Papers by Aditya Prakash Patra
Meta-Learning based Deferred Optimisation for Sentiment and Emotion aware Multi-modal Dialogue Act Classification (2022.aacl-main)
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| Challenge: | Empirically, we show that the optimisation of multi-modal DAC, SA and ER tasks produces better results compared to its different counterparts. |
| Approach: | They propose a dual attention mechanism that integrates sentiment tags into a multi-modal conversational framework that integrate modal attentions and multiple loss optimization. |
| Outcome: | The proposed framework integrates sentiment tags for each utterance and learns generalized features across multiple tasks. |