A new method enables language models to correct their own mistakes in math.
― 5 min read
Computer Science - Computation and Language
RSSA new benchmark evaluates biases in language models used for medical diagnoses.
― 5 min read
A new design to improve long-term memory in language models.
― 5 min read
ERFSL streamlines reward function creation using large language models.
― 5 min read
Examining the efficiency and latency challenges of SMoE models in language processing.
― 6 min read
A new model improves language processing by focusing on input representation.
― 6 min read
CHESS improves efficiency of language models while maintaining performance on resource-limited devices.
― 6 min read
A new framework combines humor theories with machine learning for effective humor detection.
― 8 min read
New method enhances efficiency of large language models by focusing on relevant information.
― 6 min read
This study investigates the performance of entity linking models in conversational contexts.
― 6 min read
Learn how keyphrase prediction enhances content organization and retrieval.
― 5 min read
New framework enhances sign language recognition through context and visual inputs.
― 6 min read
A framework using memory tokens improves video understanding and interaction.
― 7 min read
Researchers develop a dataset to teach machines about metaphor and sarcasm.
― 6 min read
A new approach to tokenization enhances analysis of ancient scripts.
― 6 min read
A look at the complexities and improvements in speech-to-speech translation technology.
― 6 min read
A new dataset enhances sign language recognition from multiple viewpoints.
― 7 min read
A new method enhances long-text processing in language models for better answers.
― 5 min read
AIvril enhances RTL code generation through automated syntax checking and functional verification.
― 5 min read
Research focuses on enhancing language learning through visually grounded speech models.
― 8 min read
Examining the relationship between LLMs and human cognition.
― 6 min read
Assessing large language models' ability to handle privacy regulations.
― 5 min read
A new method for enhancing k-NN retrieval accuracy and efficiency.
― 5 min read
Discover how stochastic L-systems simulate realistic plant growth patterns.
― 5 min read
Study reveals how language models forget skills inconsistently across tasks.
― 7 min read
CRAFT streamlines synthetic dataset generation for various tasks with minimal user input.
― 9 min read
Open-source models that efficiently classify political texts without extensive training.
― 4 min read
LongGenBench assesses large language models in generating high-quality long text.
― 5 min read
This article examines the difficulties models face in handling enterprise data.
― 5 min read
Large Language Models improve efficiency in medical answer evaluations.
― 6 min read
A new dataset improves sign language recognition through advanced motion capture.
― 6 min read
A novel approach aims to improve accuracy in language translation tasks.
― 5 min read
A new framework improves instruction data quality for language models.
― 8 min read
Researching connections in biblical texts with advanced language models.
― 6 min read
New methods enhance image classification with fewer examples.
― 6 min read
A novel method enhances detection and explanation of fake news.
― 7 min read
This article explores the role of deep learning in linguistic steganalysis.
― 5 min read
FC-KAN improves image analysis through smart function combinations.
― 5 min read
A new method improves image quality through advanced techniques.
― 6 min read
A new method enhances the understanding of museum exhibits using CLIP technology.
― 6 min read