SAEEDE MOMTAZI - Amirkabir University of Technology

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Amirkabir University of Technology

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SAEEDE MOMTAZI

Associate Professor
Department of Computer Engineering
Artificial Intelligent and Robotics

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momtazi

aut.ac.ir

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h-index (Scopus):

18.00

Citations (Scopus):

1538

Supervised PhD Theses

Thesis title

Date

Improving Semantic Information Retrieval Using Smoothing in Deep Neural Network

ZAHRA POURBAHMAN & Alireza Bagheri
Other Supervisor:

2023 Oct

Supervised MSc Theses

Thesis title

Date

Query Recommendation in Search Engines using Text Embedding and Graph Embedding

ALIREZA MAZOCHI
Other Supervisor: EHSAN NAZERFARD

2024 Feb

Response Generation in Task-based Dialogue Systems with Limited Training Data

MOHAMMADREZA GHOFRANI & MOHAMMAD MEHDI HOMAYOUNPOUR
Other Supervisor:

2024 Feb

Design and development of a cross-ligual chatbot using Deep neural Networks

WAJIHA SYED & Hossein Zeinali
Other Supervisor:

2023 Oct

Detecting Unanswerable Questions in Machine Reading Comprehension Based Question Answering Systems

KASRA DARVISHI

2023 Sep

Hate speech detection in text with deep neural networks approach

ALI AZIZI

2023 Aug

Joint Intent Detection and Slot Filling using Deep Learning

REZA ZADKAMALI & Hossein Zeinali
Other Supervisor:

2023 Jul

Abstractive Text Summarization using Generative Adversarial Networks

MOHAMMAD REZA AZIZI

2022 Oct

Sentiment analysis in Persian texts using information at entity and phrasal level

BAHMAN BAHMANI

2022 Oct

Question Answering Over Knowledge Graphs using deep neural graph representation

FARHAD SHIRMARDI MARYAM ABADI

2022 May

Sentimental Influence Maximization in social network

MILAD MOHAMMAD REZAEI & Maryam AmirHaeri
Other Supervisor:

2021 Oct

Influence Maximization in complex Networks Using Multi-Objective Optimization Methods

ALIAKBAR BADRI & Maryam AmirHaeri
Other Supervisor:

2021 Sep

Event Detection in social media with deep learning

ARYA HADIZADEH MOGHADDAM

2021 Apr

Legal question answering with deep learning

MARYAMALSADAT MOUSAVIAN

2021 Apr

Text-based Question Answering with Deep Attention-based Neural Networks

ZAHRA ABBASIYANTAEB

2021 Feb

Design and implemention of dialogue system between human and chatbot using deep learning

ALIREZA FARASAT MEMAR & EHSAN NAZERFARD
Other Supervisor:

2020 Dec

Developing a dialogue system for human robot interaction

ELMIRA SARRAFI & SAEED SHIRY GHIDARY
Other Supervisor:

2020 Jun

Expert Finding in Community Question-Answering

NEGIN GHASEMITAHERI

2019 Dec

Proposing a Method for Credit Card Fraud Detection

JAVAD FOROUGH

2019 Nov

Domain Adaptation in Opinion Mining with Deep Transfer Learning

ALI ASGHAR TAGHIZADEH

2019 Sep

Desing and Implementation of Recommender Systems Using Related Text

PARISA ABOLFATH BEYGI DEZFOULI & MEHDI DEHGHAN TAKHT FOOLADI
Other Supervisor:

2019 Jul

Answer Summarization in Community Question Answering

RAMIN FATOURECHI

2019 Feb

Question answering over Knowledge-graph using a deep learning approach

MOHAMMAD AMIN ABOLGHASEMI

2019 Feb

Product Aspect Extraction from Customer Reviews

HOMAION HEIDARZADEH

2019 Feb

PERSIAN Word Sense Disambiguation Using Active Learing

NARGES FESHANG

2018 Sep

automatic question answering in the herbal medicine domain

MAHSA JAFARI PARSA

2018 Mar

named entity recognition in persian text using a deep learning - based feature fusion approach

