About SIGNLL@UIUC
SIGNLL@UIUC is the special interest group for natural language learning at the University of Illinois at Urbana-Champaign and is one of the many subgroups of ACM
We are open to all students regardless of background and prior experience. Take a look around the website to see demos of different projects that we've completed throughout various semesters. Some of our NLP popular projects include: sentiment analysis, chatbots, summarization, and more!
Meeting times will soon be announced which are subject to change due to COVID-19. If you have any questions, feel free to reach out!
Projects
Intro to Python and Numpy
An introduction to the Python language and Numpy library
Linear and Logistic Regression
Fundamentals of linear and logistic regression algorithms
Twitter Sentiment Analysis
Analyzing and predicting the sentiment of tweets
Neural Networks
Application of neural networks to handwritten digit recognition
Chatbot Part 1
Training the model for a customer support chatbot
Chatbot Part 2
Using a pre-trained model to make chatbot predictions
Text Summarization
Extracting the most important information from a long piece of text
Tries
Application and uses of storing dictionaries in the trie data structure
Naive Bayes
Combining statistics and NLP to create a twitter de-anonymization model
Resources / Contact
About Me :)
