activity
20192025
most citedCodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation

416 citations · 713 across the 29 of their papers we have counts for

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2 papers · 1 filter

cs.PL2024

Is Next Token Prediction Sufficient for GPT? Exploration on Code Logic Comprehension

Mengnan Qi, Yufan Huang, Yongqiang Yao +3

Large language models (LLMs) has experienced exponential growth, they demonstrate remarkable performance across various tasks. Notwithstanding, contemporary research primarily cent…

cs.PL2023★ 2 cited

Code Execution with Pre-trained Language Models

Chenxiao Liu, Shuai Lu, Weizhu Chen +5

Code execution is a fundamental aspect of programming language semantics that reflects the exact behavior of the code. However, most pre-trained models for code intelligence ignore…