Discover how bias in ML affects public health outcomes and fairness.
― 7 min read
Computer Science - Computation and Language
RSSA new approach enhances gradient calculations, improving transformer efficiency in machine learning.
― 4 min read
A new method enhances model performance using shared knowledge across tasks.
― 5 min read
A new approach improves dysfluency modeling for therapy and language learning.
― 5 min read
Research shows how LLMs enhance automatic speech recognition in Japanese language.
― 6 min read
MedDec aids in understanding and improving medical decision-making through structured clinical notes.
― 6 min read
This article covers the development of open large language models for the Lithuanian language.
― 5 min read
Exploring how large language models learn from examples in various contexts.
― 6 min read
A new method improves memory usage and training speed in large language models.
― 7 min read
A fresh approach to better predict human movements in urban areas.
― 5 min read
Path-consistency enhances efficiency and accuracy in large language models.
― 5 min read
Leveraging advanced techniques to find new uses for existing drugs.
― 6 min read
A study on using AI to clarify online agreements for users.
― 6 min read
A new framework enhances predictions by combining spatial and temporal data analysis.
― 6 min read
Introducing CBF-LLM: a method for safer text generation in LLMs.
― 5 min read
This article examines how models recognize tone, stress, and pitch accents.
― 5 min read
A look at measuring accuracy in speech recognition systems with new methods.
― 5 min read
Enhancing LLMs with external memory aids multi-step reasoning tasks.
― 5 min read
Innovative project aims to recognize handwritten Syriac texts through a new dataset.
― 6 min read
PhysBERT simplifies research in physics, improving information retrieval and literature reviews.
― 6 min read
A novel method to enhance data discovery and analysis for better predictions.
― 5 min read
An overview of sampling methods for text generation.
― 6 min read
A new tool focuses on ASL translation in machine learning.
― 8 min read
A study on improving the translation of culturally rich menu items.
― 4 min read
A fresh method for improving language models through efficient token selection.
― 6 min read
A study highlights key factors behind antiwork sentiments and their impact on mental health.
― 5 min read
Learn how language models on devices improve speed and privacy.
― 7 min read
A framework for better predicting human movement using machine learning.
― 6 min read
A new method makes using large language models on mobile devices more efficient.
― 10 min read
This framework improves lie detection in conversations during Diplomacy games.
― 5 min read
A new method to enhance relation extraction accuracy in large language models.
― 6 min read
This research presents a new method for LLMs to solve graph problems using code.
― 6 min read
A study on AI's understanding of tables that combine text and images.
― 5 min read
The study examines the effectiveness of specialized LLMs in clinical tasks.
― 5 min read
A look at recent findings in machine translation evaluation methods.
― 5 min read
The PoEM framework assesses language models without needing precise labels.
― 5 min read
This study evaluates how slight changes impact language model responses.
― 4 min read
A study on sentiment analysis and the effectiveness of language models.
― 6 min read
Researchers develop techniques to produce lyrics without copyright issues.
― 5 min read
Improving user search experiences through advanced multi-modal frameworks.
― 5 min read