Latest Articles for Evaluation

ProtoDep offers clear insights for detecting depression through social media analysis.

This study analyzes the performance of neural network circuits and their reliability.

A new framework for creating high-quality images based on specific layouts.

HaloQuest addresses hallucination issues in vision-language models with a new dataset.

A new method enhances point tracking accuracy and efficiency in video processing.

A tool improves action categorization, aiding developer efficiency in workflows.

A new method improves structural design by minimizing stress effectively.

A new benchmark evaluates LLMs for factual accuracy.

A novel approach for faster title set evaluation without human references.

A fresh approach to assess persona agents using language models.

Evaluating machine learning models to ensure fairness across diverse populations.

Dallah supports Arabic dialects, improving communication in text and images.

A toolkit designed for better evaluation of human-bot interactions.

Using AI-generated relevance marks for efficient evaluation of information retrieval systems.

A novel approach enhances comparisons of reinforcement learning algorithms across diverse environments.

A new benchmark to evaluate models analyzing music and language.

Explore different frameworks and methods for evaluating large language models effectively.

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.