Datasets › CoNaLa-Ext

CoNaLa-Ext (CoNaLa Extended With Question Text)

Introduced by Gabriel Orlanski et al. in Reading StackOverflow Encourages Cheating: Adding Question Text Improves Extractive Code Generation8 Jun 2021 archive 2025-07-28

The CoNaLa Extended With Question Text is an extension to the original CoNaLa Dataset (Papers With Code Link) proposed in the NLP4Prog workshop paper "Reading StackOverflow Encourages Cheating: Adding Question Text Improves Extractive Code Generation". The key additions are that every example now has the full question body from its respective StackOverflow Question.

IMPORTANT If you use this dataset, you MUST cite the original CoNaLa dataset paper.

Source: CoNaLa-Ext Homepage

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 CoNaLa-Ext BART W/ Mined BLEU 35.32 Reading StackOverflow Encourages Cheating: Adding... gabeorlanski/stackoverflow-encourages-cheating 6 Compare

Papers archive 2025-07-28

4 shown of 4 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 4. 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
Reading StackOverflow Encourages Cheating: Adding Question Text Improves Extractive Code Generation 1 2 8 Jun 2021 not harvested
Incorporating External Knowledge through Pre-training for Natural Language to Code Generation 2 2 20 Apr 2020 ran 0 of 5 samples (5 unverified)
Reranking for Neural Semantic Parsing 0 1 1 Jul 2019 not harvested
TRANX: A Transition-based Neural Abstract Syntax Parser for Semantic Parsing and Code Generation 4 1 5 Oct 2018 ran 2 of 7 samples (5 unverified; 2 pointer-only for licence)

Dataset loaders archive 2025-07-28

No loader listed in the archive.

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

Languages archive 2025-07-28

Variants archive 2025-07-28

  • CoNaLa-Ext

1 variant name, as the archive lists them.

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