Researchers use probing to understand language models' learning capabilities through causal analysis.
― 6 min read
Computer Science - Computation and Language
RSSGranite code models improve coding efficiency with advanced long-context capabilities.
― 5 min read
New tests show AI struggles with changing game rules creatively.
― 5 min read
Discover how deep learning aids economists in analyzing complex data.
― 5 min read
A study highlights methods to find inaccuracies in German text generated by language models.
― 5 min read
A new model aims to improve speech translation quality through integrated systems.
― 5 min read
A groundbreaking Romanian dataset enhances language model development significantly.
― 6 min read
Exploring technology to streamline the medical coding process and improve accuracy.
― 7 min read
Discover how vocabulary size influences the performance of large language models.
― 6 min read
This study compares methods for stance detection on key topics in Arabic texts.
― 6 min read
A new approach to summarizing planning tasks enhances decision-making across daily activities.
― 5 min read
ZeroMMT uses monolingual multimodal data to enhance translation without expensive datasets.
― 5 min read
A study on how well LLMs function as reliable knowledge bases.
― 5 min read
Enhancing intent detection for Arabic-speaking customers in financial services.
― 5 min read
A new system aims to improve tourist experiences in Tibet.
― 6 min read
Explore the growing importance of speech editing for content creators.
― 5 min read
Qalam offers improved recognition for Arabic text and handwriting.
― 6 min read
New techniques enhance synthetic voice generation with minimal data.
― 5 min read
A look at how open-source models measure up against commercial counterparts in biomedical tasks.
― 6 min read
Examining issues with large language models in predicting missing list items.
― 6 min read
This research enhances simultaneous machine translation efficiency using adaptable modular components.
― 6 min read
A new benchmark sheds light on hallucination in vision language models.
― 5 min read
A study comparing AI models and human evaluations of scientific summaries.
― 5 min read
A new model effectively identifies authorship by analyzing writing styles.
― 5 min read
This study showcases translation methods for indigenous languages using modern LLMs.
― 6 min read
Analyzing the storytelling capabilities of large language models compared to human authors.
― 4 min read
A new tool to evaluate LLMs in process mining tasks.
― 6 min read
RAG combines data retrieval and text generation for better language model performance.
― 8 min read
A new benchmark assesses language models on scientific coding challenges across multiple fields.
― 5 min read
New method enhances machine interaction with charts for accurate question answering.
― 5 min read
A new method enhances prompt tuning effectiveness and interpretability.
― 8 min read
This study examines how context influences the meanings of polysemous words.
― 8 min read
This study explores methods to create smaller language models effectively and affordably.
― 5 min read
A new method enhances efficiency and quality in language model text generation.
― 6 min read
Research reveals how friendly prompts can mislead AI systems.
― 5 min read
Research explores language processing in older adults for earlier NCD detection.
― 6 min read
Using AI to enhance vulnerability assessments in medical devices.
― 6 min read
A new method that enhances LLM performance while reducing resource use.
― 6 min read
A new model improves how machines read charts, even without labels.
― 5 min read
A study on the reliability of LLM self-explanations in natural language tasks.
― 6 min read