Journal Papers

1. "Data Augmentation and Preparation Process of PerInfEx: A Persian Chatbot With the Ability of Information Extraction"
   Pegah Safari, Mehrnoush Shamsfard
   IEEE Access, Vol. 12, pp.19158-19180, 2024
2. "A Neuro Symbolic Approach for Contradiction Detection in Persian Text"
   Zeinab Rahimi, Mehrnoush Shamsfard
   JOURNAL OF UNIVERSAL COMPUTER SCIENCE, Vol. 29, pp.242-264, 2023
3. "SBU-WSD-Corpus: A Sense Annotated Corpus for Persian All-words Word Sense Disambiguation"
   Hossein Rouhizadeh, Mehrnoush Shamsfard, vahide tajalli
   international Journal of Web Reasearch, Vol. 5, pp.77-85, 2022
4. "The state of the art in open domain complex question answering: a survey"
   Romina Etezadi, Mehrnoush Shamsfard
   APPLIED INTELLIGENCE, Vol. 53, pp.4124-4144, 2022
5. "A semantic framework based on domain knowledge for opinion mining of drug reviews"
   Samira Nofrasti, Mehrnoush Shamsfard
   JOURNAL OF APPLIED RESEARCH AND TECHNOLOGY, Vol. 20, pp.652-667, 2022
6. "Ontology learning from relational databases"
   Batool Lakzaei, Mehrnoush Shamsfard
   INFORMATION SCIENCES, Vol. 577, pp.280-297, 2021
7. "Representing scientific knowledge for quantitative analysis of physical systems"
   Soroush Mobasheri, Mehrnoush Shamsfard
   Applied Ontology, Vol. 15, pp.439-474, 2020
8. "Tehran stock exchange prediction using sentiment analysis of online textual opinions"
   Arezou Hatefi, Mehrnoush Shamsfard
   Intelligent Systems in Accounting, Finance and Management, Vol. 27, pp.22-37, 2020
9. "Applying data mining and machine learning techniques for sentiment shifter identification"
   Zeinab Rahimi, Samira Nofrasti, Mehrnoush Shamsfard
   Language Resources and Evaluation, Vol. 53, pp.279-302, 2019
10. "Integrating Shallow Syntactic Labels in the Phrase-Boundary Translation Model"
    Shahram Salami, Mehrnoush Shamsfard
    ACM Transactions on Asian and Low-Resource Language Information Processing, Vol. 17, pp.1-12, 2018
11. "Similarity versus relatedness A novel approach in extractive Persian document summarisation"
    Fatemeh Shafiee, Mehrnoush Shamsfard
    JOURNAL OF INFORMATION SCIENCE, 2017
12. "Symbiosis of evolutionary and combinatorial ontology mapping approaches"
    Rana Forsati, Mehrnoush Shamsfard
    INFORMATION SCIENCES, Vol. 342, pp.53-80, 2016
13. "Phrase-boundary model for statistical machine translation"
    Shahram Salami, Mehrnoush Shamsfard, Shahram Khadivi
    COMPUTER SPEECH AND LANGUAGE, Vol. 38, pp.13-27, 2016
14. "Using Linked Data for polarity classification of patients experiences"
    Samira Nofrasti, Mehrnoush Shamsfard
    JOURNAL OF BIOMEDICAL INFORMATICS, Vol. 57, pp.6-19, 2015
15. "Resource Construction and Evaluation for Indirect Opinion Mining of Drug Reviews"
    Samira Nofrasti, Mehrnoush Shamsfard
    PLoS One, Vol. 11, pp.1-25, 2015
16. "An improved bee colony optimization algorithm with an application to document clustering"
    Rana Forsati, Andisheh Keykha, Mehrnoush Shamsfard
    NEUROCOMPUTING, Vol. 159, pp.9-26, 2015
17. "An effective Web page recommender using binary data clustering"
    Rana Forsati, , Mehrnoush Shamsfard
    Information Retrieval Journal, Vol. 18, pp.167-214, 2015
18. "Enriched ant colony optimization and its application in feature selection"
    Rana Forsati, Alireza Moayedikia, Richard Jensen, Mehrnoush Shamsfard,
    NEUROCOMPUTING, Vol. 142, pp.354-371, 2014
19. "A Rule-Based Model and Genetic Algorithm combination for Persian Text Chunking"
    Samira Nofrasti, Mehrnoush Shamsfard
    International Journal of Computers and their Applications, Vol. 21, pp.1-8, 2014
20. "Matrix Factorization with Explicit Trust and Distrust Side Information for Improved Social Recommendation"
    Rana Forsati, , Mehrnoush Shamsfard, mohamed sarwat
    ACM TRANSACTIONS ON INFORMATION SYSTEMS, Vol. 32, pp.1-38, 2014
21. "Hybrid PoS-tagging a Cooperation of Evolutionary and Statistical Approaches"
    Rana Forsati, Mehrnoush Shamsfard
    APPLIED MATHEMATICAL MODELLING, Vol. 38, pp.3193-3211, 2014
22. "Novel harmony search algorithms for Part of Speech tagging"
    Rana Forsati, Mehrnoush Shamsfard
    KNOWLEDGE AND INFORMATION SYSTEMS, Vol. 40, pp.1-28, 2014
23. "A fuzzy co-clustering approach for hybrid recommender systems."
