NPHardEval4V assesses reasoning capabilities of multimodal large language models.
― 7 min read
Computer Science - Computation and Language
RSSA new dataset enhances summarization accuracy by ensuring proper citations.
― 4 min read
This article explores how paraphrasing improves language model performance in text classification.
― 6 min read
This study examines errors and variations in labeled data for machine learning.
― 5 min read
Research shows how LLMs can expose training data, raising privacy concerns.
― 5 min read
A method to examine the causes of emotions in human interactions.
― 5 min read
This article examines how LLMs analyze online opinions about long COVID treatments.
― 7 min read
This dataset analyzes comments on the U.S. Army's YouTube videos for public opinion insights.
― 5 min read
Combining rule-based systems and deep learning for better understanding of relationships.
― 7 min read
A new benchmark aims to measure and mitigate AI-related dangers.
― 5 min read
Discover how retrieval-augmented models improve language understanding and response accuracy.
― 5 min read
AI's capability to turn designs into code is reshaping web development.
― 8 min read
This article examines gender biases in language models and their implications.
― 7 min read
Integrating visual data enhances translation technology for better results.
― 7 min read
A method to reframe negative thoughts into positive insights.
― 6 min read
Using language models to evaluate and enhance educational materials effectively.
― 7 min read
High-quality image-text pairs improve performance of multimodal models in various tasks.
― 5 min read
New dataset enhances evaluation of grammatical error correction systems.
― 5 min read
Examining how language models reflect and engage with diverse cultural contexts.
― 5 min read
A new method improves event argument extraction in complex documents.
― 6 min read
A new dataset to assess planning skills of language models in real-life tasks.
― 7 min read
A new framework merges large and small models to prioritize user data protection.
― 6 min read
SimuCourt evaluates agents' abilities to make informed legal decisions.
― 6 min read
Study reveals significant data overlap affecting language model evaluations in code generation.
― 6 min read
A look at the importance of aligning AI systems with human values.
― 7 min read
A new method enhances molecule-caption translation using Large Language Models.
― 6 min read
LLM-based agents show promise in improving Root Cause Analysis for cloud incidents.
― 7 min read
New technologies improve the extraction of information from complex forms.
― 5 min read
A task to help content creators understand user questions better.
― 7 min read
A new method for evaluating language diversity in multilingual NLP datasets.
― 8 min read
This study improves code models using compiler intermediate representations for better multilingual performance.
― 6 min read
A new method enhances fact checking in retrieval augmented generation systems.
― 7 min read
Combining language models enhances performance in various tasks through collaboration.
― 6 min read
A new benchmark assesses LLM performance on complex PowerPoint tasks.
― 5 min read
This study examines how multimodal models handle false claims with text and images.
― 5 min read
This article discusses a modular approach to TV show summarization for better accuracy.
― 6 min read
WaterMax improves watermarking in AI-generated text, ensuring quality and traceability.
― 6 min read
Terrorizer streamlines patent data by harmonizing various company names.
― 7 min read
A new method helps AI models find answers in lengthy texts more effectively.
― 5 min read
A study on the effectiveness of GPT-4 in simplifying sentences.
― 5 min read