Latest Articles for Evaluation

SciEval evaluates language models on their scientific research skills with diverse questioning.

A practical approach to assess guidance systems for effective data analysis.

This article discusses the need for better document classification techniques.

Combining neural networks with traditional methods improves airbrake safety and performance.

This article reviews how well current evaluation methods score paragraph-level translations.

A new dataset aids in assessing language models for healthcare applications.

A new method to improve speech quality using energy-efficient networks.

Introducing a dataset focused on factual question-answer conversations.

A study assesses the effectiveness of One Health surveillance across eleven European systems.

A new method for better evaluating object proposals in vision and language tasks.

Researchers use machine translation to enhance dialogue quality assessments in various languages.

This article examines hallucination in AI language models and ongoing research.

Examining issues and solutions for learned query optimizers in database management.

HAE-RAE Bench focuses on assessing cultural knowledge in Korean language models.

This work assesses how well VLMs reason based on visual content.

A study on generating meaningful follow-up questions to deepen understanding.

A new dataset enhances speech synthesis by capturing emotional expression without relying on text.

A model integrating appraisal and reinforcement learning enhances emotional evaluation.

This study examines how to classify revisions for better argumentative writing.

Exploring how LLMs can assess model outputs in multiple languages.

SLIDE improves machine translation assessments by incorporating broader context during evaluation.

This method enhances mobile robots' path planning in changing environments.

This study compares performance across various language models in answering complex questions.

A study examines the effectiveness of automated sound maskers in public spaces.

A focused approach to quickly identify software bugs through targeted testing.

A novel method enhances cancer diagnosis by integrating weak causality signals in medical imaging.

New methods improve style transfer for text while maintaining meaning.

A study on detecting hate speech in Algerian social media language.

This article discusses the evaluation metrics for effective healthcare chatbots.

This study examines how deep learning models change during Neural Architecture Search.

Discover a new approach to improve evaluation efficiency in lambda calculus.

Introducing SALSA-CLRS to improve algorithm evaluation using sparse graphs.

SQuArE metric improves evaluation of QA systems through multiple answer references.

A new system aims to connect users with medical professionals through automated classification.

Advancements in summarizing doctor-patient conversations improve telemedicine communication.

Exploring proof techniques for evaluating functions in programming languages.

Stability in clustering ensures groups are effective and meaningful.

GRANDE uses gradient descent to improve learning from tabular data.

A new method for assessing AI models through embeddings and meta features.

A new method reveals patterns in legal decisions using automated text analysis.