The state of the art in ontology learning: a framework for comparison. - Mehrnoush Shamsfard; Ahmad Abdollahzadeh Barforoush (Knowl. Eng. Rev., 2003)

Learning ontologies from natural language texts. - Mehrnoush Shamsfard; Ahmad Abdollahzadeh Barforoush (Int. J. Hum. Comput. Stud., 2004)

Unsupervised Discovery of Persian Morphemes. - Mohsen Arabsorkhi; Mehrnoush Shamsfard (EACL, 2006)

Summarization and Evaluation; Where are we today?! - Mehrnoush Shamsfard; Amir Saffarian; Samaneh Ghodratnama (PACLIC, 2007)

SBUQA Question Answering System. - Mahsa Arab Yarmohammadi; Mehrnoush Shamsfard; Mahshid A. Yarmohammadi; Masoud Rouhizadeh (CSICC, 2008)

Using Agility in Ontology Construction. - Amir Azim Sharifloo; Mehrnoush Shamsfard (FOMI, 2008)

A Bottom Up approach to Persian Stemming. - Amir Azim Sharifloo; Mehrnoush Shamsfard (IJCNLP, 2008)

Towards Semi Automatic Construction of a Lexical Ontology for Persian. - Mehrnoush Shamsfard (LREC, 2008)

A Hybrid Morphology-Based POS Tagger for Persian. - Mehrnoush Shamsfard; Hakimeh Fadaei (LREC, 2008)

Translating Persian documents into English using knowledge based WSD. - Chakaveh Saedi; Mehrnoush Shamsfard (ICDIM, 2009)

Developing a persian chunker using a hybrid approach. - Soheila Kiani; Tara Akhavan; Mehrnoush Shamsfard (IMCSIT, 2009)

Parsumist: A Persian text summarizer. - Mehrnoush Shamsfard; Tara Akhavan; Mona Erfani Jourabchi (NLPKE, 2009)

Automatic Alignment of Persian and English Lexical Resources: A Structural-Linguistic Approach. - Rahim Dehkharghani; Mehrnoush Shamsfard (NLPCS, 2009)

Mapping Persian Words to WordNet Synsets. - Rahim Dehkharghani; Mehrnoush Shamsfard (Int. J. Interact. Multim. Artif. Intell., 2009)

Extracting Conceptual Relations from Persian Resources. - Hakimeh Fadaei; Mehrnoush Shamsfard (ITNG, 2010)

Extracting Lexico-conceptual Knowledge for Developing Persian WordNet. - Mehrnoush Shamsfard; Hakimeh Fadaei; Elham Fekri (LREC, 2010)

STeP-1: A Set of Fundamental Tools for Persian Text Processing. - Mehrnoush Shamsfard; Hoda Sadat Jafari; Mahdi Ilbeygi (LREC, 2010)

Persian POS tagging using probabilistic morphological analysis. - Hakimeh Fadaei; Mehrnoush Shamsfard (Int. J. Comput. Appl. Technol., 2010)

A Semantic Approach to Extract the Final Answer in SBUQA Question Answering System. - Mehrnoush Shamsfard; Mahsa Arab Yarmohammadi (J. Digit. Content Technol. its Appl., 2010)

A Semi-supervised Approach for Key-Synset Extraction to Be Used in Word Sense Disambiguation. - Maryam Haghollahi; Mehrnoush Shamsfard (AIRS, 2011)

Mapping FarsNet to Suggested Upper Merged Ontology. - Aynaz Taheri; Mehrnoush Shamsfard (AIRS, 2011)

A bi-section graph approach for hybrid recommender system. - Hanieh Mohammadi; Rana Forsati; Mohammad Reza Meybodi; Mehrnoush Shamsfard (GrC, 2011)

Instance Coreference Resolution in Multi-ontology Linked Data Resources. - Aynaz Taheri; Mehrnoush Shamsfard (JIST, 2012)

Corpus based Semi-Automatic Extraction of Persian Compound Verbs and their Relations. - Somayeh Bagherbeygi; Mehrnoush Shamsfard (LREC, 2012)

