MOSTAFA RAHGOUY

Ph.D. in Computer Science

Welcome to my personal website

ABOUT ME

I got my bachelor’s degree in Computer Science. Currently, I am a Ph.D. student of Computer Science at Auburn University. I am interested in areas such as Machine learning, Natural Language Processing, and Deep Learning. I have experience in both academic and industrial perspectives.

Contact Emails:

Gmails: mostafarahgouy@gmail.com

Auburn University Email: mzr0108@auburn.edu

Please feel free to contact with me.

Research Interests:

  • Machine Learning

  • Natural Language Processing

  • Social Media Text Analysis

  • Information Retrieval

  • Knowledge Graphs

  • Text Summarizations

  • Deep Learning

Education

  • 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

Job Experiences:

  • NLP Researcher at Part AI Research Center

    • 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

Publications

  • 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.