Papers with dialogue-based and document-based contexts
MultiDoc2Dial: Modeling Dialogues Grounded in Multiple Documents (2021.emnlp-main)
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| Challenge: | Existing work treats document-grounded dialogue modeling as a machine reading comprehension task based on a single document or passage. |
| Approach: | They propose a task and dataset for modeling goal-oriented dialogues grounded in multiple documents. |
| Outcome: | The proposed task and dataset address realistic scenarios where goal-oriented dialogues involve multiple topics and hence are grounded on different documents. |