FARZANEH TORABI

2017 Sep

transforming natural language questions to knowledge graph queries

MARYAM HAJILOO

2017 Sep

Using Large Language Models to Improve Text-Attributed Graph Data Processing

NIMA PARIFARD

2026 Mar

In- and Out-of-Scope Intent Detection in Natural Language Understanding Systems

SANA NOURI & MOHAMMAD MEHDI HOMAYOUNPOUR
Other Supervisor:

2025 Mar

Abstractive long document summarization using pre-trained language models

ZAHRA ZANJANI

2025 Apr

Books

Title

Author(s)

Publisher country

publication date

version

Persian Computational Linguistics and NLP

S. Momtazi

Germany

Question Answering over Text and Knowledge Base

S. Momtazi, Z. Abbasiyantaeb

Netherlands

Journal Papers

R. Zadkamali, H. Zeinali, S. Momtazi, "Incorporating Transition Matrix With Prior Knowledge and Dynamic Graph Attention Within Graph CRF for Joint Slot Filling and Intent Detection", Ieee Access, 2026 May vol. 14, no. , pp.79315-79330, 2026.

S. Karimi, M. Tabatabaie, M. Javadi, S. Momtazi, "What Are the Criteria of Personality in Artificial Intelligence in Relation to Moral Status?", Journal of Philosophical Investigations, 2026 Feb vol. , no. 54, pp.521-542, 2026.

M.H. Goldani, S. Momtazi, R. Safabakhsh, "Fighting Misinformation in Health News: DCNN-CapsNet for Cross-Domain Health Misinformation Detection", Acm Transactions On Intelligent Systems and Technology, 2025 Sep vol. 16, no. 6, pp.1-23, 2025.

M. Ghiasvand Mohammadkhani, N. Ranjbar, S. Momtazi, "E2TP: Element to tuple prompting improves aspect sentiment tuple prediction", Neural Networks, 2025 Jul vol. , no. , pp.-, 2025.

M.H. Goldani, S. Momtazi, R. Safabakhsh, "Multilingual COVID-19 Fake News Detection with Hybrid Capsule Neural Networks", Journal of Artificial Intelligence and Data Mining, 2025 Jul vol. 13, no. 4, pp.427-440, 2025.

A. Asad, S. Momtazi, "Knowledge graph embedding for improving Persian question answering", Language and Linguistics, 2025 Feb vol. 20, no. 2, pp.131-152, 2025.

R. Zadkamali, S. Momtazi, H. Zeinali, "Intent detection and slot filling for Persian: Cross-lingual training for low-resource languages", Natural Language Processing, 2024 Sep vol. , no. 0, pp.1-16, 2024.

A. Azizi, S. Momtazi, "SNRBERT: session-based news recommender using BERT", User Modeling and User-Adapted Interaction, 2024 Jul vol. -, no. 0, , 2024.

R. Safabakhsh, S. Momtazi, Minija Tamosiunaite, Florentin Worgotter, "Multi sentence description of complex manipulation action videos", Machine Vision and Applications, 2024 May vol. 35, no. 4, , 2024.

Mohammad Momenian, Mahsa Vaghefi, H.R. Sadeghi, S. Momtazi, Lars Meyer, "Language prediction in monolingual and bilingual speakers: an EEG study", Scientific Reports, 2024 Mar vol. 14, no. 1, , 2024.

R. Ghasemi, S. Momtazi, "How a Deep Contextualized Representation and Attention Mechanism Justifies Explainable Cross-Lingual Sentiment Analysis", Acm Transactions On Asian and Low-Resource Language Information Processing, 2023 Nov vol. 22, no. 11, pp.1-15, 2023.

N. Ranjbar, S. Momtazi, M.M. Homayounpour, "Explaining recommendation system using counterfactual textual explanations", Machine Learning, 2023 Sep vol. -, no. 0, , 2023.

P. Kavehzadeh, M.M. Abdollah Pour, S. Momtazi, "Deep Transformer-based Representation for Text Chunking", Journal of Information and Telecommunication, 2023 Sep vol. 43, no. 11, , 2023.

A. Hadizadeh Moghaddam, S. Momtazi, "A semantic modular framework for events topic modeling in social media.", Multimedia Tools and Applications, 2023 Jun vol. -, no. 0, , 2023.

Z. Pourbahman, S. Momtazi, A. Bagheri, "Deep neural ranking model using distributed smoothing", Expert Systems With Applications, 2023 Mar vol. 224, no. 224, pp.1-12, 2023.

