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question-answering-on-cronquestions

Question Answering
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PaperCodeHits@1ModelNameReleaseDate
Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models97.8GenTKGQA2024-02-26
Question Calibration and Multi-Hop Modeling for Temporal Question Answering97.1QC-MHM2024-02-20
[]()96.9LGQA
[]()96.9M3TQA
Temporal knowledge graph question answering via subgraph reasoning✓ Link96.6SubGTR2022-05-30
Self-Improvement Programming for Temporal Knowledge Graph Question Answering93.7Prog-TQA2024-04-02
[]()92CTRN-hard
[]()92CTRN
TempoQR: Temporal Question Reasoning over Knowledge Graphs✓ Link91.8TempoQR-Hard2021-12-10
[]()90.9TSIQA-Search
Improving Time Sensitivity for Question Answering over Temporal Knowledge Graphs83.1TSQA2022-03-01
[]()81.1SERQA-soft
[]()80.6CTRN-soft
TempoQR: Temporal Question Reasoning over Knowledge Graphs✓ Link79.9TempoQR-Soft2021-12-10
Time-aware Multiway Adaptive Fusion Network for Temporal Knowledge Graph Question Answering78.4TMA2023-02-24
[]()75.4ChatGPT w/ tkg
TempoQR: Temporal Question Reasoning over Knowledge Graphs✓ Link74.5EntityQR2021-12-10
Question Answering Over Temporal Knowledge Graphs✓ Link64.7CronKGQA2021-06-03
[]()28.8EmbedKGQA
[]()28.8EaE
[]()28.8T-EaE-replace
[]()27.8T-EaE-add
[]()25.2T5-3B
TempoQR: Temporal Question Reasoning over Knowledge Graphs✓ Link24.3BERT2021-12-10
[]()22.6KnowBERT
[]()22.5RoBERTa
[]()15.1ChatGPT w/o tkg
[]()7.1BERT w/o tkg
[]()7RoBERTa w/o tkg
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