Journal Paper

1. "Entity-centric multi-domain transformer for improving generalization in fake news detection"
   Parisa Bazmi, Masoud Asadpour, Azadeh Shakery, Abbas Maazallahi
   INFORMATION PROCESSING & MANAGEMENT, Vol. 61, No 5, 2024
2. "Persian offensive language detection"
   Emad Kebriaei, Ali Homayouni, Roghayeh Faraji, Armita Razavi, Azadeh Shakery, Heshaam Faili, Yadollah Yaghoobzadeh
   MACHINE LEARNING, Vol. 113, 2023
3. "A deep learning-based expert finding method to retrieve agile software teams from CQAs"
   Peyman Rostami, Azadeh Shakery
   INFORMATION PROCESSING & MANAGEMENT, Vol. 60, No 2, 2023
4. "Multi-view co-attention network for fake news detection by modeling topic-specific user and news source credibility"
   Parisa Bazmi, Masoud Asadpour, Azadeh Shakery
   INFORMATION PROCESSING & MANAGEMENT, Vol. 60, No 1, 2023
5. "Wordnet Construction for Under-Resourced Languages using Personalized PageRank"
   Parisa Berangi, Zahra sadat Mousavi, Heshaam Faili, Azadeh Shakery
   Digital Scholarship in the Humanities, Vol. 36, No 3, 2021
6. "A Learning to rank framework based on cross-lingual loss function for cross-lingual information retrieval"
   Elham Ghanbari, Azadeh Shakery
   APPLIED INTELLIGENCE, Vol. 52, No 3, pp.3156-3174, 2021
7. "Swash: A collective personal name matching framework"
   Mohsen Raeisi, Masoud Asadpour, Azadeh Shakery
   EXPERT SYSTEMS WITH APPLICATIONS, Vol. 147, 2020
8. "An axiomatic approach to corpus-based cross-language information retrieval"
   Razieh Rahimi, Ali Montazeralghaem, Azadeh Shakery
   Information Retrieval Journal, Vol. 23, No 3, pp.191-215, 2020
9. "Online news media website ranking using user-generated content"
   Samaneh Karimi, Azadeh Shakery, Rakesh Verma
   JOURNAL OF INFORMATION SCIENCE, Vol. 47, No 3, pp.340-358, 2020
10. "Bayesian-based Anonymization Framework against Background Knowledge Attack in Continuous Data Publishing"
    FATEMEH AMIRI, Naser Yazdani, Azadeh Shakery, Shen Shyang Ho
    Transactions on Data Privacy, Vol. 12, No 3, pp.197-225, 2019
11. "Search Personalization Based on Social-Network-Based Interestedness Measures"
    Shayan A. Tabrizi, Azadeh Shakery, Mohammad Ali Tavallaie, Masoud Asadpour
    IEEE Access, Vol. 7, No 1, pp.119332-119349, 2019
12. "Perspective-based search: a new paradigm for bursting the information bubble"
    Shayan A. Tabrizi, Azadeh Shakery
    FACETS, Vol. 4, No 1, pp.350-388, 2019
13. "A learning to rank approach for cross-language information retrieval exploiting multiple translation resources"
    Hosein Azarbonyad, Azadeh Shakery, Heshaam Faili
    Natural Language Engineering, Vol. 25, No 3, pp.363-384, 2019
14. "ERR.Rank: An algorithm based on learning to rank for direct optimization of Expected Reciprocal Rank"
    Elham Ghanbari, Azadeh Shakery
    APPLIED INTELLIGENCE, Vol. 49, No 3, pp.1185-1199, 2018
15. "Cross-lingual text alignment for fine-grained plagiarism detection"
    [] [], Azadeh Shakery, Frank Wm Tompa
    JOURNAL OF INFORMATION SCIENCE, Vol. 45, No 4, pp.443-459, 2018
16. "Query-dependent learning to rank for cross-lingual information retrieval"
    Elham Ghanbari, Azadeh Shakery
    KNOWLEDGE AND INFORMATION SYSTEMS, Vol. 59, No 3, pp.711-743, 2018
17. "PERSON: Personalized information retrieval evaluation based on citation networks"
    Shayan A. Tabrizi, Azadeh Shakery, Hamed Zamani, Mohammad Ali Tavallaie
    INFORMATION PROCESSING & MANAGEMENT, Vol. 54, No 4, pp.630-656, 2018
18. "Bottom-up sequential anonymization in the presence of adversary knowledge"
    Fatemeh Amiri, Naser Yazdani, Azadeh Shakery
    INFORMATION SCIENCES, Vol. 450, No 1, pp.316-335, 2018
19. "GPS: Identification of disease genes by rank aggregation of multi-genomic scoring schemes"
    Alireza Meshkin, Azadeh Shakery, Ali Masoudi-Nejad
    GENOMICS, Vol. 1, No 1, 2018
20. "A language model-based framework for multi-publisher content-based recommender systems"
    Hamed Zamani, Azadeh Shakery
    Information Retrieval Journal, Vol. 21, No 5, pp.369-409, 2018
21. "Expert finding by the Dempster-Shafer theory for evidence combination"
    Nafiseh Torkzadeh Mahani, Mostafa Dehghani, Maryam S. Mirian, Azadeh Shakery, Khalil Taheri
    EXPERT SYSTEMS, Vol. 35, No 1, 2017
22. "An expectation-maximization algorithm for query translation based on pseudo-relevant documents"
    Javid Dadash Karimi, Azadeh Shakery, Heshaam Faili, Hamed Zamani
    INFORMATION PROCESSING & MANAGEMENT, Vol. 53, No 2, pp.371-387, 2017
23. "Candidate document retrieval for cross-lingual plagiarism detection using two-level proximity information"
    Nava Ehsan, Azadeh Shakery
    INFORMATION PROCESSING & MANAGEMENT, Vol. 52, No 6, pp.1004-1017, 2016
24. "Sentence alignment using local and global information"
    Hamed Zamani, Heshaam Faili, Azadeh Shakery
    COMPUTER SPEECH AND LANGUAGE, Vol. 39, No 1, pp.88-107, 2016
25. "Building a multi-domain comparable corpus using a learning to rank method"
    Razieh Rahimi, Azadeh Shakery, Javid Dadash Karimi, Mozhdeh Ariannezhad, مصطفی دهقانی, Hossein Nasr Esfahani
    Natural Language Engineering, Vol. 22, No 4, pp.627-653, 2016
26. "Hierarchical anonymization algorithms against background knowledge attack in data releasing"
    Fatemeh Amiri, Naser Yazdani, Azadeh Shakery, Amir H. Chinaei
    KNOWLEDGE-BASED SYSTEMS, Vol. 101, pp.71-89, 2016
27. "A language-model-based approach for subjectivity detection"
    Samaneh Karimi, Azadeh Shakery
    JOURNAL OF INFORMATION SCIENCE, Vol. 43, No 3, pp.356-377, 2016
28. "Alecsa: Attentive Learning for Email Categorization using Structural Aspects"
    Mostafa Dehghani, Azadeh Shakery, Maryam S. Mirian
    KNOWLEDGE-BASED SYSTEMS, Vol. 98, No 1, pp.44-54, 2016
29. "Extracting translations from comparable corpora for Cross-Language Information Retrieval using the language modeling framework"
    Razieh Rahimi, Azadeh Shakery, Irwin King
    INFORMATION PROCESSING & MANAGEMENT, Vol. 52, No 2, pp.299-318, 2016
30. "Multilingual information retrieval in the language modeling framework"
    Razieh Rahimi, Azadeh Shakery, Irwin King
    Information Retrieval Journal, Vol. 18, No 3, pp.246-281, 2015
31. "Semantic role induction in Persian: An unsupervised approach by using probabilistic models"
    Parisa Saeedi, Heshaam Faili, Azadeh Shakery
    Literary and Linguistics Computing, Vol. 2014, No 2014, pp.1-23, 2014
32. "Semi-supervised word polarity identification in resource-lean languages"
    Iman Dehdarbehbahani, Azadeh Shakery, Heshaam Faili
    NEURAL NETWORKS, Vol. 58, No 1, pp.50-59, 2014
33. "Analyzing content-based heuristics for Persian Web spam detection"
    Elahe Rabbani, Azadeh Shakery
    INTERNATIONAL JOURNAL OF INFORMATION AND COMMUNICATION TECHNOLOGY, Vol. 6, No 3, pp.25-39, 2014
34. "Mining a Persian–English comparable corpus for cross-language information retrieval"
    Homa B. Hashemi, Azadeh Shakery
    INFORMATION PROCESSING & MANAGEMENT, Vol. 50, No 2, pp.384-398, 2014
35. "Learning to Exploit Different Translation Resources for Cross Language Information Retrieval"
    Hosein Azarbonyad, Azadeh Shakery, Heshaam Faili
    INTERNATIONAL JOURNAL OF INFORMATION AND COMMUNICATION TECHNOLOGY, Vol. 6, No 1, pp.55-68, 2014
36. "Personalized PageRank Clustering: A graph clustering algorithm based on random walks"
    Shayan A. Tabrizi, Azadeh Shakery, Masoud Asadpour, Maziar Abbasi, Mohammad Ali Tavallaie
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, Vol. 392, No 22, pp.5772-5785, 2013
37. "A learning approach for email conversation thread reconstruction"
    Mostafa Dehghani, Azadeh Shakery, Masoud Asadpour, Arash Koushkestani
    JOURNAL OF INFORMATION SCIENCE, Vol. 39, No 6, pp.846-863, 2013
38. "Automatic WordNet Construction Using Markov Chain Monte Carlo"
    Marzieh Fadaei, Hamidreza Ghader, Heshaam Faili, Azadeh Shakery
    Polibits, Vol. 47, No 1, pp.13-22, 2013
39. "Leveraging comparable corpora for cross-lingual information retrieval in resource-lean language pairs"
    Azadeh Shakery, Chengxiang Zhai
    Information Retrieval Journal, Vol. 16, No 1, pp.1-29, 2013
40. "Mutual information - based feature selection for intrusion detection systems"
    Fatemeh Amiri , Mohammadmahdi Rezaei Yousef , Caro Lucas, Azadeh Shakery, Nasser Yazdani
    JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, Vol. 34, No 4, pp.1184-1199, 2011
41. "Fuzzy clustering for semantic Web services discovery based on ontology"
    Nayereh Gholamzadeh, Fattaneh Taghiyareh, Azadeh Shakery
    International Journal of Information and Communication Technology Education, Vol. 2, No 3, pp.1-8, 2010
42. "A Content - Based Approach for Tracking Concept Drift in Email Spam Filtering"
    Morteza Zi Hayat , Javad Basiri , Leila Seyedhossein , Azadeh Shakery
    INTERNATIONAL JOURNAL OF INFORMATION AND COMMUNICATION TECHNOLOGY, Vol. 2, No 3, pp.59-65, 2010
43. "PAYMA: A Tagged Corpus of Persian Named Entities"
    Mahsa S. Shahshahani, Mahdi Mohseni, Azadeh Shakery, Heshaam Faili
    Processing of signs and data, Vol. 39, No 1, 2019
44. "Intelligent Selection of Initial Centers in K-means Clustering Algorithm to Improve the performance in Topic Detection"
    Hossein Arvin, Ali Vardasbi, Heshaam Faili, Azadeh Shakery
    The CSI Journal on Computing Science and Information Technology, Vol. 16, No 2, 2018
45. "Parallel Sentence Extraction from the Web"
    Khadijeh Baratali, Heshaam Faili, Azadeh Shakery
    پازند, Vol. 8, No 30, pp.22-36, 2012

Conference Paper

1. "PERCUL: A Story-Driven Cultural Evaluation of LLMs in Persian"
   Erfan Moosavi Monazzah, Vahid Rahimzadeh, Yadollah Yaghoobzadeh, Azadeh Shakery, Mohammad Taher Pilehvar
   2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025
2. "Delta-DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection among Cells"
   Sajad Movahedi, Melika Adabinejad, Ayyoob Imani, Arezou Keshavarz, Mostafa Dehghani, Azadeh Shakery, Babak Nadjar Araabi
   International Conference on Learning Representations (ICLR), 2023
3. "ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization"
   [] [], Emad Kebriaei, [] [], Azadeh Shakery
   Conference on Empirical Methods in Natural Language Processing, 2021
4. "NLP-IIS@UT at SemEval-2021 Task 4: Machine Reading Comprehension using the Long Document Transformer"
   Hossein Basafa, Sajad Movahedi, Ali Ebrahimi, Azadeh Shakery, Heshaam Faili
   15th International Workshop on Semantic Evaluation (SemEval-2021), 2021
5. "UTNLP at SemEval-2021 Task 5: A Comparative Analysis of Toxic Span Detection using Attention-based, Named Entity Recognition, and Ensemble Models"
   [] [], Nazanin Sabri, Emad Kebriaei, Behnam Bahrak, Azadeh Shakery
   International Workshop on Semantic Evaluation, 2021
6. "Distilling Knowledge for Fast Retrieval-based Chat-bots"
   Amir Vakili Tahami, Kamyar Ghajar, Azadeh Shakery
   SIGIR '20: The 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020
7. "Cross-lingual Subjectivity Detection for Resource Lean Languages"
   Aida Amini, Samaneh Karimi, Azadeh Shakery
   10th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, 2019
8. "LICD: A Language-Independent Approach for Aspect Category Detection"
   Erfan Ghaderi, Sajad Movahedi, Masoud Jalili Sabet, Heshaam Faili, Azadeh Shakery
   European Conference on IR Research, 2019
9. "Deep Neural Networks for Query Expansion Using Word Embeddings"
   Ayyoob Imani, Amir Vakili, Ali Montazer, Azadeh Shakery
   European Conference on IR Research, 2019
10. "An Axiomatic Study of Query Terms Order in Ad-Hoc Retrieval"
    Ayyoob Imani, Amir Vakili, Ali Montazer, Azadeh Shakery
    European Conference on IR Research, 2019
11. "MNCN: A Multilingual Ngram-Based Convolutional Network for Aspect Category Detection in Online Reviews"
    Erfan Ghaderi, Sajad Movahedi, Heshaam Faili, Azadeh Shakery
    The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), 2019
12. "Theoretical Analysis of Interdependent Constraints in Pseudo-Relevance Feedback"
    Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery
    The 41st International ACM SIGIR Conference on Research and Development in Information Retrieval, 2018
13. "Towards a Unified Supervised Approach for Ranking Triples of Type-Like Relations"
    Mahsasadat Shahshahani, Faegheh Hasibi, Hamed Zamani, Azadeh Shakery
    ECIR: European Conference on Information Retrieval, 2018
14. "A Semantic-Aware Profile Updating Model for Text Recommendation"
    Hossein Rahmatizadeh Zagheli, Hamed Zamani, Azadeh Shakery
    11th ACM Conference on Recommender Systems, 2017
15. "Term Proximity Constraints for Pseudo-Relevance Feedback"
    Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery
    The 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
16. "Improving Retrieval Performance for Verbose ƒeries via Axiomatic Analysis of Term Discrimination Heuristic"
    Mozhdeh Ariannezhad, Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery
    The 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
17. "Online Learning to Rank for Cross-Language Information Retrieval"
    Razieh Rahimi, Azadeh Shakery
    The 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017
18. "Negative Feedback in the Language Modeling Framework for Text Recommendation"
    Hossein Ramhatizadeh Zagheli, Mozhdeh Ariannezhad, Azadeh Shakery
