An analysis of LLMs and their differences from human language acquisition.
― 7 min read
Computer Science - Computation and Language
RSSThis article investigates LLM performance on graph-related reasoning tasks.
― 6 min read
REFINE-LM uses reinforcement learning to mitigate bias in language models effectively.
― 4 min read
Examining the balance between geolocation technology and user privacy.
― 7 min read
Hindi-BEIR aims to improve information retrieval systems for Hindi content.
― 5 min read
HySem transforms unorganized HTML tables into structured JSON for easy data access.
― 6 min read
A new method improves speed and quality in real-time speech translation.
― 5 min read
New benchmark tackles relation hallucinations in multimodal large language models.
― 6 min read
A study of word networks in well-formed and ill-formed texts.
― 5 min read
A new approach enhances language model training through better understanding of human values.
― 6 min read
Exploring methods to align LLMs with online groups for better insights.
― 6 min read
A method to enhance weaker models using strong model guidance.
― 4 min read
A study on enhancing spoken dialogue systems for children with limited data.
― 5 min read
New methods enhance language models' efficiency in handling complex tasks.
― 5 min read
This study examines how planning aids in reducing factual errors in text generation.
― 6 min read
A new technique enhances the efficiency of pre-trained language models.
― 6 min read
A new method improves tracking of privacy leaks in large language models.
― 7 min read
Discover how AI is transforming diagnosis in computational pathology using foundation and vision-language models.
― 7 min read
PENME enhances language model updates, tackling lexical bias and computational efficiency.
― 6 min read
This approach improves summarization by accessing vast knowledge bases for relevant content.
― 7 min read
Examining how voice patterns affect meaning and technology performance.
― 4 min read
New test reveals strengths and weaknesses of LLMs in processing long texts across languages.
― 8 min read
A new automated method for creating AI research leaderboards using language models.
― 6 min read
A new approach to tailor AI systems based on individual user preferences.
― 5 min read
This study examines how LLMs perform in social deduction games through new evaluation metrics.
― 6 min read
Addressing the rise of misleading images online through better fact-checking methods.
― 7 min read
New methods improve knowledge accuracy in Vision Language Models.
― 7 min read
A new method to estimate LLM performance effectively.
― 7 min read
Easily convert PDF documents to readable formats like JSON and Markdown.
― 6 min read
A new model that enhances explanations for restaurant recommendations.
― 6 min read
A method that combines knowledge graphs with language models to improve document classification.
― 6 min read
Automation in animation creation opens new pathways for storytelling and visuals.
― 6 min read
A new method combines extractive and abstractive techniques for clearer regulatory document summaries.
― 7 min read
This paper examines how LLMs express confidence in their answers.
― 6 min read
Examining how example choices affect fairness in language models.
― 5 min read
This article discusses methods to enhance coding tools for multiple languages.
― 6 min read
A framework using advanced models to improve research literature analysis.
― 5 min read
Researchers create a dataset to improve language models' ethical decision-making.
― 7 min read
New defense method significantly reduces risks of harmful outputs in language models.
― 7 min read
A new method improves program repair by using process-based feedback.
― 6 min read