NLP Pipeline: Understanding Land Ownership in Kenya through Network Analysis
March 17th, 2021

An end-to-end NLP pipeline from collecting and preparing more than 32.000 notices, legal entities, and court documents to build a web-based dashboard displaying land ownership in Kenya. The purpose of this project is to boost Kenya’s efforts to restore degraded land i

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Understanding Climate Change Domains through Topic Modeling
January 9th, 2021

Applying various topic modeling techniques (Top2Vec, LDA, SBERT, etc.) to extract nature-based solution (NbS) adaptation themes from text corpora.   By Bala Priya C, Nishrin Kachwala, Anju Mercian, Debaditya Shome, Farhad Sadeghlo, Hussein Jawad   Although man

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Visualizing Climate Change Impacts and Nature Based Solutions
December 27th, 2020

Applying various data science tools and methods to visualize climate change impacts. By Nishrin Kachwala, Debaditya Shome, and Oscar Chan Day by day, as we generate exponentially more data, we also sift through its complexity and consume more. Filtering out relevancy is

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Using an NLP Q&A System To Study Climate Hazards and Nature-Based Solutions
December 19th, 2020

How to create a powerful NLP Q&A system in 8 weeks, that resolves queries on a domain-specific knowledge base? Authors: Aruna Sri T., Tanmay Laud     The above snapshot is a classic example of how our Q&A system works. Users can ask questions pertainin

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