    39th European Conference on Information Retrieval, 2017
19. "Dimension Projection Among Languages Based on Pseudo-Relevant Documents for Query Translation"
    Javid Dadash Karimi, Mahsa S. Shahshahani, Amirhossein Tebbifakhr, Heshaam Faili, Azadeh Shakery
    39th European Conference on Information Retrieval, 2017
20. "Iterative Estimation of Document Relevance Score for Pseudo-Relevance Feedback"
    Mozhdeh Ariannezhad, Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery
    39th European Conference on Information Retrieval, 2017
21. "Learning toWeight Translations using Ordinal Linear Regression and Query-generated Training Data for Ad-hoc Retrieval with Long Queries"
    Javid Dadash Karimi, Masoud Jalili Sabet, Azadeh Shakery
    The 26th International Conference on Computational Linguistics, 2016
22. "Pseudo-Relevance Feedback Based on Matrix Factorization"
    Hamed Zamani, Javid Dadash Karimi, Azadeh Shakery, W. Bruce Croft
    Conference on Information and Knowledge Management, 2016
23. "Using a Dictionary and n-gram Alignment to Improve Fine-grained Cross-Language Plagiarism Detection"
    Nava Ehsan, Frank Wm. Tompa, Azadeh Shakery
    16th ACM Symposium on Document Engineering, 2016
24. "SS4MCT: A Statistical Stemmer for Morphologically Complex Texts"
    Javid Dadash Karimi, Hossein Nasr Esfahani, Heshaam Faili, Azadeh Shakery
    Conference and Labs of the Evaluation Forum, 2016
25. "Axiomatic Analysis for Improving the Log-Logistic Feedback Model"
    Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery
    39th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2016
26. "Profile-based Translation in Multilingual Expertise Retrieval"
    Hossein Nasr Esfahani, Javid Dadash Karimi, Azadeh Shakery
    Modeling, Learning and Mining for Cross/Multilinguality Workshop @ECIR 2016, 2016
27. "Cross Domain User Engagement Evaluation"
    Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery
    European Conference on Information Retrieval, 2016
28. "Revisiting Optimal Rank Aggregation: A Dynamic Programming Approach"
    Shayan A. Tabrizi, Javid Dadash Karimi, Mostafa Dehghani, Hassan Nasr Esfahani, Azadeh Shakery
    International Conference on The Theory of Information Retrieval, 2015
29. "Meta Text Aligner: Text Alignment Based on Predicted Plagiarism Relation"
    Samira Abnar, Mostafa Dehghani, Azadeh Shakery
    Conference and Labs of the Evaluation Forum, 2015
30. "Adaptive User Engagement Evaluation via Multi-task Learning"
    Hamed Zamani, Pooya Moradi, Azadeh Shakery
    ACM SIGIR Conference on Research and Development in Information Retrieval, 2015
31. "A Probabilistic Translation Method for Dictionary-based Cross-lingual Information Retrieval in Agglutinative Languages"
    Javid Dadash Karimi, Azadeh Shakery, Heshaam Faili
    Third Conference on Computational Linguistics, 2014
32. "Axiomatic Analysis of Cross-Language Information Retrieval"
    Razieh Rahimi, Azadeh Shakery, Irwin King
    ACM International Conference on Information and Knowledge Management (CIKM), 2014
33. "Regression and Learning to Rank Aggregation for User Engagement Evaluation"
    Hamed Zamani, Azadeh Shakery, Pooya Moradi
    ACM Conference on Recommender Systems, 2014
34. "Authorship Identification Using Dynamic Selection of Features from Probabilistic Feature Set"