SBUEI: results for OAEI 2012. - Aynaz Taheri; Mehrnoush Shamsfard (OM, 2012)

On The Application of Fuzzy Ontology for Qualitative Spatial Reasoning. - Zahra Riahi Samani; Mehrnoush Shamsfard (J. Next Gener. Inf. Technol., 2012)

A fuzzy co-clustering approach for hybrid recommender systems. - Rana Forsati; Hanieh Mohammadi Doustdar; Mehrnoush Shamsfard; Andisheh Keikha; Mohammad Reza Meybodi (Int. J. Hybrid Intell. Syst., 2013)

VE architect-driven partner selection: ontology-based approach. - Alireza Khoshkbarforoushha; Masoumeh Tajvidi; Mehrnoush Shamsfard; Mohammad Aghdasi (Int. J. Netw. Virtual Organisations, 2013)

Efficient stochastic algorithms for document clustering. - Rana Forsati; Mehrdad Mahdavi; Mehrnoush Shamsfard; Mohammad Reza Meybodi (Inf. Sci., 2013)

Matrix Factorization with Explicit Trust and Distrust Relationships. - Rana Forsati; Mehrdad Mahdavi; Mehrnoush Shamsfard; Mohamed Sarwat (CoRR, 2014)

A Hybrid Algorithm for Recognizing the Position of Ezafe Constructions in Persian Texts. - Samira Noferesti; Mehrnoush Shamsfard (Int. J. Interact. Multim. Artif. Intell., 2014)

Enriched ant colony optimization and its application in feature selection. - Rana Forsati; Alireza Moayedikia; Richard Jensen; Mehrnoush Shamsfard; Mohammad Reza Meybodi (Neurocomputing, 2014)

A Rule-Based Model and Genetic Algorithm Combination for Persian Text Chunking. - Samira Noferesti; Mehrnoush Shamsfard (Int. J. Comput. Their Appl., 2014)

Matrix Factorization with Explicit Trust and Distrust Side Information for Improved Social Recommendation. - Rana Forsati; Mehrdad Mahdavi; Mehrnoush Shamsfard; Mohamed Sarwat (ACM Trans. Inf. Syst., 2014)

An improved bee colony optimization algorithm with an application to document clustering. - Rana Forsati; Andisheh Keikha; Mehrnoush Shamsfard (Neurocomputing, 2015)

An effective Web page recommender using binary data clustering. - Rana Forsati; Alireza Moayedikia; Mehrnoush Shamsfard (Inf. Retr. J., 2015)

Using Linked Data for polarity classification of patients' experiences. - Samira Noferesti; Mehrnoush Shamsfard (J. Biomed. Informatics, 2015)

Novel harmony search-based algorithms for part-of-speech tagging. - Rana Forsati; Mehrnoush Shamsfard (Knowl. Inf. Syst., 2015)

A Text Alignment Algorithm Based on Prediction of Obfuscation Types Using SVM Neural Network. - Fatemeh Mashhadirajab; Mehrnoush Shamsfard (FIRE (Working Notes), 2016)

Predicting Type of Obfuscation to Enhance Text Alignment Algorithms. - Fatemeh Mashhadirajab; Mehrnoush Shamsfard (FIRE Workshop, 2016)

A Text Alignment Corpus for Persian Plagiarism Detection. - Fatemeh Mashhadirajab; Mehrnoush Shamsfard; Razieh Adelkhah; Fatemeh Shafiee; Chakaveh Saedi (FIRE (Working Notes), 2016)

Using Data Mining Techniques for Sentiment Shifter Identification. - Samira Noferesti; Mehrnoush Shamsfard (LREC, 2016)

Augmenting FarsNet with New Relations and Structures for verbs. - Mehrnoush Shamsfard; Yasaman Ghazanfari (GWC, 2016)

Phrase-boundary model for statistical machine translation. - Shahram Salami; Mehrnoush Shamsfard; Shahram Khadivi (Comput. Speech Lang., 2016)

Symbiosis of evolutionary and combinatorial ontology mapping approaches. - Rana Forsati; Mehrnoush Shamsfard (Inf. Sci., 2016)

