Papers by Sreevatsa Muppirala
DepNeCTI: Dependency-based Nested Compound Type Identification for Sanskrit (2023.findings-emnlp)
Copied to clipboard
Jivnesh Sandhan, Yaswanth Narsupalli, Sreevatsa Muppirala, Sriram Krishnan, Pavankumar Satuluri, Amba Kulkarni, Pawan Goyal
| Challenge: | Multi-component compounding is a prevalent phenomenon in Sanskrit, and understanding the implicit structure of a compound is crucial for deciphering its meaning. |
| Approach: | They propose a task to identify nested spans of a multi-component compound and decode the implicit semantic relations between them. |
| Outcome: | The proposed framework surpasses the best baseline framework with an average improvement of 13.1 points in terms of Labeled Span Score and 5-fold enhancement in inference efficiency. |