Exploring new ways to categorize inaccuracies in language models for better understanding.
― 10 min read
Computer Science - Computation and Language
RSSThis paper examines prompt injections and their implications for AI models.
― 3 min read
Examining how summarization models reflect bias in political opinions.
― 7 min read
Examining generative AI's role in patient education for serious illnesses.
― 7 min read
Addressing privacy concerns with synthetic clinical notes in healthcare research.
― 7 min read
A new method improves the use of EHR data for patient outcome predictions.
― 7 min read
Analyzing the impact of language adapters on multilingual model performance.
― 5 min read
RAPTOR improves how we retrieve and summarize information from complex texts.
― 4 min read
This study analyzes how LLMs can forecast AI's possible harms.
― 7 min read
This study focuses on improving QA systems through context understanding.
― 6 min read
A new dataset enhances the extraction of key entities in various English texts.
― 5 min read
SNNs offer energy-efficient solutions for NLP tasks compared to traditional models.
― 7 min read
A study examines the performance and biases of AI language models globally.
― 6 min read
A new dataset and method enhance language model question generation.
― 6 min read
Research shows how document structure improves NLP models' performance.
― 6 min read
A new dataset aims to enhance language model research and promote transparency.
― 6 min read
This study examines how language models mirror children's biases in solving math problems.
― 6 min read
An overview of how we understand sentences and the brain's role in comprehension.
― 6 min read
BlackMamba combines state-space models and mixture of experts for efficient language tasks.
― 6 min read
A new system that enhances recommendations through engaging conversations and real-time user feedback.
― 7 min read
AV2Wav enhances speech quality using audio and visual cues.
― 5 min read
Analyzing the cost and efficiency of large language models in various tasks.
― 6 min read
An analysis of political discussions and community interactions on Twitter.
― 8 min read
A look at how tokenization impacts language model efficiency.
― 6 min read
A new method to study how words evolve across languages over time.
― 8 min read
A look at deception online and how to detect it effectively.
― 7 min read
Study explores how language models relate to human spatial understanding.
― 6 min read
Evaluating LLMs for their ability to grasp various aspects of context.
― 8 min read
A faster way to keep writers anonymous while maintaining text clarity.
― 6 min read
This paper discusses adjusting language models to align with human values and expectations.
― 6 min read
New model T5VQVAE enhances semantic control in language generation.
― 5 min read
A method to enhance reliability in text generation by measuring uncertainty.
― 7 min read
New dataset improves verification of reasoning steps in AI models.
― 7 min read
New systems automate responses to patent Office Actions, improving efficiency for attorneys.
― 7 min read
A new system aims to improve the analysis of Arabic nominals.
― 7 min read
Explores how LLMs can improve bot detection while addressing associated risks.
― 5 min read
A look at how Transformers and GSSMs handle copying tasks.
― 6 min read
New approach enhances LLMs by integrating executable Python code for better action handling.
― 4 min read
A new open language model for research and innovation in natural language processing.
― 6 min read
A look into the pitfalls of instruction tuning for AI language models.
― 7 min read