projects related to nlp

Parse the sentence based on CKY algorithm and context free grammar.

Train a feed-forward neural network to predict the transitions of an arc-standard dependency parser. The input to this network will be a representation of the current state (including words on the stack and buffer). The output will be a transition (shift, left_arc, right_arc), together with a dependency relation label

Train model to understand and generate the synonym based on Lesk Algorithm and word2vec similarity.

Generated the model to classify the essay written by good English speaker and poor spearker, the data were collected from the ETS tofle test writing section. These essays are scored according to skill level low, or high.

shared with jupyter notebook from colab.