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Research#llm🔬 ResearchAnalyzed: Jan 4, 2026 07:31

Two CFG Nahuatl for automatic corpora expansion

Published:Dec 16, 2025 09:49
1 min read
ArXiv

Analysis

The article likely presents research on using Context-Free Grammars (CFGs) for expanding Nahuatl language corpora. This suggests a focus on computational linguistics and natural language processing, specifically for a low-resource language. The use of CFGs implies a formal approach to modeling the language's structure for automated generation or analysis of text.
Reference

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Research#llm🔬 ResearchAnalyzed: Jan 4, 2026 08:11

LLMCFG-TGen: Using LLM-Generated Control Flow Graphs to Automatically Create Test Cases from Use Cases

Published:Dec 6, 2025 11:19
1 min read
ArXiv

Analysis

This article describes a research paper that leverages Large Language Models (LLMs) to automate test case generation. The core idea is to use LLMs to create Control Flow Graphs (CFGs) from use cases, which are then used to derive test cases. This approach aims to improve the efficiency and coverage of software testing by automating a traditionally manual process. The use of LLMs for this task is novel and potentially impactful.
Reference

“The paper likely details the specific LLM used, the process of CFG generation, and the methods for deriving test cases from the CFGs. It would also likely include evaluation metrics to assess the effectiveness of the approach.”

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