CRONQUESTIONS, the Temporal KGQA dataset
consists of two parts: a KG with temporal annotations, and a set of natural language questions requiring temporal reasoning.
Source: [Question Answering Over Temporal Knowledge Graphs
]{https://arxiv.org/abs/2106.01515}
Variants: CronQuestions
This dataset is used in 1 benchmark:
| Task | Model | Paper | Date |
|---|---|---|---|
| Question Answering | Prog-TQA | Self-Improvement Programming for Temporal Knowledge … | 2024-04-02 |
| Question Answering | GenTKGQA | Two-stage Generative Question Answering on … | 2024-02-26 |
| Question Answering | QC-MHM | Question Calibration and Multi-Hop Modeling … | 2024-02-20 |
| Question Answering | TMA | Time-aware Multiway Adaptive Fusion Network … | 2023-02-24 |
| Question Answering | TSQA | Improving Time Sensitivity for Question … | 2022-03-01 |
| Question Answering | BERT | TempoQR: Temporal Question Reasoning over … | 2021-12-10 |
| Question Answering | TempoQR-Hard | TempoQR: Temporal Question Reasoning over … | 2021-12-10 |
| Question Answering | TempoQR-Soft | TempoQR: Temporal Question Reasoning over … | 2021-12-10 |
| Question Answering | EntityQR | TempoQR: Temporal Question Reasoning over … | 2021-12-10 |
| Question Answering | CronKGQA | Question Answering Over Temporal Knowledge … | 2021-06-03 |
Recent papers with results on this dataset: