Analyzing the factors affecting alignment in large language models.
― 6 min read
Computer Science - Computation and Language
RSSA dataset designed to improve machines' ability to answer time-based questions.
― 7 min read
This study examines how structural priming affects language models and human behavior.
― 11 min read
This study explores how to create sentences that maintain specific meanings using FrameNet.
― 9 min read
This article examines how LLMs understand human beliefs and feelings.
― 6 min read
Introducing a framework to enhance decision-making in language agents during complex tasks.
― 5 min read
EDEN connects emotion recognition with cause analysis for better dialogue understanding.
― 4 min read
A study introduces a new benchmark for prompt performance in creating and retrieving images.
― 10 min read
Examining how communication skills impact AI performance in the game of Diplomacy.
― 6 min read
Exploring strengths and weaknesses of LLMs for various business tasks.
― 7 min read
QCQA enhances language models by optimizing memory usage while maintaining accuracy.
― 5 min read
A look at the intersection of video and language understanding systems.
― 6 min read
New benchmarks ensure AI systems stay relevant with evolving information.
― 8 min read
A new dataset aids in spotting subjective content in Arabic news articles.
― 7 min read
Bayesian prompting improves language models' reasoning and uncertainty handling.
― 6 min read
Multimodal models combine various data types for smarter AI applications.
― 5 min read
This article examines how negation affects large language models and their accuracy.
― 6 min read
Analyzing existing models reveals insights into language model performance trends as size increases.
― 8 min read
A new framework improves named entity recognition efficiency and performance.
― 5 min read
Discover how computational morphology aids in understanding language better.
― 6 min read
Introducing MoeSumm: a flexible and efficient summarization model.
― 6 min read
This study assesses GPT-4's ability to extract data from materials science literature.
― 6 min read
Examining how social trends shape energy consumption in the UK and Ireland.
― 6 min read
Examining why vague terms are essential in our daily communication.
― 10 min read
A new approach enhances relation extraction using memory to process noisy data.
― 8 min read
Research shows how demographics shape fairness views in AI content moderation.
― 6 min read
LGR2 improves robotic task performance through language instructions and hierarchical learning.
― 6 min read
A system that connects sounds with visuals, improving machine understanding.
― 6 min read
STARLING creates diverse text-based games to enhance RL agents' learning capabilities.
― 7 min read
Jamming attacks can disrupt retrieval-augmented generation systems by blocking responses.
― 6 min read
Combining image generation and retrieval for better visual information access.
― 7 min read
This article examines how internal shapes in language models evolve during their learning process.
― 4 min read
RE-RAG enhances QA systems using a relevance estimator for better accuracy.
― 7 min read
Gentle-CLIP improves data alignment using new methods and reduces the need for labeled data.
― 5 min read
New model ARDiT improves text-to-speech synthesis and speech editing.
― 5 min read
SinkLoRA improves language models' efficiency in handling long texts.
― 6 min read
Examining how LLMs ensure safety and the impact of jailbreaks.
― 6 min read
New adaptable models can meet diverse needs without retraining.
― 7 min read
A new method for effective word and sentence representations in natural language processing.
― 6 min read
New methods are transforming how machines understand and generate human language.
― 4 min read