Sushanth Chilla
College of Engineering
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Works (1)
Updated: April 5th, 2024 18:53
2023 article
SANN: Programming Code Representation Using Attention Neural Network with Optimized Subtree Extraction
PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, CIKM 2023, pp. 783–792.
author keywords: program analysis; code representation; static analysis; algorithm detection; program correctness prediction
TL;DR:
The results indicate the effectiveness of the SANN model in capturing important syntactic and semantic information from students' code, allowing the construction of accurate student models, which serve as the foundation for generating adaptive instructional support such as individualized hints and feedback.
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UN Sustainable Development Goal Categories
4. Quality Education
(OpenAlex)
Source: Web Of Science
Added: March 25, 2024
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