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Found 6 papers, 1 papers with code
EvoCodeBench: An Evolving Code Generation Benchmark Aligned with Real-World Code Repositories
Existing benchmarks demonstrate poor alignment with real-world code repositories and are insufficient to evaluate the coding abilities of LLMs.
ProLex: A Benchmark for Language Proficiency-oriented Lexical Substitution
To bridge this gap, we propose a new task, language proficiency-oriented lexical substitution.
DevEval: Evaluating Code Generation in Practical Software Projects
Compared to previous benchmarks, DevEval aligns to practical projects in multiple dimensions, e. g., real program distributions, sufficient dependencies, and enough-scale project contexts.
Multicollinearity Resolution Based on Machine Learning: A Case Study of Carbon Emissions in Sichuan Province
Penalized regression models were then applied for their advantages in overfitting control, high-dimensional data processing, and feature selection - well-suited for the complex energy data.
A High-fidelity, Machine-learning Enhanced Queueing Network Simulation Model for Hospital Ultrasound Operations
To address the issue, we propose a novel two-level routing component to the queueing network model.
Aspect-Based Sentiment Analysis as Fine-Grained Opinion Mining
We show how the general fine-grained opinion mining concepts of opinion target and opinion expression are related to aspect-based sentiment analysis (ABSA) and discuss their benefits for resource creation over popular ABSA annotation schemes.
Aspect-Based Sentiment Analysis
Aspect-Based Sentiment Analysis (ABSA)
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