    Rana Forsati, , Mehrnoush Shamsfard, Andisheh Keykha,
    International Journal of Hybrid Intelligent Systems, Vol. 10, pp.1-11, 2013
24. "VE Architect-Driven Service-Oriented Business Network Process Realization"
    Mehrnoush Shamsfard
    international journal of information communication technology, Vol. 2, pp.283-309, 2013
25. "Efficient stochastic algorithms for document clustering"
    Rana Forsati, , Mehrnoush Shamsfard,
    INFORMATION SCIENCES, Vol. 220, pp.269-291, 2013
26. "VE architect-driven partner selection ontology-based approach"
    Alireza Khoshkbarforoushha, Masoumeh Tajvidi, Mehrnoush Shamsfard,
    International Journal of Networking and Virtual Organisations, Vol. 12, pp.283-309, 2013
27. "On The Application of Fuzzy Ontology for Qualitative Spatial Reasoning"
    Zahra Raihi Samani, Mehrnoush Shamsfard
    Journal of Next Generation Information Technology (JNIT), Vol. 3, pp.9-18, 2012
28. "Extracting Generalized Semantic Roles from Corpus"
    Fateme Jafarinejad, Mehrnoush Shamsfard
    international journal of computer science issues (IJCSI), Vol. 9, pp.200-206, 2012
29. "Compound verbs in Persian WordNet"
    Mehrnoush Shamsfard
    INTERNATIONAL JOURNAL OF LEXICOGRAPHY, Vol. 25, pp.50-67, 2011
30. "Recognizing Anaphora Reference in Persian Sentences"
    Mehrnoush Shamsfard
    international journal of computer science issues (IJCSI), Vol. 8, pp.324-329, 2011
31. "Relation Learning from Persian Web A Hybrid Approach"
    , Mehrnoush Shamsfard
    Research in Computing Science (RCS), Vol. 46, pp.219-230, 2010
32. "mapping persian words to wordnet synsets"
    Rahim Dehkharghani, Mehrnoush Shamsfard
    special issue on business intelligence and semantic, 2010
33. "Lexico-syntactic and Semantic Patterns for Extracting Knowledge from Persian Texts"
    Mehrnoush Shamsfard
    International Journal on Computer Science and Engineering, Vol. 2, pp.2190-2196, 2010
34. "A Semantic Approach to Extract the Final Answer in SBUQA Question Answering System"
    Mehrnoush Shamsfard
    International journal of Digital Content Technology and its Applications ( JCTA), Vol. 4, 2010
35. "persian document summarization by parsumist"
    Mehrnoush Shamsfard, Tara Akhavan,
    WORLD APPLIED SCIENCES JOURNAL, Vol. 7, pp.199-205, 2009
36. "Automatic Translation from Persian to English Knowledge Based WSD"
    Chakaveh Saedi, Mehrnoush Shamsfard
    Intl Journal of Information Studies, Vol. 2, pp.157-164, 2009
37. "persian pos tagging using probabilistic morphological analysis"
    Mehrnoush Shamsfard, Hakimeh Fadaei
    int.j.computer applications in technology, Vol. 38, 2009
38. "Thematic role extraction using shallow parsing"
    Mehrnoush Shamsfard,
    International Journal of Computational Intelligence, Vol. 4, pp.126-132, 2007
39. "ORank An Ontology Based System for Ranking Documents"
    Mehrnoush Shamsfard
    International Journal of Computer Science, Vol. 1, pp.225-231, 2006
40. "learning ontologies from natural language texts"
    Mehrnoush Shamsfard,
    INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES, pp.17-63, 2004
41. "The state of the art in ontology learning a franework for comparison"
    Mehrnoush Shamsfard,
    KNOWLEDGE ENGINEERING REVIEW, Vol. 18, pp.293-316, 2003
42. ""
    Zeinab Rahimi, Mehrnoush Shamsfard
    Vol. 38, pp.607-638, 2023
43. ""
    Shahram Salami, Mehrnoush Shamsfard
    Vol. 35, pp.115-126, 2018
44. ""
    Samira Nofrasti, Mehrnoush Shamsfard
    Vol. 13, pp.35-49, 2016
45. ""
    Arash Chaghari, Mehrnoush Shamsfard
    Vol. 11, pp.22-30, 2013
46. ""
    Mehrnoush Shamsfard, Fateme Jafarinejad
    Vol. 8, pp.53-72, 2012
47. ""
    , Mehrnoush Shamsfard
    Vol. 7, pp.108-161, 2011
48. ""
    , , Mehrnoush Shamsfard, Mahsa Arab Yarmohammadi
    Vol. 1, 2009
49. ""
    Mehrnoush Shamsfard,
    Vol. 6, pp.40-52, 2008
50. ""
    Mehrnoush Shamsfard
    Vol. 1, pp.13-30, 2004
51. ""
    Mehrnoush Shamsfard,
    Vol. 4, pp.48-66, 2002
52. "The relation of knowledge intference and representation Models"
    , , Mehrnoush Shamsfard
    Vol. 12, 2001
53. "Computational Lexicon The Central Structure in Natural Language Processing Systems"
    Mehrnoush Shamsfard, Ahmad Abdollahzadeh
    Vol. 12, 2001

Conference Papers

1. "SAT Based Analogy Evaluation Framework for Persian Word Embeddings"
   Seyyedehsan Mahmoudi, Mehrnoush Shamsfard
   2022 12th International Conference on Computer and Knowledge Engineering (ICCKE), 2022
2. "Improving Persian Relation Extraction Models By Data Augmentation"
   Moein Salimi Sartakhti, Romina Etezadi, Mehrnoush Shamsfard
   The Second International Workshop on NLP Solutions for Under Resourced Languages (NSURL 2021), pp.32-37, 2021
3. "Persian SemCor: A Bag of Word Sense Annotated Corpus for the Persian Language"
   Hossein Rouhizadeh, Mehrnoush Shamsfard, Mahdi Dehghan, Masoud Rouhizadeh
   11th Global Wordnet Conference (GWC2021), pp.147-156, 2021
4. "Knowledge Based Word Sense Disambiguation with Distributional Semantic Expansion for the Persian Language"
   Hossein Rouhizadeh, Mehrnoush Shamsfard, Rouhizadeh Masoud
   10th International Conference on Computer and Knowledge Engineering (ICCKE 2020), 2020
5. "Challenges and Opportunities in Processing Low Resource Languages: A study on Persian"
   Mehrnoush Shamsfard
   International Conference Language Technologies for All (LT4All), 2019
6. "EoANN: Lexical Semantic Relation Classification Using an Ensemble of Artificial Neural Networks"
   Rayehe Hosseini pour, Mehrnoush Shamsfard
   International Conference on Recent Advances in Naturalural language processing (RANLP), pp.481-486, 2019
7. "Knowledge-Based Word Sense Disambiguation with Distributional Semantic Expansion"
   Hossein Rouhizadeh, Mehrnoush Shamsfard, Masoud Rouhizadeh
   The third Widening Natural Language Processing (WiNLP) Workshop, 2019
8. "Extraction of Verbal Synsets and Relations for FarsNet"
   Mehrnoush Shamsfard
   The 9th Global WordNet Conference (GWC 2018), pp.1-9, 2018
9. "Mahtab at SemEval-2017 Task 2 Combination of Corpus-based and Knowledge-based Methods to Measure Semantic Word Similarity"
   Niloofar Ranjbar, Fatemeh Mashhadi Rajab, Mehrnoush Shamsfard, Rayehe Hosseini pour, Aryan Vahidpour
   International Workshop on Semantic Evaluation (SemEval) 2017, pp.256-260, 2017
10. "A proposed representation framework for semantic science"
    Soroush Mobasheri, Mehrnoush Shamsfard
    3rd Internmational Conferenmce on Web Research, pp.1-9, 2017
11. "A Text Alignment Algorithm Based on Prediction of Obfuscation Types Using SVM Neural Network"
    Fatemeh Mashhadi Rajab, Mehrnoush Shamsfard
    Forum for Information Retrieval Evaluation (Fire) 2016, pp.167-171, 2016
12. "Predicting Type of Obfuscation to Enhance Text Alignment Algorithms"
    Fatemeh Mashhadi Rajab, Mehrnoush Shamsfard
    Forum for Information Retrieval Evaluation (Fire) 2016, No 10478 , pp.80-93, 2016
13. "A Text Alignment Corpus for Persian Plagiarism Detection"
    Fatemeh Mashhadi Rajab, Mehrnoush Shamsfard, Razieh Adelkhah, Fatemeh Shafiee, Saedi Chakaveh
    Forum for Information Retrieval Evaluation (Fire) 2016, pp.184-189, 2016
14. "Monotonic filter for hierarchical translation models"
    Shahram Salami, Mehrnoush Shamsfard
    6th International conference on computer and knowledge engineering- ICCKE2016, pp.19-24, 2016
15. "OMEGA Ontology Matching Enhanced by Genetic Algorithm"
    Mehrnoush Shamsfard, Behzad Helli,
    2nd International Conference on Web Research, 2016
16. "Augmenting FarsNet with New Relations and Structures for verbs"
    Mehrnoush Shamsfard, Ghazanfari Yasaman
    8th Global Wordnet Conference 2016, pp.377-383, 2016
17. "Consolidation of Linked Data Resources upon Heterogeneous Schemas"
    Aynaz Taheri, Mehrnoush Shamsfard
    The sixth International Conference on Advances in Semantic Processing (SEMAPRO), pp.87-91, 2012
18. "Instance Coreference Resolution in Multi-ontology Linked Data Resources."
    Aynaz Taheri, Mehrnoush Shamsfard
    Joint International conference on Semantic Technology- JIST 2012, pp.129-145, 2012
19. "Corpus based Semi-Automatic Extraction of Persian Compound Verbs and their Relations"
    Mehrnoush Shamsfard
    8th Language resource and Evaluation Conference (LREC 2012), pp.2863-2867, 2012
20. ""
    Eslam Nazemi, Mehrnoush Shamsfard
    , 2010
21. "Developing THE Persian WordNet of Verbs and the Editor"
    Mehrnoush Shamsfard, Mahdi Yarmohammadi,
    5th Global Wordnet Conference(GwA 2010), 2010
22. "semi automatic development of farsnet the persian wordnet"
    Mehrnoush Shamsfard, Hakimeh Fadaei,
    5 global wordnet conference(gwa2010), 2010
23. "parsumist a parsian text summarization"
    Mehrnoush Shamsfard,
    ieee conference on natural languge processing and knowledge engineering (nlpke09), 2009
24. "translating persian machine translation exploiting semantic word sense disambiguation"
    Mehrnoush Shamsfard
    forth international conference digital information managment icdim, 2009
25. "developing a persian chunker using a hybrid approach"
    Soheila Kiani, Tara Akhavan, Mehrnoush Shamsfard
    proceedings of the international multiconference on computer science and information technology 2009, 2009
26. "automatics translation between english and persian texts"
    Mehrnoush Shamsfard,
    machine translation summit xil, 2009
27. "step- standard text preparation for persian language"
    Mehrnoush Shamsfard, Soheila Kiani, Yaser Shahedi baghkhandan
    machine translation summit xil, 2009
28. "english to prersian machian translation exploiting semantic world sense disambiguation"
    Mehrnoush Shamsfard
    proceeding of the 14th international csi computer conference (csicc2009), 2009
29. "English to Persion Machine Translation Exploiting Semantic Word Sense Disambiguation"
    Mehrnoush Shamsfard,
    14TH International CSI Computer Conference (CSICC09), 2009
30. "atomatic alignment of persian and english lexical resources a structural linguistic approach"
    Rahim Dehkharghani, Mehrnoush Shamsfard
    nlpcd 2009 6th international workshop on natural language processing cognitive science, 2009
31. "Natural language Processing and Cognitive Science"
    Mehrnoush Shamsfard, Rahim Dehkharghani
    6th International Workshop on Natural Language Processing and Cognitive Science NLPCS 2009, 2009
32. "Using wordnet in extracting the final answeri from retrieved documents in a question answering system"
    Mahsa Arab Yarmohammadi, Mehrnoush Shamsfard,
    The fourth global wordner conference(GWC 2008), pp.520-530, 2008
33. "Developing farsnet A lexical ontology for persian"
    Mehrnoush Shamsfard
    The fourth global wordner conference(GWC 2008), pp.413-418, 2008
34. "Building a wordnet for persian verbs"
    Masoud Johar, Mehrnoush Shamsfard, Mahsa Arab Yarmohammadi
    The fourth global wordner conference(GWC 2008), pp.406-412, 2008
35. "A bottom up approach to persian stemming"
    Mehrnoush Shamsfard
    The third international joint conference on natural language processing ( IJCNLP 2008 ), pp.583-588, 2008
36. "Summarizaion and evaluation where are we today"
    Mehrnoush Shamsfard,
    PACLIC 21( the 21st pacific asia conference on language information and computation, 2007
37. "A rule-based semantic role labeling approach for persian sentences"
    Mehrnoush Shamsfard,
    Proceedings of the 2nd workshop on computational approaches to arabic script-based languages, pp.145-151, 2007
38. "Learning Concepts Taxonomic and Non-taxonomic relations from Texts"
    Mehrnoush Shamsfard
    3rd international IEEE Conference Intelligent Systems, pp.121-124, 2006
39. "A Hybrid Ontology Based Approach for Ranking Documents"
    Mehrnoush Shamsfard
    Computer Science, pp.55-60, 2006
40. "A hybrid method to categorize HTML documents"
    Mehrnoush Shamsfard,
    Data mining 2005, pp.331-340, 2005
41. ""
    Pegah Safari, Mehrnoush Shamsfard
    28th International Computer Conference Computer Society of Iran, 2023
42. "Adversarial Weakly Supervised Domain Adaptation for Few Shot Sentiment Analysis"
    Ehsan Taher, Mehrnoush Shamsfard
    At The 7th International Conference on Web Research (ICWR), pp.1-7, 2021
43. "Measurement of FarsNet-based Semantic Word Similarity and Relatedness"
    Razieh Adelkhah, Mehrnoush Shamsfard
    At The 7th International Conference on Web Research (ICWR), 2021
44. ""
    Moslem Samiee, Mehrnoush Shamsfard
    11th International Conference on Information and Knowledge Technology (IKT), pp.108-113, 2020
45. "PeCoQ-A Dataset for Persian Complex Question Answering over Knowledge Graph"
    Romina Etezadi, Mehrnoush Shamsfard
    11th International Conference on Information and Knowledge Technology (IKT), pp.102-106, 2020
46. ""
    Hamzeh MOTAHHARI KHANSARI, Mehrnoush Shamsfard
    , pp.1-9, 2019
47. "The Ontology of Natural Language Processing"
