Latest Articles for Evaluation

TriviaHG offers hints for questions, promoting deeper thinking and learning.

A new dataset improves assessment of molecular knowledge in language models.

This study explores how our brains evaluate choices and make decisions.

This guide helps streamline the evaluation of recommendation systems for better user experience.

This work focuses on identifying important scenes to enhance movie script summaries.

A method for simultaneous learning and evaluation of policies using all available data.

This article explores how LLMs generate and refine scientific hypotheses from existing data.

KGExplainer enhances transparency in knowledge graph completion through meaningful explanations.

A novel approach to generate detailed images of people in complex scenes.

A review of datasets focused on enhancing LLM safety.

Revolutionizing agent performance through evaluation and experience accumulation.

A focus on methods to assess and refine digital agents' performance.

A new method uses LLMs to enhance program repair efficiency.

Research reveals how self-reflection impacts language model performance across different question types.

Exploring key concepts in logic and computer science for effective reasoning.

A look at using language models to evaluate software requirements satisfaction.

A new benchmark reveals gaps in visual understanding of large language models.

Analyzing how noise affects student and college matching in admissions processes.

Using feedback mechanisms to enhance LLM-generated scientific summaries.

New dataset Square-10M significantly boosts open-source visual question answering capabilities.

This article presents a method for generating test scenarios from natural language requirements.

This approach improves data extraction from web pages using structured rules.

A new benchmark improves how we assess LVLMs and their accuracy.

The CHC competition showcased advances in solvers and their applications in program verification.

This study investigates automated systems for providing essay feedback using language models.

Synthetic data provides cost-effective solutions while ensuring privacy and reducing bias.

A new benchmark evaluates language models' understanding of word meanings and relationships.

New metrics improve evaluation of information extraction systems in handwritten documents.

A framework for assessing AI strategies in competitive and cooperative environments.

Assessing the reliability of AI-produced summaries for improved software maintenance.

Examining how ChatGPT impacts healthcare and its potential uses.

DynaMo models generate text faster and with better quality using multi-token prediction.

A new dataset improves the generation of related work sections in scientific papers.

TREC iKAT aims to improve interactions with conversational agents through personalized dialogues.

SCRABLE offers automated solutions for effective app review management.

Assessing the capabilities and challenges of advanced video understanding models.

This study analyzes the effectiveness of LLMs in evaluating AI-generated explanations.

A new framework evaluates how well language models help experts with writing tasks.

PEAVS analyzes how well audio and video work together for better viewer experiences.

A quick way to evaluate DNN performance after new training.