Papers by Janarthanan Rajendran
Learning End-to-End Goal-Oriented Dialog with Multiple Answers (D18-1)
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| Challenge: | Existing methods for dialog learning assume there is only one correct next utterance . a significant drop in performance is seen in existing methods for evaluating dialog systems . |
| Approach: | They propose a method that assumes there is only one correct next utterance in a dialog . they propose bAbI dialog tasks that introduce valid next . |
| Outcome: | The proposed method improves performance and achieves 47.3% accuracy on permuted-bAbI dialog tasks. |