POS Tagging is the task of deciding whether each word in a sentence is a verb, noun, adjective, etc.

For example:

Moshe-Noun ate-Verb an-Determiner apple-Noun

Tagging can be used as an intermediate task in various NLP processing tools, such as Information Retrieval (IR), Parsing, Machine Translation, etc.

In this work, we study few methodologies for tagging

For more theoritical background on the tagging models, you are invited to read the thesis.

Next, we explain how to obtain and generate the needed data and tools for both Arabic and Hebrew. Then we show how to run the models and reproduce the results obtained in the thesis.

Data and Tools

Running the Models