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Azadeh Shakery

Associate Professor

Update: 2024-12-04

Azadeh Shakery

College of Engineering / Electrical and Computer ENG

Journal Paper

  1. "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
  2. "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
  3. "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
  4. "Swash: A collective personal name matching framework"
    Mohsen Raeisi, Masoud Asadpour, Azadeh Shakery
    EXPERT SYSTEMS WITH APPLICATIONS, Vol. 147, No 1, 2020
  5. "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
  6. "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
  7. "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
  8. "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
  9. "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
  10. "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
  11. "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
  12. "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
  13. "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
  14. "Citance-based retrieval and summarization using IR and machine learning"
    Samaneh Karimi, Luis Moraes, Avisha Das, Azadeh Shakery, Rakesh Verma
    SCIENTOMETRICS, Vol. 116, No 2, pp.1331-1366, 2018
  15. "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
  16. "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
  17. "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
  18. "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
  19. "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
  20. "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
  21. "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
  22. "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
  23. "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
  24. "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
  25. "A language-model-based approach for subjectivity detection"
    Samaneh Karimi, Azadeh Shakery
    JOURNAL OF INFORMATION SCIENCE, Vol. 43, No 3, pp.356-377, 2016
  26. "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
  27. "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
  28. "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
  29. "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
  30. "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
  31. "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
  32. "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
  33. "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
  34. "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
  35. "DirichletRank"
    Xuanhui Wang, Tao Tao, Jian-tao Sun, Azadeh Shakery, Chengxiang Zhai
    ACM TRANSACTIONS ON INFORMATION SYSTEMS, Vol. 26, No 2, pp.1-29, 2008
  36. "Smoothing document language models with probabilistic term count propagation"
    Azadeh Shakery, Chengxiang Zhai
    Information Retrieval Journal, Vol. 11, No 2, pp.139-164, 2008
  37. "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
  38. "Parallel Sentence Extraction from the Web"
    Khadijeh Baratali, Heshaam Faili, Azadeh Shakery
    پازند, Vol. 8, No 30, pp.22-36, 2012

Conference Paper

  1. "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
  2. "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
  3. "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
  4. "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
  5. "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
  6. "Deep Neural Networks for Query Expansion Using Word Embeddings"
    Ayyoob Imani, Amir Vakili, Ali Montazer, Azadeh Shakery
    European Conference on IR Research, 2019
  7. "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
  8. "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
  9. "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
  10. "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
  11. "A Semantic-Aware Profile Updating Model for Text Recommendation"
    Hossein Rahmatizadeh Zagheli, Hamed Zamani, Azadeh Shakery
    11th ACM Conference on Recommender Systems, 2017
  12. "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
  13. "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
  14. "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
  15. "Negative Feedback in the Language Modeling Framework for Text Recommendation"
    Hossein Ramhatizadeh Zagheli, Mozhdeh Ariannezhad, Azadeh Shakery
    39th European Conference on Information Retrieval, 2017
  16. "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
  17. "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
  18. "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
  19. "A Pairwise Document Analysis Approach for Monolingual Plagiarism Detection"
    Nava Ehsan, Azadeh Shakery
    FIRE 2016: Forum for Information Retrieval Evaluation, 2016
  20. "Pseudo-Relevance Feedback Based on Matrix Factorization"
    Hamed Zamani, Javid Dadash Karimi, Azadeh Shakery, W. Bruce Croft
    Conference on Information and Knowledge Management, 2016
  21. "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
  22. "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
  23. "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
  24. "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
  25. "Cross Domain User Engagement Evaluation"
    Ali Montazeralghaem, Hamed Zamani, Azadeh Shakery
    European Conference on Information Retrieval, 2016
  26. "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
  27. "Meta Text Aligner: Text Alignment Based on Predicted Plagiarism Relation"
    Samira Abnar, Mostafa Dehghani, Azadeh Shakery
    Conference and Labs of the Evaluation Forum, 2015
  28. "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
  29. "Axiomatic Analysis of Cross-Language Information Retrieval"
    Razieh Rahimi, Azadeh Shakery, Irwin King
    ACM International Conference on Information and Knowledge Management (CIKM), 2014
  30. "Regression and Learning to Rank Aggregation for User Engagement Evaluation"
    Hamed Zamani, Azadeh Shakery, Pooya Moradi
    ACM Conference on Recommender Systems, 2014
  31. "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
  32. "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
  33. "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
  34. "A structural rule-based stemmer for Persian"
    الهه رحیم طرقی, Heshaam Faili, Azadeh Shakery
    5th International Symposium on Telecommunication (IST 2010, 2010
  35. "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