M. Samadi, S. Momtazi, "Fake news detection: deep semantic representation with enhanced feature engineering", International Journal of Data Science and Analytics, 2023 Mar vol. -, no. 0, , 2023.

A. Mazochi, Sara Bourbour, M. Ghofrani, S. Momtazi, "Persian Address Geocoding: an LALR Parsing and Dynamic Programming Approach", Journal of Artificial Intelligence and Data Mining, 2023 Mar vol. 11, no. 2, pp.291-302, 2023.

Mehrbakhsh Nilashi, Mohd Hairul Nizam Bin Md Nasir, Nurhizam Safie Bin Mohd Satar, S. Momtazi, "Evaluating COVID-19 infection prevention measures in Malaysia: A fuzzy DEMATEL approach", Digital Health, 2023 Jan vol. 9, no. 1, , 2023.

K. Darvishi, N. Shahbodaghkhan, Z. Abbasiyantaeb, S. Momtazi, "PQuAD: A Persian question answering dataset", Computer Speech and Language, 2023 Jan vol. 80, no. 0, , 2023.

S. Asgarian, R. Ghasemi, S. Momtazi, "Generative Adversarial Network for Sentiment-based Stock Prediction", Concurrency and Computation-Practice and Experience, 2022 Nov vol. 35, no. 2, , 2022.

Z. Naseri, S. Momtazi, "A two-stage deep neural model with capsule network for personality identification", Digital Scholarship In The Humanities, 2022 Sep vol. -, no. 0, , 2022.

M. Fazaeli, S. Momtazi, "Node classifications with DjCaNE: Disjoint content and network embedding", Journal of Information Science, 2022 Aug vol. -, no. 0, , 2022.

Z. Abbasiyantaeb, S. Momtazi, "Entity-aware answer sentence selection for question answering with transformer-based language models", Journal of Intelligent Information Systems, 2022 Jul vol. -, no. 0, , 2022.

M.M. Abdollah Pour, S. Momtazi, "Comparative study of text representation and learning for Persian named entity recognition", Etri Journal, 2022 Jun vol. 44, no. 5, , 2022.

S. Momtazi, M. Adibiyan, "Using Transformer-based Neural Models for Converting Informal to Formal Text in Persian", Language and Linguistics, 2022 Jun vol. 18, no. 35, pp.47-69, 2022.

M. Samadi, S. Momtazi, "Multichannel convolutional neural networks for detecting COVID-19 fake news", Digital Scholarship In The Humanities, 2022 May vol. -, no. 0, , 2022.

M. Fazaeli, S. Momtazi, "GuidedWalk: Graph embedding with semi-supervised random walk", World Wide Web-Internet and Web Information Systems, 2022 Feb vol. -, no. 0, , 2022.

P. Kavehzadeh, M.M. Abdollah Pour, S. Momtazi, "A Transformer-based Approach for Persian Text Chunking", Journal of Artificial Intelligence and Data Mining, 2022 Feb vol. 10, no. 3, pp.373-383, 2022.

S. Momtazi, Mohd Hairul Nizam Bin Md Nasir, "Impact of Electronic Word-of-Mouth (eWOM) on Travellers' Green Hotel Booking Intentions and Policymaking", Iranian Journal of Information Processing Management, 2022 Feb vol. 38, no. 2, pp.81-103, 2022.

M. Samadi, M. Mousavian, S. Momtazi, "Deep contextualized text representation and learning for fake news detection", Information Processing and Management, 2021 Oct vol. 58, no. 6, , 2021.

F. Shirmardi Maryam Abadi, H. Hosseini, S. Momtazi, "FarsWikiKG: an Automatically Constructed Knowledge Graph for Persian", International Journal of Web Research, 2021 Sep vol. 4, no. 2, pp.25-30, 2021.

J. Forough, S. Momtazi, "Sequential credit card fraud detection: A joint deep neural network and probabilistic graphical model approach", Expert Systems, 2021 Aug vol. -, no. 0, , 2021.

M. Samadi, M. Mousavian, S. Momtazi, "Persian Fake News Detection: Neural Representation and Classification at Word and Text Levels", Acm Transactions On Asian and Low-Resource Language Information Processing, 2021 Jun vol. -, no. 0, , 2021.

