Papers by Vishwas Suryanarayanan
ScopeIt: Scoping Task Relevant Sentences in Documents (2020.coling-industry)
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| Challenge: | a problem faced by conversational agents working with large documents is the frequent presence of information that is irrelevant to the agent. |
| Approach: | They propose a neural model for scoping relevant information from a large document . they show that the model performs better with emails than existing baselines . |
| Outcome: | The proposed model improves intent detection and entity extraction tasks without drop in recall. |