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Mehrnoush Shamsfard

Associate Professor

Update: 2026-09-18

Mehrnoush Shamsfard

Computer Science and Engineering / Artificial Intelligence, Robotics, and Cognitive Computing

Journal Papers

  1. "Extracting user profile via large language models and ontologies"
    Pegah Safari, Mehrnoush Shamsfard
    PLoS One, Vol. 21, pp.1-27, 2026
  2. "Consistent Responses to Paraphrased Questions as Evidence Against Hallucination: A Study on Hallucinations in LLMs"
    Tara Zare, Mehrnoush Shamsfard
    International Journal of Web Research, Vol. 8, pp.15-23, 2025
  3. "Persian Intelligent Assistant in Healthcare Domain"
    Sarina Chitsaz, Mehrnoush Shamsfard
    Journal of Innovations in Computer Science and Engineering (JICSE), Vol. 1, pp.59-64, 2025
  4. "HmBlogs: A Comprehensive Corpus and Benchmarking Study for Persian Word Embedding and Language Modeling"
    Hamzeh MOTAHHARI KHANSARI, Mehrnoush Shamsfard, Mostafa Masumi, Seyed Soroush Majd
    SN Computer Science, Vol. 7, pp.1-21, 2025
  5. "Intermediate Fine-Tuning for Robust Persian Emotion Detection in Text"
    Seyed morteza Mahdavi mortazavi, Mehrnoush Shamsfard
    Journal of Innovations in Computer Science and Engineering, Vol. 2, pp.1-6, 2025
  6. "EmoRecBiGRU: Emotion Recognition in Persian Tweets with an Enhanced Model"
    FAEZEH SARLAKIFAR, Seyed morteza Mahdavi mortazavi, Mehrnoush Shamsfard
    International Journal of Information and Communication Technology Research (IJICT, Vol. 16, pp.35-44, 2024
  7. "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
  8. "A Framework for Evaluating Word Boundary Detection in Persian Tokenizers"
    Mostafa Karimi Manesh, Mehrnoush Shamsfard
    Journal of Innovations in Computer Science and Engineering, Vol. 1, pp.49-62, 2024
  9. "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
  10. "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
  11. "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
  12. "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
  13. "Ontology learning from relational databases"
    Batool Lakzaei, Mehrnoush Shamsfard
    INFORMATION SCIENCES, Vol. 577, pp.280-297, 2021
  14. "Representing scientific knowledge for quantitative analysis of physical systems"
    Soroush Mobasheri, Mehrnoush Shamsfard
    Applied Ontology, Vol. 15, pp.439-474, 2020
  15. "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
  16. "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
  17. "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
  18. "Similarity versus relatedness A novel approach in extractive Persian document summarisation"
    Fatemeh Shafiee, Mehrnoush Shamsfard
    JOURNAL OF INFORMATION SCIENCE, 2017
  19. "Symbiosis of evolutionary and combinatorial ontology mapping approaches"
    Rana Forsati, Mehrnoush Shamsfard
    INFORMATION SCIENCES, Vol. 342, pp.53-80, 2016
  20. "Phrase-boundary model for statistical machine translation"
    Shahram Salami, Mehrnoush Shamsfard, Shahram Khadivi
    COMPUTER SPEECH AND LANGUAGE, Vol. 38, pp.13-27, 2016
  21. "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
  22. "Resource Construction and Evaluation for Indirect Opinion Mining of Drug Reviews"
    Samira Nofrasti, Mehrnoush Shamsfard
    PLoS One, Vol. 11, pp.1-25, 2015
  23. "Using Linked Data for polarity classification of patients experiences"
    Samira Nofrasti, Mehrnoush Shamsfard
    JOURNAL OF BIOMEDICAL INFORMATICS, Vol. 57, pp.6-19, 2015
