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Scientific Research Methodology and Experimental Design in Education and Language Learning Studies: Basics and Guidelines

• Authors : Mahmoud M. S. Abdallah (ORCID 0000-0001-6567-7651)

Subjects: Scientific Research; Research Methodology; Research Design

• Source: Online Submission. 2025.50

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Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers

• Authors : Xu, Zhijian; Zhao, Yilun; Patwardhan, Manasi

Subjects: Computation and Language

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AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research

• Authors : Zhao, Yilun; Chen, Weiyuan; Xu, Zhijian

Subjects: Computation and Language; Artificial Intelligence

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AI4Research: A Survey of Artificial Intelligence for Scientific Research

• Authors : Chen, Qiguang; Yang, Mingda; Qin, Libo

Subjects: Computation and Language; Artificial Intelligence

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ScIRGen: Synthesize Realistic and Large-Scale RAG Dataset for Scientific Research

• Authors : Lin, Junyong; Dai, Lu; Han, Ruiqian

Subjects: Computation and Language; Artificial Intelligence; Information Retrieval

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Comparing Retrieval Strategies to Capture Interdisciplinary Scientific Research: A Bibliometric Evaluation of the Integration of Neuroscience and Computer Science

• Authors : Isla, Malena Mendez; Mauro, Agustin; Kozlowski, Diego

Subjects: Computer Science - Digital Libraries; Computer Science - Information Retrieval

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Generalization Bias in Large Language Model Summarization of Scientific Research

• Authors : Peters, Uwe; Chin-Yee, Benjamin

Subjects: Computer Science - Computation and Language; Computer Science - Human-Computer Interaction

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MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research

• Authors : Burgess, James; Nirschl, Jeffrey J; Bravo-Sánchez, Laura

Subjects: Computer Science - Computer Vision and Pattern Recognition; Computer Science - Artificial Intelligence; Computer Science - Computation and Language

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MIR: Methodology Inspiration Retrieval for Scientific Research Problems

• Authors : Garikaparthi, Aniketh; Patwardhan, Manasi; Kanade, Aditya Sanjiv

Subjects: Computer Science - Artificial Intelligence; Computer Science - Computation and Language

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SridBench: Benchmark of Scientific Research Illustration Drawing of Image Generation Model

• Authors : Chang, Yifan; Feng, Yukang; Sun, Jianwen

Subjects: Computer Science - Computer Vision and Pattern Recognition; Computer Science - Artificial Intelligence

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