Self-learning of the course. Including projects of word2vec, dependency parsing, machine translation, question answering.
SemEval-2013 Task 13 Word Sense Induction for Graded and Non-Graded Senses.
SemEval-2018 Task 7 Semantic Relation Extraction and Classification in Scientific Papers.
An AI BOT for 2048 game. Built MCTS version in 2014. Rebuilt RL version in 2018.
Neural Network Implementation. Course project including NLP, RL, CV topics.
Implement machine learning algo. from scratch. Including course projects and notes which are related to statistics machine learning.