Mahtab at SemEval-2017 Task 2: Combination of Corpus-based and Knowledge-based Methods to Measure Semantic Word Similarity. - Niloofar Ranjbar; Fatemeh Mashhadirajab; Mehrnoush Shamsfard; Rayeheh Hosseini pour; Aryan Vahid pour (SemEval@ACL, 2017)

Extraction of Verbal Synsets and Relations for FarsNet. - Fatemeh Khalghani; Mehrnoush Shamsfard (GWC, 2018)

The State of the Art in Developing Fuzzy Ontologies: A Survey. - Zahra Riahi Samani; Mehrnoush Shamsfard (CoRR, 2018)

Similarity versus relatedness: A novel approach in extractive Persian document summarisation. - Fatemeh Shafiee; Mehrnoush Shamsfard (J. Inf. Sci., 2018)

Integrating Shallow Syntactic Labels in the Phrase-Boundary Translation Model. - Shahram Salami; Mehrnoush Shamsfard (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2018)

Knowledge-Based Word Sense Disambiguation with Distributional Semantic Expansion. - Hossein Rouhizadeh; Mehrnoush Shamsfard; Masoud Rouhizadeh (WNLP@ACL, 2019)

EoANN: Lexical Semantic Relation Classification Using an Ensemble of Artificial Neural Networks. - Rayeheh Hosseini pour; Mehrnoush Shamsfard (RANLP, 2019)

A Weighted Multi-Criteria Decision Making Approach for Image Captioning. - Hassan Maleki Galandouz; Mohsen Ebrahimi Moghaddam; Mehrnoush Shamsfard (CoRR, 2019)

Applying data mining and machine learning techniques for sentiment shifter identification. - Zeinab Rahimi; Samira Noferesti; Mehrnoush Shamsfard (Lang. Resour. Evaluation, 2019)

Representing scientific knowledge for quantitative analysis of physical systems. - Soroush Mobasheri; Mehrnoush Shamsfard (Appl. Ontology, 2020)

Beheshti-NER: Persian Named Entity Recognition Using BERT. - Ehsan Taher; Seyed Abbas Hoseini; Mehrnoush Shamsfard (CoRR, 2020)

Tehran stock exchange prediction using sentiment analysis of online textual opinions. - Arezoo Hatefi Ghahfarrokhi; Mehrnoush Shamsfard (Intell. Syst. Account. Finance Manag., 2020)

Persian SemCor: A Bag of Word Sense Annotated Corpus for the Persian Language. - Hossein Rouhizadeh; Mehrnoush Shamsfard; Mahdi Dehghan; Masoud Rouhizadeh (GWC, 2021)

Persian Causality Corpus (PerCause) and the Causality Detection Benchmark. - Zeinab Rahimi; Mehrnoush Shamsfard (CoRR, 2021)

PeCoQ: A Dataset for Persian Complex Question Answering over Knowledge Graph. - Romina Etezadi; Mehrnoush Shamsfard (CoRR, 2021)

SAT Based Analogy Evaluation Framework for Persian Word Embeddings. - Seyyed Ehsan Mahmoudi; Mehrnoush Shamsfard (CoRR, 2021)

Persian-WSD-Corpus: A Sense Annotated Corpus for Persian All-words Word Sense Disambiguation. - Hossein Rouhizadeh; Mehrnoush Shamsfard; Vahideh Tajalli; Masoud Rouhizadeh (CoRR, 2021)

Contradiction Detection in Persian Text. - Zeinab Rahimi; Mehrnoush Shamsfard (CoRR, 2021)

A Knowledge-based Approach for Answering Complex Questions in Persian. - Romina Etezadi; Mehrnoush Shamsfard (CoRR, 2021)

Offensive Language Detection with BERT-based models, By Customizing Attention Probabilities. - Peyman Alavi; Pouria Nikvand; Mehrnoush Shamsfard (CoRR, 2021)

HmBlogs: A big general Persian corpus. - Hamzeh Motahari Khansari; Mehrnoush Shamsfard (CoRR, 2021)

