Papers by Tanmay Khule
PFA-ERC: Psuedo-Future Augmented Dynamic Emotion Recognition in Conversations (2024.findings-emnlp)
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| Challenge: | Current technologies in ERC are limited due to the need for future information. |
| Approach: | They propose a time-series forecasting transformer that predicts pseudo-future information to overcome this constraint. |
| Outcome: | The proposed method achieves state of the art performance on three ERC datasets - MELD, EmoryNLP, and IEMOCap. |