Repository files navigation
Developed Topic Modeling system using Bert topic on saudinewsnet dataset.
Converted unstructured data to structured one each doc belongs to a certain topic.
Tested the model, got got results.
Developed Semantic Search system using sentence-transformer on the Quora dataset to retrieve relevant docs based on input queries.
Used cosine similarity to measure semantic similarity between query embeddings and document embeddings.
Tested the model and got great results.
Fine-tuned base BERT model on Twitter dataset and IMDB data set for identifing sentiment of a given sentence.
Tested the model and achieved high accuracy.
Implemented text generation system using LSTMs to predict the next word of a given context.
Trained the model on Shakespeare Sonnets Dataset.
Tested the mode and achieved acceptable results.
Leveraged the Farasa framework for Arabic NLP to obtain Part-of-Speech (POS) tags for each word in a given sentence.
Developed a visualization using NetworkX to represent each word along with its corresponding POS tag in a graphical format.
You can’t perform that action at this time.