DeltaNet improves efficiency in processing and recalling information for various applications.
― 6 min read
Computer Science - Computation and Language
RSSA new approach to assess reasoning strategies with a focus on computational costs.
― 7 min read
Harnessing AI to improve decision-making in healthcare.
― 6 min read
This article explores how language models can help us understand human choices.
― 6 min read
This article reviews methods to enhance dialogue generation in language models.
― 5 min read
Examining how LLMs adapt and learn continuously through internal and external knowledge.
― 6 min read
A new method enhances Text-to-Image models to align with human preferences.
― 8 min read
Introducing SPICE, a task to improve AI interactions using contextual information.
― 7 min read
MASSW dataset simplifies scientific workflows through AI-generated summaries.
― 8 min read
MedExQA sets a new standard for evaluating medical language models with a focus on explanations.
― 6 min read
A system to identify similar job postings for efficient recruitment.
― 7 min read
mHuBERT-147 processes speech in multiple languages efficiently.
― 4 min read
This article evaluates data augmentation methods for task-oriented dialog systems to improve performance.
― 9 min read
A method to help large language models handle longer texts more efficiently.
― 5 min read
A new approach enhances translation speed and accuracy through dynamic retrieval techniques.
― 6 min read
A study reveals how mental health language has evolved and its societal impact.
― 6 min read
A new approach to predict mobile app UI changes based on user actions.
― 5 min read
A new method enhances LLMs for generating high-quality UI code.
― 7 min read
This article discusses how languages change through iterative learning methods.
― 7 min read
A new approach enhances accuracy and creativity in language model outputs.
― 5 min read
Exploring self-supervised learning's role in speech processing and its challenges.
― 7 min read
A toolkit for assessing the safety of advanced language models.
― 5 min read
A new model improves how robots understand their environment in 3D.
― 7 min read
A new approach to improve machine text generation quality.
― 5 min read
Samba efficiently manages long sequences for better language processing.
― 5 min read
Learn about the key challenges and methods in summarizing dialogues effectively.
― 6 min read
Exploring how machines detect opinions in social media posts.
― 7 min read
A new method to detect out-of-context news efficiently.
― 4 min read
A new benchmark assesses multilingual model performance in semantic retrieval tasks.
― 7 min read
Study evaluates how well LLMs reason beyond immediate context.
― 5 min read
Research on enhancing language models' efficiency using linear attention and speculative decoding.
― 7 min read
A new method enhances sentiment analysis by addressing new aspects quickly.
― 6 min read
Analyzing harmful memes and their effects on society.
― 5 min read
Exploring the limitations of Direct Preference Optimization in language model training.
― 6 min read
Agents create a language for spatial references in observations during game-play.
― 6 min read
Study reveals bias differences in language models across various languages.
― 5 min read
A new method enhances accuracy in converting informal statements to formal languages.
― 5 min read
TP-LLaMA improves decision-making by learning from both successes and failures.
― 5 min read
This article presents a method to enhance document-level translation using large language models.
― 5 min read
DARA improves language agents' question handling using knowledge graphs.
― 6 min read