Papers by Anshul Agarwal
SanskritShala: A Neural Sanskrit NLP Toolkit with Web-Based Interface for Pedagogical and Annotation Purposes (2023.acl-demo)
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| Challenge: | SanskritShala is a neural-based Sanskrit NLP toolkit that is available as a web-based application . |
| Approach: | They propose a neural Sanskrit NLP toolkit that facilitates linguistic analyses for word segmentation, morphological tagging, dependency parsing, and compound type identification. |
| Outcome: | The proposed toolkit reports state-of-the-art performance on benchmark datasets . it is built with easy-to-use interactive data annotation features . |
MIMOQA: Multimodal Input Multimodal Output Question Answering (2021.naacl-main)
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| Challenge: | Multimodal research has picked up significantly in the space of question answering with the task being extended to visual question answering, charts question answering as well as multimodal input question answering. |
| Approach: | They propose a multimodal question-answering task that produces a unimodal textual output as the answer through human experiments. |
| Outcome: | The proposed framework outperforms existing frameworks on both automatic and human metrics. |