Explore the advantages and applications of Low-Rank Adaptation in AI models.
― 7 min read
Computer Science - Artificial Intelligence
RSSThis year, NADI focused on improving Arabic dialect identification and translation.
― 6 min read
This study examines how neural networks interpret speech using spectrograms.
― 6 min read
A dataset to improve AI's ability to read advanced scientific materials.
― 6 min read
New methods aim to enhance the reasoning skills of language models.
― 5 min read
A study on LLMs providing feedback for programming education.
― 9 min read
This study explores the role of feed-forward layers in code language models.
― 5 min read
This method improves agent training using less expert data through exploration and path signatures.
― 8 min read
A new dataset aims to create clearer summaries through user feedback.
― 6 min read
The Rashomon Effect reveals multiple effective models in machine learning.
― 8 min read
Neural varifolds improve the analysis of 3D point clouds for various applications.
― 7 min read
ARMT improves AI's memory and processing of long sequences.
― 5 min read
A new method improves recognition of point cloud data for autonomous vehicles.
― 5 min read
Exploring the issues of code hallucination in AI programming models.
― 5 min read
Evaluating quantization and pruning to optimize DRL models for limited resources.
― 5 min read
Introducing a method to improve sentiment extraction in text through latent dependency trees.
― 5 min read
This study examines watermarking methods for machine-generated text and their effectiveness against removal attacks.
― 8 min read
A new method improves language models' performance on complex problems.
― 5 min read
LaRa efficiently creates 3D models from a few photos using innovative techniques.
― 6 min read
XQSV aims to replicate human-like gameplay in Chinese Chess.
― 6 min read
This research enhances entity recognition in clinical narratives using open language models.
― 5 min read
This article outlines a new approach using Test-Time Training for enhancing RNN performance.
― 5 min read
A method to enhance model efficiency in machine learning through effective pruning strategies.
― 5 min read
Research focuses on improving brain model accuracy through innovative simulation techniques.
― 6 min read
A new method to evaluate storytelling quality in machines is introduced.
― 7 min read
A fresh approach to decentralized systems that enhances agent collaboration and decision-making.
― 8 min read
A new method improves part discovery in images using transformers.
― 7 min read
A look at the efficiency of GPT and RETRO in adapting language models with PEFT and RAG.
― 6 min read
LayerShuffle enhances the robustness of neural networks by enabling flexible layer execution.
― 7 min read
A new method enhances molecular discovery using evolutionary algorithms and language models.
― 5 min read
This study evaluates biases in LLMs during strategic games like Stag Hunt.
― 7 min read
Combining chest X-ray images and EHR enhances diagnostic accuracy.
― 7 min read
Generative AI improves RF sensing capabilities, transforming data collection and analysis.
― 5 min read
A framework for using language models directly on smartphones for secure, personalized services.
― 6 min read
A new method improves the search for mathematical expressions from data.
― 5 min read
Exploring the potential of KAHMs in federated learning for improved privacy and efficiency.
― 5 min read
Examine various jailbreak attacks on language models and their defenses.
― 6 min read
Examining the role of dropout techniques in improving fairness in DNNs.
― 5 min read
This article explores overparameterization and its impact on model training efficiency.
― 6 min read
A new approach to improve traffic routing and reduce congestion in urban areas.
― 6 min read