Recently I was building a stemming program for Afan Oromo.. I built based on the research thesis done by Debela. The thesis is done at IS department AAU. File in comments
What is stemming? Stemming is chunking down a word into its root word, by removing any affixes.
Basically the program does this. It might look easy at first but believe me if you don’t know the morphological rules and structure of the words it’s difficult.
To do so at first prepare the cluster rules, basic linguistic rules to get to the base root of the word. In this case I applied 7 rules I found in the thesis, but still it’s not hyper effective like porter stemming(stemming algorithm for English) still it needs more rules.
Why stemming?
Improve search accuracy and relevance in information retrieval systems.
I know I am just doing this for my project ISR course, but nlp projects can be made using it. Sentiment Analysis can be built using it..
@KeO_Coder
What is stemming? Stemming is chunking down a word into its root word, by removing any affixes.
Computing -> Comput
ሰዎች -> ሰዉኦች -> ሰዉ
Diddiimaa -> diimaa
Basically the program does this. It might look easy at first but believe me if you don’t know the morphological rules and structure of the words it’s difficult.
To do so at first prepare the cluster rules, basic linguistic rules to get to the base root of the word. In this case I applied 7 rules I found in the thesis, but still it’s not hyper effective like porter stemming(stemming algorithm for English) still it needs more rules.
Why stemming?
Improve search accuracy and relevance in information retrieval systems.
I know I am just doing this for my project ISR course, but nlp projects can be made using it. Sentiment Analysis can be built using it..
@KeO_Coder
Forwarded from Natyiu Design
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Doing a streamlit web app for the NLP, so that people can enter their corpus or texts and the site will provide the visualizations and statistics 📈 of the text. And also it will let you download the csv of the statistics of your document.
@KeO_Coder
@KeO_Coder
I just deployed the preprocessing app check it out..
afan-nlp.streamlit.app.
Added some pics 👆
@KeO_Coder
afan-nlp.streamlit.app.
Added some pics 👆
@KeO_Coder
Abay-Bridge: Connecting Students, Crushing Challenges (24 Hour Hackathon Edition!)✨🚀
We just conquered a 24-hour hackathon...with just 2 team members! Talk about a hustler's ambition!
The Challenge: Education🎓
Students often struggle with finding the right study support. Peers might be busy or in different fields, making physical help tricky.
💡
Ask Subject-Specific Questions: Upvote the best answers to help others!
Integrated AI Chatbot to answer burning study questions.
👥 Virtual Study Groups, Anytime, Anywhere, Created a virtual study group with video call functionality, connect with classmates through our built-in chat.
First Hackathon, Big Dreams!🌟
We were nervous newbies, but we learned that with passion and teamwork (even a small team!), anything is possible. With only two members at the helm and zero sleep, we developed the integrations and state management with unwavering determination.
Shout out to Me and Abuki
#24hr #hackathon #AbayBridge
@KeO_Coder