Papers by Silvia Pareti
Dialog Intent Structure: A Hierarchical Schema of Linked Dialog Acts (L18-1)
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| Challenge: | a schema for dialog representation captures the pragmatic intents of the conversation independently from any semantic representation. |
| Approach: | They propose a hierarchical and extensible schema for dialog representation . schema captures pragmatic intents of conversation independently from any semantic representation based on semantic content . |
| Outcome: | The proposed schema captures the pragmatic intents of the conversation independently from any semantic representation. |
Resolving Indirect Referring Expressions for Entity Selection (2023.acl-long)
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| Challenge: | Recent advances in language modeling have enabled new conversational systems. |
| Approach: | They propose to use a dataset of indirect referring expressions to solve the problem of reference resolution when people use natural expressions . they propose to model the problem using 42K indirect referred expressions across three domains and a public dataset of entity pairs and utterances. |
| Outcome: | The proposed models achieve 82%-87% accuracy in realistic settings, while reasonable invites further advances. |