Papers by Peter Bailey
Diversifying Reply Suggestions Using a Matching-Conditional Variational Autoencoder (N19-2)
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| Challenge: | Automated reply suggestions (SR) are becoming common in many popular applications such as Gmail (2016) . |
| Approach: | They propose a constrained-sampling approach to make the variational inference efficient for a commercial instant-messaging system. |
| Outcome: | The proposed model increases diversity without losing relevance in offline experiments. |
Storytelling with Dialogue: A Critical Role Dungeons and Dragons Dataset (2020.acl-main)
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| Challenge: | The Critical Role dataset is linguistically unique in that the narratives are generated entirely through player collaboration and spoken interaction. |
| Approach: | They describe the Critical Role Dungeons and Dragons Dataset and related analyses . they use a data augmentation method that produces 34,243 summary-dialogue chunk pairs . |
| Outcome: | The Critical Role dataset is linguistically unique in that the narratives are generated entirely through player collaboration and spoken interaction. |