Datasets › CONCODE

CONCODE

Introduced by Srinivasan Iyer et al. in Mapping Language to Code in Programmatic Context archive 2025-07-28

A new large dataset with over 100,000 examples consisting of Java classes from online code repositories, and develop a new encoder-decoder architecture that models the interaction between the method documentation and the class environment.

Source: Mapping Language to Code in Programmatic Context

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Code Generation CONCODE Redcoder-ext Exact Match 23.4 Retrieval Augmented Code Generation and Summarization kagnlp/CodeGenerator +1 2 Compare

Papers archive 2025-07-28

2 shown of 2 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 46. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation 5 1 2 Sep 2021 ran 1 of 11 samples (10 unverified)
Retrieval Augmented Code Generation and Summarization 2 1 26 Aug 2021 ran 2 of 3 samples (1 unverified; 3 pointer-only for licence)

Dataset loaders archive 2025-07-28

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

License archive 2025-07-28

No licence recorded in the archive. Absence here is not a statement about the dataset's terms.

Modalities archive 2025-07-28

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • CONCODE

1 variant name, as the archive lists them.

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