A. Hadizadeh Moghaddam, S. Momtazi, "Image Processing Meets Time Series Analysis: Predicting Forex Profitable Technical Pattern Positions", Applied Soft Computing, 2021 May vol. -, no. 108, , 2021.

Z. Abbasiyantaeb, S. Momtazi, "Text-based Question Answering from Information Retrieval and Deep Neural Network Perspectives: A Survey", Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery, 2021 May vol. -, no. 0, , 2021.

R. Fatourechi, S. Momtazi, "Persian Text Summarization using Sparse Coding with Neural Text Representation", Iranian Journal of Information Processing Management, 2021 Apr vol. 36, no. 3, pp.767-790, 2021.

Hakimeh Mansour, S. Momtazi, Kamran Layeghi, "Sentiment analysis for stock market prediction with deep neural network: A case study for international corporate stock database", International Journal of Information and Communication Technology(Ijict), 2021 Apr vol. 13, no. 47, pp.90-104, 2021.

P. Abolfath Beygi Dezfouli, S. Momtazi, M. Dehghan Takht Fooladi, "Deep neural review text interaction for recommendation systems", Applied Soft Computing, 2021 Mar vol. -, no. 100, , 2021.

M.H. Goldani, S. Momtazi, R. Safabakhsh, "Detecting Fake News with Capsule Neural Networks", Applied Soft Computing, 2021 Mar vol. 101, no. 106991, , 2021.

N. Ghasemitaheri, R. Fatourechi, S. Momtazi, "User Embedding for Expert Finding in Community Question Answering", Acm Transactions On Knowledge Discovery From Data, 2021 Mar vol. 15, no. 4, pp.1-16, 2021.

Mehrbakhsh Nilashi, Mohd Hairul Nizam Bin Md Nasir, S. Momtazi, Sarminah Samad, Eko Supriyanto, Fahad Ghabban, "Customers segmentation in eco-friendly hotels using multi-criteria and machine learning techniques", Technology In Society, 2021 Feb vol. 65, no. 0, , 2021.

S. Haji Amin Shirazi, S. Momtazi, "Cross-lingual embedding for cross-lingual question retrieval in low-resource community question answering", Machine Translation, 2021 Jan vol. -, no. 0, , 2021.

R. Ghasemi, S.A. Ashrafi Asli, S. Momtazi, "Deep Persian Sentiment Analysis: Cross-lingual Training for Low-resource Languages", Journal of Information Science, 2020 Dec vol. -, no. 0, , 2020.

M.H. Goldani, R. Safabakhsh, S. Momtazi, "Convolutional neural network with margin loss for fake news detection", Information Processing and Management, 2020 Dec vol. 58, no. 1, , 2020.

J. Forough, S. Momtazi, "Ensemble of deep sequential models for credit card fraud detection", Applied Soft Computing, 2020 Nov vol. -, no. 0, , 2020.

N. Ghasemitaheri, S. Momtazi, "Neural Text Similarity of User Reviews for Improving Collaborative Filtering Recommender Systems", Electronic Commerce Research and Applications, 2020 Nov vol. -, no. 0, , 2020.

Dariush Salami, S. Momtazi, "Recurrent convolutional neural networks for poet identification", Digital Scholarship In The Humanities, 2020 May vol. -, no. 0, , 2020.

S. Momtazi, F. Torabi, "Named Entity Recognition in Persian Text using Deep Learning", , 2020 Apr vol. 42, no. 4, pp.93-112, 2020.

A. Hoseinmardy, S. Momtazi, "Recognizing Transliterated English Words in Persian Texts", Journal of Information Systems and Telecommunication, 2020 Apr vol. 8, no. 2, pp.84-92, 2020.

S. Momtazi, A. Rahbar, D. Salami, I. Khanijazani, "A Joint Semantic Vector Representation Model for Text Clustering and Classification", Journal of Artificial Intelligence and Data Mining, 2019 Jul vol. 7, no. 3, pp.443-450, 2019.

A. Hadifar, S. Momtazi, "The impact of corpus domain on word representation: a study on Persian word embeddings", Language Resources and Evaluation, 2018 Oct vol. 52, no. 4, pp.997-1019, 2018.