    RAZIEH ADELKHAH, Mehrnoush Shamsfard, Niloofar Naderian
    5 th International Conference on Web Reseach, 2019
48. ""
    Ali Akbar Ahmadi, Hojjat Tabkhi, Mehrnoush Shamsfard
    CSICC 2019, 2019
49. ""
    Niloofar Ranjbar, Mehrnoush Shamsfard
    CSICC 2018, No 23 , pp.1-7, 2018
50. ""
    Samira Khalili, Mehrnoush Shamsfard
    , pp.1-6, 2017
51. ""
    Zeinab Rahimi, Mehrnoush Shamsfard
    , 2017
52. ""
    Shahram Salami, Mehrnoush Shamsfard
    IKT2016, pp.18-25, 2016
53. ""
    RAZIEH ADELKHAH, Reyhaneh Sadeghi, Mehrnoush Shamsfard
    Computer Society of Iran Computer Conference 2016, 2016
54. ""
    Amid Zakariapour, Samira Nofrasti, Mehrnoush Shamsfard
    23rd Iranian Conference on Electerical Engineering, pp.895-900, 2015
55. ""
    Fatemeh Shafiee, Mehrnoush Shamsfard
    , 2015
56. ""
    Samira Nofrasti, Mehrnoush Shamsfard
    , 2015
57. ""
    Fatemeh Mashhadi Rajab, Mehrnoush Shamsfard
    , 2015
58. ""
    Batool Lakzaei, Mehrnoush Shamsfard
    , pp.299-306, 2014
59. ""
    Mehrnoush Shamsfard
    , pp.786-792, 2014
60. ""
    Nayyereh Kermanshahi, Hossein Abdolkarimi, Mehrnoush Shamsfard
    , pp.805-812, 2014
61. ""
    Arash Chaghari, Mehrnoush Shamsfard
    , pp.20-25, 2013
62. ""
    Mehrnoush Shamsfard
    , pp.101-122, 2012
63. "Cooperation of Evolutionary and Statistical PoS-tagging"
    Rana Forsati, Mehrnoush Shamsfard
    The 16th CSI Symposium on Artificial Intelligence and Signal Processing, pp.446-451, 2012
64. ""
    Mehrnoush Shamsfard, Pooneh Sadat Mortazavi
    , 2010
65. ""
    Mehrnoush Shamsfard
    , 2008
66. "SBUQA question answering system"
    Mahsa Arab Yarmohammadi, Mehrnoush Shamsfard,
    The 13th CsI international computer conference (CSIC 2008), 2008
67. ""
    Mehrnoush Shamsfard,
    , 2008
68. ""
    Mehrnoush Shamsfard,
    Iran data mining conference( IDMC 07), 2007
69. ""
    Mehrnoush Shamsfard,
    15th Iranian conference on electrical engineering, pp.24-29, 2007
70. ""
    Mehrnoush Shamsfard,
    15th Iranian conference on electrical engineering, pp.265-270, 2007
71. ""
    Mehrnoush Shamsfard,
    15th Iranian conference on electrical engineering, pp.422-427, 2007
72. "Automatic Persian Text Summarizer"
    Mehrnoush Shamsfard
    Csicc 2007, pp.1286-1294, 2007
73. "Designing A persian Question Answering System"
    Mehrnoush Shamsfard,
    Csicc 2007, pp.2238-2242, 2007
74. "Logic-Based Persian Language Sentences Representation and Generation System"
    Mehrnoush Shamsfard
    Csicc 2007, pp.2243-2246, 2007
75. "Cognitive - Functional Modeling of a Creative System( CREAGENE)"
    Mehrnoush Shamsfard
    Csicc 2007, pp.1295-1301, 2007
76. ""
    Mehrnoush Shamsfard
    , 2006
77. "Unsupervised Persian morphemes discovery an improved approach"
    Mehrnoush Shamsfard
    the 11the Computer Society of Iran Computer Conference (CSICC 2006), 2006
78. ""
    Mehrnoush Shamsfard
    the 11the Computer Society of Iran Computer Conference (CSICC 2006), 2006
79. ""
    Mehrnoush Shamsfard,
    , 2005
80. ""
    Mehrnoush Shamsfard,
    , pp.404-411, 2005
81. ""
    Mehrnoush Shamsfard,
    E-Lerning, pp.191-201, 2005
82. ""
    Mehrnoush Shamsfard,
    , pp.627-638, 2004
83. ""
    Mehrnoush Shamsfard
    , 1999