Mehrnoush Shamsfard

93 papers A* 1A 1B 8C 4Misc 3Journal 54Unranked 22
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Parallel Cross-Lingual Benchmark for Multimodal Idiomaticity Understanding.
CoRR
Dilara Torunoglu-Selamet, Dogukan Arslan, Rodrigo Wilkens, Wei He, Gülsen Eryigit, Thomas Pickard, Adriana S. Pagano, Aline Villavicencio, Ágnes Abuczki, Aida Cardoso, Alesia Lazarenka, Dina Almassova, Amalia Mendes, Anna Kanellopoulou, Antoni Brosa-Rodríguez, Baiba Saulite, Beata Wojtowicz, Bolette Pedersen, Carlos Manuel Hidalgo-Ternero, Chaya Liebeskind, Danka Jokic, Diego Alves, Eleni Triantafyllidi, Erik Velldal, Fred Philippy, Giedre Valunaite Oleskeviciene, Ieva Rizgeliene, Inguna Skadina, Irina Lobzhanidze, Isabell Stinessen Haugen, Jauza Akbar Krito, Jelena M. Markovic, Johanna Monti, Josue Alejandro Sauca, Kaja Dobrovoljc, Kingsley O. Ugwuanyi, Laura Rituma, Lilja Øvrelid, Maha Tufail Agro, Manzura Abjalova, Maria Chatzigrigoriou, María Del Mar Sánchez Ramos, Marija Pendevska, Masoumeh Seyyedrezaei, Mehrnoush Shamsfard, Momina Ahsan, Muhammad Ahsan Riaz Khan, Nathalie Carmen Hau Norman, Nilay Erdem Ayyildiz, Nina Hosseini-Kivanani, Noémi Ligeti-Nagy, Numaan Naeem, Olha Kanishcheva, Olha Yatsyshyna, Daniil Orel, Petra Giommarelli, Petya Osenova, Radovan Garabík, Regina E. Semou, Rozane Rebechi, Salsabila Zahirah Pranida, Samia Touileb, Sanni Nimb, Sarfraz Ahmad, Sarvinoz Nematkhonova, Shahar Golan, Shaoxiong Ji, Sopuruchi Christian Aboh, Srdjan Sucur, Stella Markantonatou, Sussi Olsen, Vahide Tajalli, Veronika Lipp, Voula Giouli, Yelda Yesildal Eraydin, Zahra Saaberi, Zhuohan Xie
2026 J jnl
HmBlogs: A Comprehensive Corpus and Benchmarking Study for Persian Word Embedding and Language Modeling.
SN Comput. Sci.
Hamzeh Motahari Khansari, Mehrnoush Shamsfard, Mostafa Masumi, Seyed Soroush Majd
2025 A* conf
A Graph-Theoretical Framework for Analyzing the Behavior of Causal Language Models.
EMNLP
Rashin Rahnamoun, Mehrnoush Shamsfard
2025 — conf
Advancing Persian LLM Evaluation.
NAACL (Findings)
Sara Bourbour Hosseinbeigi, Behnam Rohani, Mostafa Masoudi, Mehrnoush Shamsfard, Zahra Saaberi, Mostafa Karimi Manesh, Mohammad Amin Abbasi
2025 — conf
Developing an Informal-Formal Persian Corpus: Highlighting the Differences between Two Writing Styles.
COLING Workshops
Vahide Tajalli, Mehrnoush Shamsfard, Fateme Kalantari
2025 J jnl
FarsEval-PKBETS: A new diverse benchmark for evaluating Persian large language models.
CoRR
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, Mohammad Mahdi Chizari, Sahar Maleki, Seyed Soroush Majd, Mostafa Masumi, Sayed Ali Musavi Khoeini, Amir Mohseni, Sogol Alipour
2025 B conf
Multi-Layered Evaluation Using a Fusion of Metrics and LLMs as Judges in Open-Domain Question Answering.
COLING
Rashin Rahnamoun, Mehrnoush Shamsfard
2025 — conf
SBU-NLP at LLMs4OL 2025 Tasks A, B, and C: Stage-Wise Ontology Construction Through LLMs Without any Training Procedure.
