Latest Articles for Evaluation

A new approach to assess the reliability of methods explaining AI decision-making.

AxiomVision offers a new approach to video analysis, enhancing performance in changing conditions.

A new tool for assessing explainability methods in AI systems.

BackdoorBench offers a unified approach to assess backdoor learning methods in deep neural networks.

An assessment of multimodal LLMs' zero-shot performance across various tasks.

A new tool improves the process of translating questionnaires across languages.

Study assesses the reasoning skills of large language models with complex questions.

A challenge to predict deaths in armed conflicts with a focus on uncertainty.

Discover how LLMs can streamline data extraction in materials science.

Exploring the role and challenges of LLMs in knowledge engineering.

A new framework enhances language models by integrating external data for better accuracy.

Comidds offers updated information on datasets for intrusion detection research.

Researchers discuss the impact of LLMs on evaluating information retrieval systems.

Learn how coding assistants help developers enhance coding efficiency.

New methods offer better evaluation of language understanding in models.

A new method to combine language models more effectively.

Utilizing deep learning to improve early detection of oral squamous cell carcinoma.

This research focuses on improving the quality of hybrid quantum software through analysability.

MathScape enhances evaluation of MLLMs with visual and textual math problems.

Exploring the use of LLMs in inductive logic programming.

A structured method to create synthetic conversations using language models.

ArabLegalEval assesses LLMs' performance in handling Arabic legal information.

Discover how VERA improves RAG system evaluation accuracy and efficiency.

A new approach to assess LLMs with diverse evaluation sets.

This article examines how format bias affects language model performance and suggests improvement strategies.

Hindi-BEIR aims to improve information retrieval systems for Hindi content.

Exploring methods to align LLMs with online groups for better insights.

A tool designed to assess sign language skills through natural motion analysis.

A novel approach to assess health-related answers generated by AI models.

FilmCPI improves drug discovery by addressing data imbalance and enhancing prediction efficiency.

RedWhale model enhances Korean text understanding through specialized techniques.

A look into SAM2's performance and challenges in medical image segmentation.

Research assesses how well LLMs generate educational questions for learning.

Innovative framework enhances clarity in medical document summaries.

This article examines a method for assessing LLM-generated code accuracy.

A new method enhances accuracy in counting objects in generated images.

A look at improving AI explanation methods for better understanding.

A new model designed to enhance Vietnamese language tasks through text and image processing.

A new approach to assess language models with varied instructions and tasks.

AI can significantly speed up grading handwritten answer sheets for teachers.