Papers by Aseem Arora
A Sentiment and Emotion Aware Multimodal Multiparty Humor Recognition in Multilingual Conversational Setting (2022.coling-1)
Copied to clipboard
| Challenge: | Humor is an essential aspect of daily conversation, and people try to provoke humor in their talks. |
| Approach: | They propose a multitask framework that annotates Hindi utterances with sentiment and emotion classes. |
| Outcome: | The proposed framework improves on the recently released Hindi Humor dataset . it takes sentiment and emotion into account to understand humor . |
Transfer Learning for Humor Detection by Twin Masked Yellow Muppets (2022.aacl-short)
Copied to clipboard
| Challenge: | Existing humor classification systems have been dealing with different forms of humor independently. |
| Approach: | They propose to combine different forms of humor to tackle different humor types by a shared-private multitask architecture using a transfer learning paradigm. |
| Outcome: | The proposed architecture shows statistically significant improvements over baselines and accounting for new state-of-the-art figures for two datasets. |