CodeXGLUE supplies a standardized collection of 10 code-related tasks, 14 datasets, an evaluation platform, and BERT-, GPT-, and encoder-decoder-style baselines.
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Multifactor2vec modifies skip-gram to embed courses and factors like instructors from enrollment sequences, improving offline accuracy/recall and yielding more novel recommendations than RNN in a 70-student user study.
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CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation
CodeXGLUE supplies a standardized collection of 10 code-related tasks, 14 datasets, an evaluation platform, and BERT-, GPT-, and encoder-decoder-style baselines.
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Combating the Filter Bubble: Designing for Serendipity in a University Course Recommendation System
Multifactor2vec modifies skip-gram to embed courses and factors like instructors from enrollment sequences, improving offline accuracy/recall and yielding more novel recommendations than RNN in a 70-student user study.