  24. "An effective Web page recommender using binary data clustering"
    Rana Forsati, , Mehrnoush Shamsfard
    Information Retrieval Journal, Vol. 18, pp.167-214, 2015
  25. "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
  26. "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
  27. "Matrix Factorization with Explicit Trust and Distrust Side Information for Improved Social Recommendation"
    Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, mohamed sarwat
    ACM TRANSACTIONS ON INFORMATION SYSTEMS, Vol. 32, pp.1-38, 2014
  28. "Hybrid PoS-tagging a Cooperation of Evolutionary and Statistical Approaches"
    Rana Forsati, Mehrnoush Shamsfard
    APPLIED MATHEMATICAL MODELLING, Vol. 38, pp.3193-3211, 2014
  29. "Novel harmony search algorithms for Part of Speech tagging"
    Rana Forsati, Mehrnoush Shamsfard
    KNOWLEDGE AND INFORMATION SYSTEMS, Vol. 40, pp.1-28, 2014
  30. "VE Architect-Driven Service-Oriented Business Network Process Realization"
    Mehrnoush Shamsfard
    international journal of information communication technology, Vol. 2, pp.283-309, 2013
  31. "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
  32. "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
  33. "Efficient stochastic algorithms for document clustering"
    Rana Forsati, , Mehrnoush Shamsfard,
    INFORMATION SCIENCES, Vol. 220, pp.269-291, 2013
  34. "Extracting Generalized Semantic Roles from Corpus"
    Fateme Jafarinejad, Mehrnoush Shamsfard
    international journal of computer science issues (IJCSI), Vol. 9, pp.200-206, 2012
  35. "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
  36. "Compound verbs in Persian WordNet"
    Mehrnoush Shamsfard
    INTERNATIONAL JOURNAL OF LEXICOGRAPHY, Vol. 25, pp.50-67, 2011
  37. "Recognizing Anaphora Reference in Persian Sentences"
    Mehrnoush Shamsfard
    international journal of computer science issues (IJCSI), Vol. 8, pp.324-329, 2011
  38. "mapping persian words to wordnet synsets"
    Rahim Dehkharghani, Mehrnoush Shamsfard
    special issue on business intelligence and semantic, 2010
  39. "Relation Learning from Persian Web A Hybrid Approach"
    , Mehrnoush Shamsfard
    Research in Computing Science (RCS), Vol. 46, pp.219-230, 2010
  40. "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
  41. "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
  42. "persian document summarization by parsumist"
    Mehrnoush Shamsfard, Tara Akhavan,
    WORLD APPLIED SCIENCES JOURNAL, Vol. 7, pp.199-205, 2009
  43. "Automatic Translation from Persian to English Knowledge Based WSD"
    Chakaveh Saedi, Mehrnoush Shamsfard
    Intl Journal of Information Studies, Vol. 2, pp.157-164, 2009
  44. "persian pos tagging using probabilistic morphological analysis"
    Mehrnoush Shamsfard, Hakimeh Fadaei
    int.j.computer applications in technology, Vol. 38, 2009
  45. "Thematic role extraction using shallow parsing"
    Mehrnoush Shamsfard,
    International Journal of Computational Intelligence, Vol. 4, pp.126-132, 2007
  46. "ORank An Ontology Based System for Ranking Documents"
    Mehrnoush Shamsfard
    International Journal of Computer Science, Vol. 1, pp.225-231, 2006
  47. "learning ontologies from natural language texts"
    Mehrnoush Shamsfard,
    INTERNATIONAL JOURNAL OF HUMAN-COMPUTER STUDIES, pp.17-63, 2004
  48. "The state of the art in ontology learning a franework for comparison"
    Mehrnoush Shamsfard,
    KNOWLEDGE ENGINEERING REVIEW, Vol. 18, pp.293-316, 2003
