Papers by Hugh Perkins
Dialog Intent Induction with Deep Multi-View Clustering (D19-1)
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| Challenge: | Existing work assumes that dialog intents are expressed in query utterances and captured in the rest of the dialog. |
| Approach: | They propose a dialog intent induction task and propose alternating-view k-means for clustering . they split a conversation into two independent views and exploit multi-view clustering techniques . |
| Outcome: | The proposed approach can induce better dialog intent clusters than state-of-the-art clustering methods. |