Home ›
Entities
› academia
› CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation
CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation
Research article (Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024) · cited 14× · AI/ML
CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation
Summary
CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation is a scholarly article[1].
Key Facts
CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation's instance of is recorded as scholarly article[2].
References
Programmatic citations — every numbered marker resolves to a verifiable graph row below.
Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation. Retrieved May 24, 2026, from https://4ort.xyz/entity/codescope-an-execution-based-multilingual-multitask-multidimensional-benchmark-for-evaluating-llms-on-code-understanding
MLA“CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/codescope-an-execution-based-multilingual-multitask-multidimensional-benchmark-for-evaluating-llms-on-code-understanding.
BibTeX@misc{4ortxyz_codescope-an-execution-based-multilingual-multitask-multidimensional-benchmark-for-evaluating-llms-on-code-understanding_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation}}, year = {2026}, url = {https://4ort.xyz/entity/codescope-an-execution-based-multilingual-multitask-multidimensional-benchmark-for-evaluating-llms-on-code-understanding}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation — https://4ort.xyz/entity/codescope-an-execution-based-multilingual-multitask-multidimensional-benchmark-for-evaluating-llms-on-code-understanding (retrieved 2026-05-24)
