This article reviews dropout methods for boosting small language models' performance.
― 5 min read
Computer Science - Computation and Language
RSSIntroducing NLLB-E5, a model enhancing multilingual information access for low-resource languages.
― 5 min read
This article explores the NL-DAR framework for improving diagnostic reasoning with AI.
― 6 min read
A new method enhances accuracy in medical term normalization using language models.
― 5 min read
Research showcases diffusion models for improved table-to-text conversion.
― 5 min read
Review of recent methods in automating process extraction using NLP techniques.
― 8 min read
A new method enhances how language models follow complex instructions.
― 5 min read
AdaPPA enhances jailbreak attacks on language models by combining safe and harmful responses.
― 5 min read
A new method to enhance AI game masters using function calling in tabletop games.
― 6 min read
Researchers fine-tune LLMs to enhance honesty and reliability in outputs.
― 5 min read
Small models offer unique advantages in AI, complementing larger models efficiently.
― 6 min read
Introducing an innovative framework for testing language model interactions in role-playing scenarios.
― 8 min read
This article discusses a step-by-step method for improving translation accuracy.
― 6 min read
Soft preference labels enhance the alignment of models with human choices.
― 5 min read
New model enhances speech generation in diverse dialects of pitch-accent languages.
― 5 min read
TeXBLEU provides a reliable way to evaluate LaTeX expressions from spoken math.
― 5 min read
Enhancing Llama-3's capabilities with improved language mixture and training methods.
― 6 min read
Study investigates how language models process Italian through multi-task learning.
― 5 min read
A new approach to reduce inaccuracies in language models using skepticism.
― 5 min read
This article discusses the challenges and solutions in evaluating grounded question answering models.
― 9 min read
Investigating how language models handle subject-verb agreement across different languages.
― 5 min read
This study evaluates how LLMs process information using Olympic medal data.
― 5 min read
A new approach enhances research clarity using cognitive knowledge graphs and language models.
― 5 min read
A new approach to make language models concise and effective.
― 4 min read
A new framework enhances how models process long texts.
― 6 min read
A look at the latest developments in machine translation models.
― 5 min read
Examining the accuracy of term normalization in large language models.
― 5 min read
Exploring how LLMs can streamline editing structured documents with minimal effort.
― 7 min read
A closer look at how well large language models perform basic tasks.
― 7 min read
Using customer reviews to create personalized shopping experiences through dynamic recommendation headers.
― 7 min read
This article examines methods to identify machine-generated text and their implications.
― 7 min read
A new method enhances agents' abilities to complete complex digital tasks efficiently.
― 7 min read
CoMM enhances machine learning by integrating various data types effectively.
― 6 min read
A new approach to improve AI alignment with human intentions using weaker models.
― 7 min read
AI technology helps journalists uncover important stories through data analysis.
― 5 min read
This study examines the link between propaganda and hate in Arabic memes.
― 5 min read
Learn how LLMs automate the summarization of user app reviews.
― 6 min read
Using LLMs to generate clear features from scientific texts for better predictions.
― 6 min read
A new method improves AI explanations through collaboration between two language models.
― 5 min read
WikiOFGraph enhances G2T generation with high-quality graph-text pairs.
― 7 min read