S. Momtazi, Omid Moradiannasab, "A Statistical Approach for Knowledge Discovery: Bootstrapped Analysis of Language Models for Knowledge base Population from Unstructured Text", Scientia Iranica, 2018 Feb vol. 0, no. 0, , 2018.

S. Momtazi, Iryna Gurevych, "Unsupervised Latent Dirichlet Allocation for supervised question classification", Information Processing and Management, 2018 Feb vol. 54, no. 3, pp.380-393, 2018.

Conference Papers

M. Hosseini, K. Hosseini, S. Bali, Z. Zanjani, S. Momtazi, "PerHalluEval: Persian Hallucination Evaluation Benchmark for Large Language Models,", Language Resources and Evaluation Conference, May 2026.

F. Farsi, Shahriar Shariati Motlagh, Shayan Bali, Sadra Sabouri, S. Momtazi, "Persian in a Court: Benchmarking VLMs In Persian Multi-Modal Tasks,", the First Workshop of Evaluation of Multi-Modal GenerationWorkshop of the ACL Conference, Jan 2025.

S. Zangeneh, S. Momtazi, "a graph clustering based algorithm for recommender system,", CSICC 2020, Jan 2020.

S. Ghanbarynasab, S. Momtazi, "Will I win? Persian multiple-choice question answering,", CSICC 2020, Jan 2020.

S. Moharamkhani, S. Momtazi, "A Cross-lingual Framework for Text Classification without Training Data for Target Language,", In Proceedings of the 24rd Conference of Computer Society of Iran, Mar 2019.

P. Abolfath Beygi Dezfouli, S. Momtazi, "Automatic Labeling of Topics Extracted from Persian Texts,", CSICC 2019, Mar 2019.

A. Ebrahimi, S. Gholami, S. Momtazi, M.R. Meybodi, A. Abdollahzadehbarforoush, "Correlation Analysis of Applications Features: A Case Study on Google Play,", The International Conference on Contemporary Issues In Data Science, Mar 2019.

S. Salari Hanzaii, N. Sedighpour, V. Vaezinia, S. Momtazi, "Estimation of 2017 Irans Presidential Election Using Sentiment Analysis on Social Media,", 4th Iranian Conference on Signal Processing and Intelligent Systems, Dec 2018.

M.A. Abolghasemi, S. Momtazi, "Improving Text Mining with Featured Word Selection,", 4th International Conference on Web Research, Apr 2018.

S. Momtazi, N. Ghasemitaheri, "Improving Collaborative Filtering Recommender Systems with new User Similarity Model,", 23rd Conference of Computer Society of Iran, Feb 2018.

M. Hajiloo, S. Momtazi, "Question Analysis in Question Answering Systems over Knowledge Graph,", 9th International Conference on Information and Knowledge Technology(IKT 2017), Oct 2017.

M. Jafari Parsa, S. Momtazi, "Automatic Generation of Knowledge Graph from Persian Herbal Information,", 9th International Conference on Information and Knowledge Technology(IKT 2017), Oct 2017.

Taught Courses

Course title

Description

Headlines

Date

Intelligent Information Retrieval

By increasing the amount of data on the Web, retrieving information has become a challenging issue in the last years such that using traditional methods cannot answer user information needs. To increase the performance of information search advanced

4051

Research and Technical Presentation

1-ایجاد آشنایی و مهارت در انتخاب موضوع پژوهشی و انجام موفقیت آمیز یک پژوهش ساده 2-آموزش نحوه برقراری ارتباط موثر با جامعه علمی به هر دو صور�

4042

Natural Language Processing

پردازش زبان طبیعی یکی از مباحث مطرح در هوش مصنوعی است که هدف اصلی آن ایجاد توانایی فهم زبان طبیعی در محیط کامپیوتر می باشد. گسترش چشم گیر س�

4042

Principles of Compiler Design

هدف از این درس آشنایی با اصول، تکنیک ها، و ابزارهای ساخت کامپایلر می باشد. برای رسیدن به این هدف هفت مرحله مورد نیاز است که در این درس به آن

4042

Advanced Natural Language Processing

4041

Research and Technical Presentation

4041

Research and Technical Presentation

4032

(Natural Language Processing)

4032

Research and Technical Presentation

4032