Ontology learning from relational databases. - Batool Lakzaei; Mehrnoush Shamsfard (Inf. Sci., 2021)

Improving Persian Relation Extraction Models by Data Augmentation. - Moein Salimi Sartakhti; Romina Etezadi; Mehrnoush Shamsfard (CoRR, 2022)

Predicting Compositionality of Verbal Multiword Expressions in Persian. - Mahtab Sarlak; Yalda Yarandi; Mehrnoush Shamsfard (MWE@EACL, 2023)

PARSEME corpus release 1.3. - Agata Savary; Chérifa Ben Khelil; Carlos Ramisch; Voula Giouli; Verginica Barbu Mititelu; Najet Hadj Mohamed; Cvetana Krstev; Chaya Liebeskind; Hongzhi Xu; Sara Stymne; Tunga Güngör; Thomas Pickard; et al. (MWE@EACL, 2023)

Developing an Informal-Formal Persian Corpus. - Vahide Tajalli; Fateme Kalantari; Mehrnoush Shamsfard (CoRR, 2023)

The state of the art in open domain complex question answering: a survey. - Romina Etezadi; Mehrnoush Shamsfard (Appl. Intell., 2023)

A Neuro Symbolic Approach for Contradiction Detection in Persian Text. - Zeinab Rahimi; Mehrnoush Shamsfard (J. Univers. Comput. Sci., 2023)

Improved relation span detection in question answering systems over extracted knowledge bases. - Somayyeh Behmanesh; Alireza Talebpour; Mehrnoush Shamsfard; Mohammad Mahdi Jafari (Expert Syst. Appl., 2023)

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 (LLMs4OL@ISWC, 2024)

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 (SemEval@NAACL, 2024)

A Novel Open-Domain Question Answering System on Curated and Extracted Knowledge Bases With Consideration of Confidence Scores in Existing Triples. - Somayyeh Behmanesh; Alireza Talebpour; Mehrnoush Shamsfard; Mohammad Mahdi Jafari (IEEE Access, 2024)

Data Augmentation and Preparation Process of PerInfEx: A Persian Chatbot With the Ability of Information Extraction. - Pegah Safari; Mehrnoush Shamsfard (IEEE Access, 2024)

FaBERT: Pre-training BERT on Persian Blogs. - Mostafa Masumi; Seyed Soroush Majd; Mehrnoush Shamsfard; Hamid Beigy (CoRR, 2024)

Formality Style Transfer in Persian. - Parastoo Falakaflaki; Mehrnoush Shamsfard (CoRR, 2024)

Stacked cross-modal feature consolidation attention networks for image captioning. - Mozhgan Pourkeshavarz; Shahabedin Nabavi; Mohsen Ebrahimi Moghaddam; Mehrnoush Shamsfard (Multim. Tools Appl., 2024)

Multi-Layered Evaluation Using a Fusion of Metrics and LLMs as Judges in Open-Domain Question Answering. - Rashin Rahnamoun; Mehrnoush Shamsfard (COLING, 2025)

Developing an Informal-Formal Persian Corpus: Highlighting the Differences between Two Writing Styles. - Vahide Tajalli; Mehrnoush Shamsfard; Fateme Kalantari (COLING Workshops, 2025)

Advancing Persian LLM Evaluation. - Sara Bourbour Hosseinbeigi; Behnam Rohani; Mostafa Masoudi; Mehrnoush Shamsfard; Zahra Saaberi; Mostafa Karimi Manesh; Mohammad Amin Abbasi (NAACL (Findings), 2025)

FarsEval-PKBETS: A new diverse benchmark for evaluating Persian large language models. - Mehrnoush Shamsfard; Zahra Saaberi; Mostafa Karimi Manesh; Seyed Mohammad Hossein Hashemi; Zahra Vatankhah; Motahareh Ramezani; Niki Pourazin; Tara Zare; Maryam Azimi; Sarina Chitsaz; Sama Khoraminejad; Morteza Mahdavi Mortazavi; et al. (CoRR, 2025)