XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval

Research article (Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024) · cited 22× · AI/ML
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XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval

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XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval. Retrieved May 24, 2026, from https://4ort.xyz/entity/xcodeeval-an-execution-based-large-scale-multilingual-multitask-benchmark-for-code-understanding-generation-translation-
MLA “XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/xcodeeval-an-execution-based-large-scale-multilingual-multitask-benchmark-for-code-understanding-generation-translation-.
BibTeX @misc{4ortxyz_xcodeeval-an-execution-based-large-scale-multilingual-multitask-benchmark-for-code-understanding-generation-translation-_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval}}, year = {2026}, url = {https://4ort.xyz/entity/xcodeeval-an-execution-based-large-scale-multilingual-multitask-benchmark-for-code-understanding-generation-translation-}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval — https://4ort.xyz/entity/xcodeeval-an-execution-based-large-scale-multilingual-multitask-benchmark-for-code-understanding-generation-translation- (retrieved 2026-05-24)

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