blood vessels, aiding research.
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An analysis of language models and their role in healthcare.
― 6 min read
A flexible approach for generating CFEs that respects data privacy concerns.
― 7 min read
Exploring fairness issues in AI language models and their implications.
― 8 min read
A new method enhances accuracy in question-answering for black-box language models.
― 5 min read
This article analyzes repetitive structures in text generated by language models.
― 7 min read
Insights on the challenges of machine learning in predicting material properties.
― 6 min read
A new method uses translation to enhance language model training.
― 6 min read
A new approach enhances reasoning in language models by generating controlled errors.
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This study breaks down how transformers utilize context in language prediction.
― 9 min read
Code poisoning enhances risks of membership inference attacks on sensitive data.
― 6 min read