Papers by Jhagrut Lalwani
Can you Summarize my learnings? Towards Perspective-based Educational Dialogue Summarization (2023.findings-emnlp)
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| Challenge: | Increasing use of virtual tutors has allowed for more efficient, personalized, and interactive AI-based learning experiences. |
| Approach: | They propose a task of Multi-modal Perspective based Dialogue Summarization (MM-PerSumm) that summarizes educational dialogues from three unique perspectives: the Student, the Tutor, and a Generic viewpoint. |
| Outcome: | The proposed model can summarize educational dialogues from three perspectives, while student-oriented summaries should distill learning points, track progress, and suggest scope for improvement. |