Journal Papers

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

Conference Papers

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