English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Plus monthly

Global: Zendy Tools annual

Global: Zendy Tools monthly

Global: Zendy Free Plan

We present a neural Sanskrit Natural Language Processing (NLP) toolkit namedSanskritShala (a school of Sanskrit) to facilitate computational linguisticanalyses for several tasks such as word segmentation, morphological tagging,dependency parsing, and compound type identification. Our systems currentlyreport state-of-the-art performance on available benchmark datasets for alltasks. SanskritShala is deployed as a web-based application, which allows auser to get real-time analysis for the given input. It is built witheasy-to-use interactive data annotation features that allow annotators tocorrect the system predictions when it makes mistakes. We publicly release thesource codes of the 4 modules included in the toolkit, 7 word embedding modelsthat have been trained on publicly available Sanskrit corpora and multipleannotated datasets such as word similarity, relatedness, categorization,analogy prediction to assess intrinsic properties of word embeddings. So far aswe know, this is the first neural-based Sanskrit NLP toolkit that has aweb-based interface and a number of NLP modules. We are sure that the peoplewho are willing to work with Sanskrit will find it useful for pedagogical andannotative purposes. SanskritShala is available at:https://cnerg.iitkgp.ac.in/sanskritshala. The demo video of our platform can beaccessed at: https://youtu.be/x0X31Y9k0mw4.

SanskritShala: A Neural Sanskrit NLP Toolkit with Web-Based Interface for Pedagogical and Annotation Purposes