Exploring the use of LLMs in inductive logic programming.
― 6 min read
Computer Science - Computation and Language
RSSFactorLLM improves efficiency in language models by reorganizing knowledge storage.
― 5 min read
VerilogCoder uses AI to simplify and improve hardware design tasks.
― 5 min read
New method improves image and video generation using standard compression techniques.
― 7 min read
MaterioMiner dataset connects materials mechanics with scientific literature for improved research.
― 8 min read
New methods enhance ASR models for multiple languages, preserving past knowledge.
― 5 min read
Improving question-answering systems with weakly supervised learning and dense retrieval methods.
― 6 min read
Using Vision-Language Models to improve game tutorial quality.
― 7 min read
A structured method to create synthetic conversations using language models.
― 6 min read
This study examines how altering language affects text classifiers.
― 6 min read
Examining how transformers learn from context without needing retraining.
― 5 min read
New methods improve code generation for automation tasks with domain-specific languages.
― 6 min read
Share your AI chats easily and help improve models.
― 6 min read
A new approach enhances recognition of code-switched phrases in bilingual speech.
― 5 min read
Analyzing how language models handle social biases in opinions.
― 5 min read
Research on proof search trees enhances automated theorem proving methods.
― 6 min read
A look into efficient management of large language models at scale.
― 5 min read
Introducing MIDAS, a framework improving understanding of multi-turn conversations in natural language processing.
― 5 min read
I-SHEEP enables large language models to learn continuously from generated data.
― 5 min read
A new framework for assessing the performance of RAG systems.
― 7 min read
A new system generates 3D building models from plain language instructions.
― 8 min read
ArabLegalEval assesses LLMs' performance in handling Arabic legal information.
― 6 min read
A dataset for analyzing sentiments in German restaurant reviews.
― 6 min read
An analysis of transformer memory capacity and its impact on model performance.
― 5 min read
A new approach for expanding taxonomies using code-based prompts.
― 5 min read
L2R offers a method for continual learning without losing prior knowledge.
― 5 min read
Research reveals inherent tendencies in language models using diverse personas.
― 5 min read
New model enhances accuracy and efficiency for identifying venous thromboembolism.
― 4 min read
This study examines how collaboration affects qualitative data analysis with NLP tools.
― 6 min read
A new method improves predictions in extreme multi-label classification with missing labels.
― 7 min read
A method to identify weaknesses in language models for better performance.
― 6 min read
Researchers develop a model to identify connections in text more effectively.
― 6 min read
BnSentMix provides a comprehensive resource for Bengali-English sentiment analysis.
― 5 min read
A flexible system improves access to sensitive information for trusted users.
― 6 min read
xGen-MM enhances multimodal models for better image and text learning.
― 6 min read
PEDAL improves accuracy and efficiency in language model outputs using diverse prompts.
― 6 min read
CIKMar improves educational dialogue with a smaller language model for better responses.
― 5 min read
FourierKAN offers a new way to improve text classification accuracy and efficiency.
― 7 min read
EmoDynamiX improves emotional support through better understanding of user feelings.
― 9 min read
A novel method using language models to compress 3D point clouds effectively.
― 4 min read