    Hamed Zamani, Hossein Nasr Esfahani, Pariya Babaie, Samira Abnar, Mostafa Dehghani, Azadeh Shakery
    Conference and Labs of the Evaluation Forum (CLEF), 2014
35. "Expanded N-Grams for Semantic Text Alignment Notebook for PAN at CLEF 2014"
    Samira Abnar, Mostafa Dehghani, Hamed Zamani, Azadeh Shakery
    Conference and Labs of the Evaluation Forum (CLEF), 2014
36. "Exploiting Multiple Translation Resources for English-Persian Cross Language Information Retrieval"
    Hosein Azarbonyad, Azadeh Shakery, Heshaam Faili
    Conference and Labs of the Evaluation Forum, 2013
37. "Using Learning to Rank Approach for Parallel Corpora Based Cross Language Information Retrieval"
    حسین آذربنیاد, Azadeh Shakery, Heshaam Faili
    European Conference on Artificial Intelligence (ECAI 2012, 2012
38. "An Evolutionary-Based Method for Reconstructing Conversation Threads in Email Corpora"
    Mostafa Dehghani, Masoud Asadpour, Azadeh Shakery
    2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012), 2012
39. "A Novel Community Detection Algorithm for Privacy Preservation in Social Networks"
    Mohammadreza Shams, Azadeh Shakery, Heshaam Faili
    first International Symposium on Intelligent Informatics (ISI12, 2012
40. "A Non-Parametric LDA-Based induction Method for Sentiment Analysis"
    Mohammadreza Shams, Azadeh Shakery, Heshaam Faili
    16th CSI International Symposiums on Artificial Intelligence and Signal Processing (AISP 2012, 2012
41. "Applying Sentiment and Social Network Analysis in User Modeling"
    Mohammadreza Shams , Mohammadtaghi Saffar , Azadeh Shakery, Hesham Faili
    CICLING 2012, 2012
42. "Topic Based Creation of a Persian-English Comparable Corpus"
    Azadeh Shakery, Zahra Rahimi
    7th Asian Information Retrieval Societies Conference-AIRS 2011, 2011
43. "Wikipedia-Based Smoothing for Enhancing Text Clustering"
    Azadeh Shakery, Elahe Rahimtoroghi
    7th Asian Information Retrieval Societies Conference-AIRS 2011, 2011
44. "A Web 2.0 Approach for Organizing Search Results Using Wikipedia"
    Mohammadreza Darivish Morshedi Hosseini, Azadeh Shakery, Behzad Moshiri
    7th Asian Information Retrieval Societies Conference, 2011
45. "Application of ensemble models in Web ranking"
    Homa Baradaran Hashemi , Naser Yazdani, Azadeh Shakery, Mahdi Pakdaman Naeini
    Fifth International Symposium on Telecommunications-IST, 2010
46. "A structural rule-based stemmer for Persian"
    الهه رحیم طرقی, Heshaam Faili, Azadeh Shakery
    5th International Symposium on Telecommunication (IST 2010, 2010
47. "Creating a Persian-English Comparable Corpus"
    هما هاشمی, Azadeh Shakery, Heshaam Faili
    Conference on Multilingual and Multimodal Information Access Evaluation (CLEF 2010, 2010
48. "Promotion e-Health Services for Rural and Less Developed Regions through Cyber Physical Systems (CPS)"
    Fattaneh Taghiyareh, Ahmad Khonsari, Azadeh Shakery, Mehdi Kargahi, Fatemeh Ghassemi Esfahani, Siamak Mohammadi
    The First National Conference on Universal Service Obligation (USO) for ICT in Rural and Less Developed Regions, 2016
49. "Educational Data Mining to Interperet Students and Teachers' behaviors"
    Fatemeh Orooji, Tahereh Estiri, Azadeh Shakery, Fattaneh Taghiyareh
    5th National Conference and 2nd International Conference on eLearning and eTeaching 2010, 2010