  49. ""
    Zeinab Rahimi, Mehrnoush Shamsfard
    Iranian Journal of Information Processing Management, Vol. 38, pp.607-638, 2023
  50. ""
    Shahram Salami, Mehrnoush Shamsfard
    Vol. 35, pp.115-126, 2018
  51. ""
    Samira Nofrasti, Mehrnoush Shamsfard
    Vol. 13, pp.35-49, 2016
  52. ""
    Arash Chaghari, Mehrnoush Shamsfard
    Vol. 11, pp.22-30, 2013
  53. ""
    Mehrnoush Shamsfard, Fateme Jafarinejad
    Vol. 8, pp.53-72, 2012
  54. ""
    , Mehrnoush Shamsfard
    Vol. 7, pp.108-161, 2011
  55. ""
    , , Mehrnoush Shamsfard, Mahsa Arab Yarmohammadi
    Vol. 1, 2009
  56. ""
    Mehrnoush Shamsfard,
    Vol. 6, pp.40-52, 2008
  57. ""
    Mehrnoush Shamsfard
    Vol. 1, pp.13-30, 2004
  58. ""
    Mehrnoush Shamsfard,
    Vol. 4, pp.48-66, 2002
  59. "The relation of knowledge intference and representation Models"
    , , Mehrnoush Shamsfard
    Vol. 12, 2001
  60. "Computational Lexicon The Central Structure in Natural Language Processing Systems"
    Mehrnoush Shamsfard, Ahmad Abdollahzadeh
    Vol. 12, 2001

Conference Papers

  1. "PARSEME 2.0 Multilingual Corpus of Multiword Expressions"
    Agata Savary, Manon Scholivet, Carlos Ramisch, Takuya Nakamura, Eric Bilinski, Sara Stymne, Voula Giouli, Stella Markantonatou, Vasile Pais, Maria Mitrofan, Louis Esteve, Bruno Guillaume, Verginica Barbu Mititel, Jaka Cibej, Roberto Diaz Hernandez, Victoria Fendel, Polona Gantar, Olha Kanishcheva, Cvetana Krstev, Chaya Liebeskind, Irina Lobzhanidze, Aleksandra Markovi, Gunta Nepore-Brzkalne, Adriana Pagano, Mehrnoush Shamsfard, Ranka Stankovi, Vahideh Tajalli, Carole Tiberius, Aakanksha Padhye
    the Fifteenth Language Resources and Evaluation Conference (LREC 2026), No 12 , pp.4819-4834, 2026
  2. "From Pixels to Plans: A High-Fidelity Knowledge Graph Grounding Framework for LLM-Based Robotic Action"
    Fatemeh Hora Haghighatkhah, Mehrnoush Shamsfard
    12th International Conference on Web Research, pp.288-295, 2026
  3. "A Graph-Theoretical Framework for Analyzing the Behavior of Causal Language Models"
    Rashin Rahnamoun, Mehrnoush Shamsfard
    2025 Conference on Empirical Methods in Natural Language Processing,, pp.20042-20073, 2025
  4. "FaBERT: Pre-training BERT on Persian Blogs"
    Mostafa Masoumi, Seyed Soroush Majd, Mehrnoush Shamsfard, Hamid Beigi
    The Tenth Workshop on Noisy and User-generated Text, No 10 , pp.85-96, 2025
  5. "Advancing Persian LLM Evaluation"
    Sara Bourbour Hosseinbeigi, Behnam روحاني, Mostafa مسعودي, Mehrnoush Shamsfard, Zahra Saaberi, Mostafa Karimi Manesh, Mohammad Amin عباسي
    The 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL 2025), pp.2711-2727, 2025
  6. "Developing an Informal-Formal Persian Corpus: Highlighting the Differences between Two Writing Styles"
    Vahideh Tajalli, Mehrnoush Shamsfard, Fatemeh Kalantari
    1st Workshop on NLP for Languages Using Arabic Script (AbjadNLP), 2025
  7. "Multi-Layered Evaluation Using a Fusion of Metrics and LLMs as Judges in Open-Domain Question Answering"
    Mehrnoush Shamsfard, Rashin Rahnamoun
    The 31st International Conference on Computational Linguistics (COLING 2025), pp.6088-6104, 2025
  8. "Skh-nlp at llms4ol 2024 task b: Taxonomy discovery in ontologies using bert and llama 3"
    Seyed Mohammad Hossein Hashemi, Mostafa Karimi Manesh, Mehrnoush Shamsfard
    The 1st Large Language Models for Ontology Learning Challenge at the 23rd ISWC, pp.103-111, 2024
  9. "Predicting Compositionality of Verbal Multiword Expressions in Persian"
    Mahtab Sarlak, Yalda sadat Yarandi, Mehrnoush Shamsfard
    The 18th International Workshop on Semantic Evaluation (SemEval-2024), pp.14-23, 2024
  10. "RFBES at SemEval-2024 Task 8: Investigating Syntactic and Semantic Features for Distinguishing AI-Generated and Human-Written Texts"
    Mohammad Heydari Rad, Farhan Farsi, Shayan Bali, Romina Etezadi, Mehrnoush Shamsfard
    The 18th International Workshop on Semantic Evaluation (SemEval-2024), pp.450-454, 2024
  11. "SAT Based Analogy Evaluation Framework for Persian Word Embeddings"
    Seyyedehsan Mahmoudi, Mehrnoush Shamsfard
    2022 12th International Conference on Computer and Knowledge Engineering (ICCKE), 2022
  12. "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
  13. "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
  14. "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
  15. "Challenges and Opportunities in Processing Low Resource Languages: A study on Persian"
    Mehrnoush Shamsfard
    International Conference Language Technologies for All (LT4All), 2019
  16. "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
  17. "Knowledge-Based Word Sense Disambiguation with Distributional Semantic Expansion"
    Hossein Rouhizadeh, Mehrnoush Shamsfard, Masoud Rouhizadeh
    The third Widening Natural Language Processing (WiNLP) Workshop, 2019
  18. "Extraction of Verbal Synsets and Relations for FarsNet"
    Mehrnoush Shamsfard
    The 9th Global WordNet Conference (GWC 2018), pp.1-9, 2018
  19. "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
  20. "A proposed representation framework for semantic science"
    Soroush Mobasheri, Mehrnoush Shamsfard
    3rd Internmational Conferenmce on Web Research, pp.1-9, 2017
  21. "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
  22. "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
  23. "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
  24. "Monotonic filter for hierarchical translation models"
    Shahram Salami, Mehrnoush Shamsfard
    6th International conference on computer and knowledge engineering- ICCKE2016, pp.19-24, 2016
  25. "OMEGA Ontology Matching Enhanced by Genetic Algorithm"
    Mehrnoush Shamsfard, Behzad Helli,
    2nd International Conference on Web Research, 2016
  26. "Augmenting FarsNet with New Relations and Structures for verbs"
    Mehrnoush Shamsfard, Ghazanfari Yasaman
    8th Global Wordnet Conference 2016, pp.377-383, 2016
  27. "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
  28. "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
  29. "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
  30. ""
    Eslam Nazemi, Mehrnoush Shamsfard
    , 2010
  31. "semi automatic development of farsnet the persian wordnet"
    Mehrnoush Shamsfard, Hakimeh Fadaei,
    5 global wordnet conference(gwa2010), 2010
  32. "Developing THE Persian WordNet of Verbs and the Editor"
    Mehrnoush Shamsfard, Mahdi Yarmohammadi,
    5th Global Wordnet Conference(GwA 2010), 2010
  33. "parsumist a parsian text summarization"
    Mehrnoush Shamsfard,
    ieee conference on natural languge processing and knowledge engineering (nlpke09), 2009
  34. "translating persian machine translation exploiting semantic word sense disambiguation"
    Mehrnoush Shamsfard
    forth international conference digital information managment icdim, 2009
  35. "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
  36. "step- standard text preparation for persian language"
    Mehrnoush Shamsfard, Soheila Kiani, Yaser Shahedi baghkhandan
    machine translation summit xil, 2009
  37. "automatics translation between english and persian texts"
    Mehrnoush Shamsfard,
    machine translation summit xil, 2009
  38. "english to prersian machian translation exploiting semantic world sense disambiguation"
    Mehrnoush Shamsfard
    proceeding of the 14th international csi computer conference (csicc2009), 2009
  39. "English to Persion Machine Translation Exploiting Semantic Word Sense Disambiguation"
    Mehrnoush Shamsfard,
    14TH International CSI Computer Conference (CSICC09), 2009
  40. "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
  41. "Natural language Processing and Cognitive Science"
    Mehrnoush Shamsfard, Rahim Dehkharghani
    6th International Workshop on Natural Language Processing and Cognitive Science NLPCS 2009, 2009
  42. "Developing farsnet A lexical ontology for persian"
    Mehrnoush Shamsfard
    The fourth global wordner conference(GWC 2008), pp.413-418, 2008
  43. "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
  44. "Building a wordnet for persian verbs"
    Masoud Johar, Mehrnoush Shamsfard, Mahsa Arab Yarmohammadi
    The fourth global wordner conference(GWC 2008), pp.406-412, 2008
  45. "A bottom up approach to persian stemming"
    Mehrnoush Shamsfard
    The third international joint conference on natural language processing ( IJCNLP 2008 ), pp.583-588, 2008
  46. "Summarizaion and evaluation where are we today"
    Mehrnoush Shamsfard,
    PACLIC 21( the 21st pacific asia conference on language information and computation, 2007
  47. "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
  48. "Learning Concepts Taxonomic and Non-taxonomic relations from Texts"
    Mehrnoush Shamsfard
    3rd international IEEE Conference Intelligent Systems, pp.121-124, 2006
  49. "A Hybrid Ontology Based Approach for Ranking Documents"
    Mehrnoush Shamsfard
    Computer Science, pp.55-60, 2006
  50. "A hybrid method to categorize HTML documents"
    Mehrnoush Shamsfard,
    Data mining 2005, pp.331-340, 2005
  51. "Performance Evaluation of Large Language Models in Medicine"
    Sama Khoraminejad, Zahra Vatankhah mohammadabadi, Mehrnoush Shamsfard
    International Congress of AI in Health, 2025
  52. "Evaluating LLMs in Persian News Summarization"
    arya varasteh, Reza Tavasoli, Mostafa Masoumi, Seyed Soroush Majd, Mehrnoush Shamsfard
    2024 15th International Conference on Information and Knowledge Technology (IKT), pp.195-201, 2024
  53. "Ontology and Information System of Iranian Herbal Medicines"
    Motahareh Ramezani Khouzestani, Mehrnoush Shamsfard
    10th International Conference on Web Research, 2024
  54. "Detecting Hallucinations Generated by Large Language Models Using Paraphrasing Technique"
    Tara Zare, Mehrnoush Shamsfard
    10th International Conference on Web Research, 2024
  55. "Solving Persian Crosswords with Natural Language Processing Techniques"
    Mohammad reza Pakzadian, Mehrnoush Shamsfard
    9th International Conference on Web Research (ICWR2023), No 9 , pp.1-8, 2023
  56. ""
    Pegah Safari, Mehrnoush Shamsfard
    28th International Computer Conference Computer Society of Iran, 2023
  57. "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
  58. "Measurement of FarsNet-based Semantic Word Similarity and Relatedness"
    Razieh Adelkhah, Mehrnoush Shamsfard
    At The 7th International Conference on Web Research (ICWR), 2021
  59. ""
    Moslem Samiee, Mehrnoush Shamsfard
    11th International Conference on Information and Knowledge Technology (IKT), pp.108-113, 2020
  60. "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
  61. ""
    Hamzeh MOTAHHARI KHANSARI, Mehrnoush Shamsfard
    , pp.1-9, 2019
  62. "The Ontology of Natural Language Processing"
    RAZIEH ADELKHAH, Mehrnoush Shamsfard, Niloofar Naderian
    5 th International Conference on Web Reseach, 2019
  63. ""
    Ali Akbar Ahmadi, Hojjat Tabkhi, Mehrnoush Shamsfard
    CSICC 2019, 2019
  64. ""
    Niloofar Ranjbar, Mehrnoush Shamsfard
    CSICC 2018, No 23 , pp.1-7, 2018
  65. ""
    Samira Khalili, Mehrnoush Shamsfard
    , pp.1-6, 2017
  66. ""
    Zeinab Rahimi, Mehrnoush Shamsfard
    , 2017
  67. ""
    Shahram Salami, Mehrnoush Shamsfard
    IKT2016, pp.18-25, 2016
  68. ""
    RAZIEH ADELKHAH, Reyhaneh Sadeghi, Mehrnoush Shamsfard
    Computer Society of Iran Computer Conference 2016, 2016
  69. ""
    Amid Zakariapour, Samira Nofrasti, Mehrnoush Shamsfard
    23rd Iranian Conference on Electerical Engineering, pp.895-900, 2015
  70. ""
    Fatemeh Shafiee, Mehrnoush Shamsfard
    , 2015
  71. ""
    Fatemeh Mashhadi Rajab, Mehrnoush Shamsfard
    , 2015
  72. ""
    Samira Nofrasti, Mehrnoush Shamsfard
    , 2015
  73. ""
    Mehrnoush Shamsfard
    , pp.786-792, 2014
  74. ""
    Batool Lakzaei, Mehrnoush Shamsfard
    , pp.299-306, 2014
  75. ""
    Nayyereh Kermanshahi, Hossein Abdolkarimi, Mehrnoush Shamsfard
    , pp.805-812, 2014
  76. ""
    Arash Chaghari, Mehrnoush Shamsfard
    , pp.20-25, 2013
  77. ""
    Mehrnoush Shamsfard
    , pp.101-122, 2012
  78. "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
  79. ""
    Mehrnoush Shamsfard, Pooneh Sadat Mortazavi
    , 2010
  80. ""
    Mehrnoush Shamsfard,
    , 2008
  81. ""
    Mehrnoush Shamsfard
    , 2008
  82. "SBUQA question answering system"
    Mahsa Arab Yarmohammadi, Mehrnoush Shamsfard,
    The 13th CsI international computer conference (CSIC 2008), 2008
  83. ""
    Mehrnoush Shamsfard,
    Iran data mining conference( IDMC 07), 2007
  84. ""
    Mehrnoush Shamsfard,
    15th Iranian conference on electrical engineering, pp.24-29, 2007
  85. ""
    Mehrnoush Shamsfard,
    15th Iranian conference on electrical engineering, pp.422-427, 2007
  86. ""
    Mehrnoush Shamsfard,
    15th Iranian conference on electrical engineering, pp.265-270, 2007
  87. "Logic-Based Persian Language Sentences Representation and Generation System"
    Mehrnoush Shamsfard
    Csicc 2007, pp.2243-2246, 2007
  88. "Cognitive - Functional Modeling of a Creative System( CREAGENE)"
    Mehrnoush Shamsfard
    Csicc 2007, pp.1295-1301, 2007
  89. "Automatic Persian Text Summarizer"
    Mehrnoush Shamsfard
    Csicc 2007, pp.1286-1294, 2007
  90. "Designing A persian Question Answering System"
    Mehrnoush Shamsfard,
    Csicc 2007, pp.2238-2242, 2007
  91. ""
    Mehrnoush Shamsfard
    , 2006
  92. "Unsupervised Persian morphemes discovery an improved approach"
    Mehrnoush Shamsfard
    the 11the Computer Society of Iran Computer Conference (CSICC 2006), 2006
  93. ""
    Mehrnoush Shamsfard
    the 11the Computer Society of Iran Computer Conference (CSICC 2006), 2006
  94. ""
    Mehrnoush Shamsfard,
    , 2005
  95. ""
    Mehrnoush Shamsfard,
    , pp.404-411, 2005
  96. ""
    Mehrnoush Shamsfard,
    E-Lerning, pp.191-201, 2005
  97. ""
    Mehrnoush Shamsfard,
    , pp.627-638, 2004
  98. ""
    Mehrnoush Shamsfard
    , 1999