This framework helps unpack hidden aspects of large language models for better insight.
― 5 min read
Computer Science - Artificial Intelligence
RSSNew methods improve hyperparameter tuning efficiency in large neural networks.
― 6 min read
MA-VAE enhances detection of anomalies in automotive powertrain data.
― 7 min read
DocFinQA improves financial analysis by using long documents for better insights.
― 5 min read
Exploring the use of LLMs in predicting health outcomes from wearable data.
― 7 min read
A new model uses ECG data to predict atrial fibrillation risk effectively.
― 6 min read
New methods improve character persona extraction in dialogue agents.
― 8 min read
New method improves AI model performance without human labels.
― 7 min read
Examining the trade-offs in human-AI interactions and their societal impacts.
― 5 min read
This article discusses expected Shapley-like scores for evaluating contributions in probabilistic databases.
― 5 min read
Investigating differences between human-written and machine-generated code for better detection methods.
― 8 min read
Research shows GPT-2 struggles with languages that defy human patterns.
― 7 min read
A new dataset evaluates language models' abilities in advanced math problem solving.
― 5 min read
AI techniques are transforming how researchers conduct literature reviews.
― 8 min read
Introducing a new method to reduce memory use when finetuning large models.
― 5 min read
A new method combines LLMs and genetic programming to enhance code generation.
― 3 min read
Engaging testers enhances the clarity and usefulness of automated tests.
― 7 min read
This work studies how second opinions influence AI use in decision-making.
― 5 min read
A new method improves automatic detection of design patterns in software.
― 5 min read
A clear approach to writing scientific papers for publication.
― 4 min read
A method to enhance translation quality while maintaining privacy in multilingual communication.
― 5 min read
Clustering algorithms help group and analyze large data sets effectively.
― 4 min read
Investigating automated flight authorization for drones and stakeholder perspectives.
― 8 min read
A new approach using multi-agent systems to enhance smaller language models.
― 6 min read
A new method improves evolutionary algorithms for complex optimization problems.
― 6 min read
This survey discusses making AI models more efficient and sustainable.
― 6 min read
A method to simplify CNNs during training while preserving performance.
― 7 min read
MatSci ML standardizes datasets for efficient materials modeling using machine learning techniques.
― 8 min read
A study reveals small language models struggle with multiple choice questions.
― 6 min read
A study on how actions impact knowledge over time through logical frameworks.
― 6 min read
This study focuses on enhancing retrieval-augmented generation methods for Brazilian Portuguese.
― 6 min read
Utilizing data to foresee maintenance needs, reducing costs and increasing safety.
― 6 min read
A novel method enhances robot task planning, focusing on cooking efficiency and accuracy.
― 8 min read
Analyzing the different perspectives on AI threats to humanity.
― 7 min read
A new method combines echocardiography and health records to assess hypertension severity.
― 6 min read
Exploring the collaboration between mobile devices and edge servers for smarter AI assistants.
― 7 min read
New methods improve safety in self-driving cars through better interaction modeling.
― 7 min read
Examining how random sets and belief functions affect decision-making in various fields.
― 5 min read
New methods developed to identify fake songs amidst growing concerns.
― 5 min read
A new method for updating language models efficiently and accurately.
― 5 min read