A new method for enhancing k-NN retrieval accuracy and efficiency.
― 5 min read
Computer Science - Computation and Language
RSSDiscover how stochastic L-systems simulate realistic plant growth patterns.
― 5 min read
Study reveals how language models forget skills inconsistently across tasks.
― 7 min read
CRAFT streamlines synthetic dataset generation for various tasks with minimal user input.
― 9 min read
Open-source models that efficiently classify political texts without extensive training.
― 4 min read
LongGenBench assesses large language models in generating high-quality long text.
― 5 min read
This article examines the difficulties models face in handling enterprise data.
― 5 min read
Large Language Models improve efficiency in medical answer evaluations.
― 6 min read
A new dataset improves sign language recognition through advanced motion capture.
― 6 min read
A novel approach aims to improve accuracy in language translation tasks.
― 5 min read
A new framework improves instruction data quality for language models.
― 8 min read
Researching connections in biblical texts with advanced language models.
― 6 min read
New methods enhance image classification with fewer examples.
― 6 min read
A novel method enhances detection and explanation of fake news.
― 7 min read
This article explores the role of deep learning in linguistic steganalysis.
― 5 min read
FC-KAN improves image analysis through smart function combinations.
― 5 min read
A new method improves image quality through advanced techniques.
― 6 min read
A new method enhances the understanding of museum exhibits using CLIP technology.
― 6 min read
RAG remains vital in optimizing language model responses, especially with long texts.
― 5 min read
A new model offers energy-efficient language processing for small devices.
― 5 min read
Prompt baking improves language model performance and knowledge retention.
― 5 min read
A fresh evaluation method for large language models using nested API calls.
― 5 min read
Research reveals how neurons in speech models recognize key features of sound.
― 7 min read
GraphEx helps sellers find more relevant keywords for better sales.
― 5 min read
This study examines how self-attention affects speech recognition in Turkish and English.
― 5 min read
Exploring the impact of transcription styles on African American English accuracy.
― 4 min read
A new method to assess uncertainty in language model outputs for greater reliability.
― 6 min read
A new method addresses the challenge of detecting inaccuracies in AI-generated text.
― 6 min read
SpeechLLMs show promise but struggle with speaker identification in conversations.
― 4 min read
LongLLaVA improves multi-image understanding for various applications.
― 5 min read
Exploring the efficiency and adaptability of language models through modular design.
― 6 min read
HR departments can greatly benefit from structured data representation using Knowledge Graphs.
― 5 min read
A look at methods for making old texts easier to read.
― 6 min read
R2GQA helps students find answers to complex university rules efficiently.
― 8 min read
CMM-Math evaluates math problem-solving in multimodal models using text and visuals.
― 6 min read
Exploring how preference learning improves language model alignment with human expectations.
― 8 min read
We analyze pooling and attention strategies in LLM-based embedding models.
― 5 min read
A study on improving language models using focused medical articles.
― 5 min read
LoRD improves efficiency in model extraction attacks on large language models.
― 6 min read
A study of how Instagram CTAs impacted voter engagement in Germany's elections.
― 4 min read