This article explores attacks on LLMs and strategies for better protection.
― 5 min read
Computer Science - Computation and Language
RSSA look into how temporal knowledge graphs represent information over time.
― 6 min read
This article highlights challenges related to counting accuracy in AI models.
― 6 min read
A method to remove unwanted skills from language models while keeping essential functions intact.
― 6 min read
Probe Sampling improves efficiency in testing the safety of language models.
― 7 min read
SceneCraft creates 3D scenes from text, making design easier and more efficient.
― 3 min read
DNABERT-S improves DNA analysis with innovative embedding methods.
― 6 min read
This method emphasizes state changes for better task planning in videos.
― 6 min read
A look at RAG and fine-tuning methods for enhancing LLMs' performance on rare topics.
― 6 min read
This article discusses using LLMs to enhance adult literacy education and prediction accuracy.
― 5 min read
Examining how language models struggle with understanding complex relationships.
― 5 min read
This article examines biases in sign language AI research and advocates for Deaf representation.
― 5 min read
Learn how data analysis impacts organizational decisions and drives efficiency.
― 5 min read
A new method enhances LLM agents' learning by embracing both successes and failures.
― 6 min read
A new method aims to enhance large language models' safety and usefulness.
― 6 min read
Examining how characters express emotions differently in novels.
― 8 min read
A new tool helps enhance machine translation for languages with limited resources.
― 7 min read
adaptNMT simplifies building translation models for all skill levels.
― 7 min read
This study examines how to enhance English-Irish translations using advanced machine translation models.
― 5 min read
This study presents a method to find meanings not listed in dictionaries.
― 8 min read
Research explores how emotion granularity affects mental health through social media analysis.
― 6 min read
A new method enhances the evaluation of summary accuracy using Natural Language Inference.
― 4 min read
A method called Masked Thought Fine-Tuning boosts math problem-solving in language models.
― 6 min read
This paper discusses an automated approach to creating vocabulary questions using AI.
― 7 min read
This article investigates how language models use topic information in understanding text.
― 6 min read
This study evaluates the effectiveness of different learning approaches in multilingual natural language processing.
― 4 min read
A project to enhance speech recognition across diverse Indian languages.
― 4 min read
NusaBERT enhances understanding of Indonesia's diverse languages and dialects.
― 6 min read
This article presents a method combining machine learning and logic for clear grading.
― 7 min read
NPHardEval4V assesses reasoning capabilities of multimodal large language models.
― 7 min read
A new dataset enhances summarization accuracy by ensuring proper citations.
― 4 min read
This article explores how paraphrasing improves language model performance in text classification.
― 6 min read
This study examines errors and variations in labeled data for machine learning.
― 5 min read
Research shows how LLMs can expose training data, raising privacy concerns.
― 5 min read
A method to examine the causes of emotions in human interactions.
― 5 min read
This article examines how LLMs analyze online opinions about long COVID treatments.
― 7 min read
This dataset analyzes comments on the U.S. Army's YouTube videos for public opinion insights.
― 5 min read
Combining rule-based systems and deep learning for better understanding of relationships.
― 7 min read
A new benchmark aims to measure and mitigate AI-related dangers.
― 5 min read
Discover how retrieval-augmented models improve language understanding and response accuracy.
― 5 min read