Datasets › TIQ

TIQ

Introduced by Zhen Jia et al. in Faithful Temporal Question Answering over Heterogeneous Sources23 Feb 2024 archive 2025-07-28

Existing benchmarks for temporal QA focus on a single information source (either a KB or a text corpus), and include only few questions with implicit constraints. we devise a new method for automatically creating temporal questions with implicit constraints, with systematic controllability of different aspects, including the relative importance of different source types (text, infoboxes, KB), fractions of prominent vs. long-tail entities, question complexity, and more.

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 TIQ FAITH P@1 49.1 Faithful Temporal Question Answering over Heterogeneous Sources — 9 Compare

Papers archive 2025-07-28

9 shown of 9 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 11. 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
Faithful Temporal Question Answering over Heterogeneous Sources 0 1 23 Feb 2024 not harvested
Explainable Conversational Question Answering over Heterogeneous Sources via Iterative Graph Neural Networks 1 1 2 May 2023 not harvested
GPT-4 Technical Report 11 1 15 Mar 2023 ran 2 of 5 samples (3 unverified; 1 pointer-only for licence)
Training language models to follow instructions with human feedback 11 1 4 Mar 2022 ran 0 of 4 samples (4 unverified)
TempoQR: Temporal Question Reasoning over Knowledge Graphs 3 1 10 Dec 2021 not harvested
Complex Temporal Question Answering on Knowledge Graphs 1 1 18 Sep 2021 not harvested
UNIQORN: Unified Question Answering over RDF Knowledge Graphs and Natural Language Text 1 1 19 Aug 2021 not harvested
Question Answering Over Temporal Knowledge Graphs 2 1 3 Jun 2021 ran 0 of 2 samples (2 unverified; 1 pointer-only for licence)
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering 1 1 29 Dec 2020 not harvested

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

No modality tagged.

Languages archive 2025-07-28

No language tagged.

Variants archive 2025-07-28

  • TIQ

1 variant name, as the archive lists them.

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections