Datasets › decaNLP

decaNLP (Natural Language Decathlon Benchmark)

Introduced by Bryan McCann et al. in The Natural Language Decathlon: Multitask Learning as Question Answering archive 2025-07-28

Natural Language Decathlon Benchmark (decaNLP) is a challenge that spans ten tasks: question answering, machine translation, summarization, natural language inference, sentiment analysis, semantic role labeling, zero-shot relation extraction, goal-oriented dialogue, semantic parsing, and commonsense pronoun resolution. The tasks as cast as question answering over a context.

Source: The Natural Language Decathlon: Multitask Learning as Question Answering Image Source: http://decanlp.com/

Benchmarks archive 2025-07-28

No leaderboard in the archive resolves to this dataset.

Papers archive 2025-07-28

No paper in the archive has a leaderboard row on this dataset; the archive counts 28 papers for it but never published that list.

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

Custom (multiple)

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • decaNLP

1 variant name, as the archive lists them.

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