Papers with Knowledge Triplet Learning
Self-Supervised Knowledge Triplet Learning for Zero-Shot Question Answering (2020.emnlp-main)
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| Challenge: | Current supervised Question Answering methods rely on expensive data annotations and can introduce unintended annotator bias. |
| Approach: | They propose a self-supervised task over knowledge graphs that can be supervised by a data annotation tool. |
| Outcome: | The proposed task performs better than pre-trained language models on a large dataset. |