Papers with computational event models
RevUp: Revise and Update Information Bottleneck for Event Representation (2023.eacl-main)
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| Challenge: | Existing external (“side”) semantic knowledge has been shown to result in more expressive computational event models. |
| Approach: | They propose a semi-supervised information bottleneck-based discrete latent variable model that reparameterizes discrete variables with auxiliary continuous latent variables and a light-weight hierarchical structure. |
| Outcome: | The proposed model outperforms existing models on multiple datasets. |