Auburn University Email: mzr0108@auburn.edu
Please feel free to contact with me.
Machine Learning
Natural Language Processing
Social Media Text Analysis
Information Retrieval
Knowledge Graphs
Text Summarizations
Deep Learning
Computer Science at Auburn University
Doctor of Philosophy, Alabama, USA, 2021 - Present
Supervisor: Dr. Cheryl D. Seals
Computer Science at University of Mohaghegh Ardabili
Bachelor, Ardabil, Iran, 2013 - 2019
Tehran, Iran, April 2020 - Present
Part is the biggest AI company in Iran operating in different areas of AI
Projects:
1. Abstractive Text Summarization
2. Extractive Text summarization
3. Semantic Search
4. PartNLP
5. Keyword Extraction
6. Recommendation System
Tools and Technologies that I used in my projects:
Python, Deep Learning, Pytorch, BERT, GPT-2, RL, Big Data, Elastic Search, Word Embeddings, Graph-based Methods, OOP, Graph Pattern Extraction, Spark, Autoencoder, Tensorflow, NLTK, spaCy, Stanza
Giglou, Hamed Babaei, Taher Rahgooy, Mostafa Rahgouy, and Jafar Razmara. "UoT-UWF-PartAI at SemEval-2021 Task 5: Self Attention Based Bi-GRU with Multi-Embedding Representation for Toxicity Highlighter.", ACL DOI: 10.18653/v1/2021.semeval-1.129 (2021).
Giglou, Hamed Babaei, Taher Rahgooy, Jafar Razmara, Mostafa Rahgouy, and Zahra Rahgooy. "Profiling Haters on Twitter using Statistical and Contextualized Embeddings." In CLEF. 2021.
Giglou, Hamed Babaei, Jafar Razmara, Mostafa Rahgouy, and Mahsa Sanaei. "LSACoNet: A Combination of Lexical and Conceptual Features for Analysis of Fake News Spreaders on Twitter." In CLEF (Working Notes). 2020.
Giglou, Hamed Babaei, Mostafa Rahgouy, Taher Rahgooy, Mohammad Karami Sheykhlan, and Erfan Mohammadzadeh. "Author Profiling: Bot and Gender Prediction using a Multi-Aspect Ensemble Approach." In CLEF (Working Notes). 2019.
Rahgouy, Mostafa, Hamed Babaei Giglou, Taher Rahgooy, Mohammad Karami Sheykhlan, and Erfan Mohammadzadeh. "Cross-domain Authorship Attribution: Author Identification using a Multi-Aspect Ensemble Approach." In CLEF (Working Notes). 2019.