Datasets › QuAC

QuAC (Question Answering in Context)

Introduced by Eunsol Choi et al. in QuAC: Question Answering in Context1 Jan 2018 archive 2025-07-28

Question Answering in Context is a large-scale dataset that consists of around 14K crowdsourced Question Answering dialogs with 98K question-answer pairs in total. Data instances consist of an interactive dialog between two crowd workers: (1) a student who poses a sequence of freeform questions to learn as much as possible about a hidden Wikipedia text, and (2) a teacher who answers the questions by providing short excerpts (spans) from the text.

Source: https://paperswithcode.com/paper/quac-question-answering-in-context-1/ Image Source: https://paperswithcode.com/paper/quac-question-answering-in-context-1/

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
Question Answering QuAC FlowQA (single model) F1 64.1 FlowQA: Grasping Flow in History for Conversational... momohuang/FlowQA 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 178. 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
Language Models are Few-Shot Learners 67 1 28 May 2020 ran 15 of 65 samples (50 unverified; 4 pointer-only for licence)
FlowQA: Grasping Flow in History for Conversational Machine Comprehension 1 1 6 Oct 2018 not harvested

Dataset loaders archive 2025-07-28

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

Tasks archive 2025-07-28

License archive 2025-07-28

CC BY-SA 4.0

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • QuAC

1 variant name, as the archive lists them.

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