Children's texts for commonsense knowledge extraction

Paper:

• Do Children Texts Hold The Key To Commonsense Knowledge? Julien Romero and Simon Razniewski, EMNLP 2022 [pdf]

Data and interactive models on Huggingface:

• Overview page with InfantBooks dataset
• ChildBERT interactive pre-trained model
• ChildGPT interactive pre-trained model

Other data:

• Sample predictions of childBERT vs. normal BERT
• Lama-style probes for commonsense knowledge (Table 6)