Eigen Attention improves memory efficiency for large language models processing long texts.
― 6 min read
Computer Science - Computation and Language
RSSResearch reveals how to make speech models smaller and more efficient.
― 5 min read
Making health records easier to understand helps patients engage in their care.
― 5 min read
SWIFT simplifies the training of language models and multi-modal models for developers.
― 4 min read
Examining why Transformers struggle with arithmetic tasks and potential solutions.
― 6 min read
Path-LLM offers new ways to create meaningful graph embeddings for diverse applications.
― 5 min read
A new method enhances how we answer conditional questions accurately.
― 6 min read
A novel approach merges multitask learning and generative adversarial networks for NLP tasks.
― 6 min read
A new method enhances the speed and efficiency of large language models.
― 7 min read
A new benchmark for assessing advertisement texts aims to improve quality and effectiveness.
― 7 min read
A study reveals challenges VLMs face in understanding abstract patterns.
― 5 min read
This research tackles challenges in product classification for international trade using machine learning.
― 6 min read
This article examines the challenges language models face in recognizing their abilities.
― 4 min read
Dialogue separation helps viewers hear conversations clearly amidst background noise.
― 6 min read
A new system targets hate speech in memes effectively.
― 6 min read
A study on how characters' actions reveal their goals in stories.
― 6 min read
HiLight model enhances text classification efficiency without complex structure encoders.
― 5 min read
Study reveals effective methods to identify hallucinations in large vision-language models.
― 5 min read
Prompto simplifies working with multiple Large Language Models for researchers.
― 6 min read
Research explores how density matrices can aid in understanding metaphorical language.
― 7 min read
A new method enhances stock market predictions after earnings reports using AI.
― 6 min read
CROME makes multimodal models easier to use with less training required.
― 5 min read
AquilaMoE uses EfficientScale to optimize bilingual language model training with less data.
― 6 min read
A new dataset shows promise in improving machine translation models.
― 5 min read
A look at semantic leakage and its impact on language model outputs.
― 6 min read
This study examines how color choices improve text navigation and reader preference.
― 7 min read
Research focuses on better summarization of spoken conversations across languages.
― 6 min read
A new method improves language agents' decision-making through self-reflection.
― 6 min read
Evaluating methods for linking table data to knowledge graphs.
― 6 min read
FastFiD improves ODQA efficiency by selecting key sentences for quicker answers.
― 6 min read
Investigating how language models process animacy and its implications.
― 6 min read
Long-form answers improve accessibility for blind and low vision individuals.
― 6 min read
AI shows promise in automating the scientific research process.
― 8 min read
New approach improves patient-doctor communication through synthetic dialogues.
― 5 min read
A new dataset enhances research on summarizing movie screenplays.
― 5 min read
Innovative methods enhance LLMs alignment with human preferences for better performance.
― 6 min read
Research introduces Adaptive RMU to improve unlearning in language models.
― 5 min read
Introducing Med42-v2, specialized models for accurate healthcare communication.
― 4 min read
A study on using language models for translating Wikipedia categories from English to Vietnamese.
― 5 min read
A novel strategy improves decision-making using advanced language models.
― 6 min read