Papers with controllable exploration
Modeling Complex Event Scenarios via Simple Entity-focused Questions (2023.eacl-main)
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| Challenge: | Event schemas describe a sequence of events in a particular context, but they are difficult to model with standard event language models. |
| Approach: | They propose a question-guided generation framework that generates events as answers to questions about participants. |
| Outcome: | The proposed framework provides better coverage of participants, diverse events within a domain, comparable perplexities for modeling event sequences, and more effective control for interactive schema generation. |