LLMs4OL@ISWC
Rashin Rahnamoun, Mehrnoush Shamsfard
2024 J jnl
A Novel Open-Domain Question Answering System on Curated and Extracted Knowledge Bases With Consideration of Confidence Scores in Existing Triples.
IEEE Access
Somayyeh Behmanesh, Alireza Talebpour, Mehrnoush Shamsfard, Mohammad Mahdi Jafari
2024 J jnl
Data Augmentation and Preparation Process of PerInfEx: A Persian Chatbot With the Ability of Information Extraction.
IEEE Access
Pegah Safari, Mehrnoush Shamsfard
2024 J jnl
FaBERT: Pre-training BERT on Persian Blogs.
CoRR
Mostafa Masumi, Seyed Soroush Majd, Mehrnoush Shamsfard, Hamid Beigy
2024 J jnl
Formality Style Transfer in Persian.
CoRR
Parastoo Falakaflaki, Mehrnoush Shamsfard
2024 — conf
RFBES at SemEval-2024 Task 8: Investigating Syntactic and Semantic Features for Distinguishing AI-Generated and Human-Written Texts.
SemEval@NAACL
Mohammad Heydari Rad, Farhan Farsi, Shayan Bali, Romina Etezadi, Mehrnoush Shamsfard
2024 J jnl
RFBES at SemEval-2024 Task 8: Investigating Syntactic and Semantic Features for Distinguishing AI-Generated and Human-Written Texts.
CoRR
Mohammad Heydari Rad, Farhan Farsi, Shayan Bali, Romina Etezadi, Mehrnoush Shamsfard
2024 — conf
SKH-NLP at LLMs4OL 2024 Task B: Taxonomy Discovery in Ontologies Using BERT and LLaMA 3.
LLMs4OL@ISWC
Seyed Mohammad Hossein Hashemi, Mostafa Karimi Manesh, Mehrnoush Shamsfard
2024 J jnl
Stacked cross-modal feature consolidation attention networks for image captioning.
Multim. Tools Appl.
Mozhgan Pourkeshavarz, Shahabedin Nabavi, Mohsen Ebrahimi Moghaddam, Mehrnoush Shamsfard
2023 J jnl
A Neuro Symbolic Approach for Contradiction Detection in Persian Text.
J. Univers. Comput. Sci.
Zeinab Rahimi, Mehrnoush Shamsfard
2023 J jnl
Developing an Informal-Formal Persian Corpus.
CoRR
Vahide Tajalli, Fateme Kalantari, Mehrnoush Shamsfard
2023 J jnl
Improved relation span detection in question answering systems over extracted knowledge bases.
Expert Syst. Appl.
Somayyeh Behmanesh, Alireza Talebpour, Mehrnoush Shamsfard, Mohammad Mahdi Jafari
2023 — conf
PARSEME corpus release 1.3.
MWE@EACL
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, Bruno Guillaume, Eduard Bejcek, Archna Bhatia, Marie Candito, Polona Gantar, Uxoa Iñurrieta Urmeneta, Albert Gatt, Jolanta Kovalevskaite, Timm Lichte, Nikola Ljubesic, Johanna Monti, Carla Parra Escartín, Mehrnoush Shamsfard, Ivelina Stoyanova, Veronika Vincze, Abigail Walsh
2023 — conf
Predicting Compositionality of Verbal Multiword Expressions in Persian.
MWE@EACL
Mahtab Sarlak, Yalda Yarandi, Mehrnoush Shamsfard
2023 J jnl
Stacked Cross-modal Feature Consolidation Attention Networks for Image Captioning.
CoRR
Mozhgan Pourkeshavarz, Shahabedin Nabavi, Mohsen Ebrahimi Moghaddam, Mehrnoush Shamsfard
2023 J jnl
The state of the art in open domain complex question answering: a survey.
Appl. Intell.
Romina Etezadi, Mehrnoush Shamsfard
2022 J jnl
Improving Persian Relation Extraction Models by Data Augmentation.
CoRR
Moein Salimi Sartakhti, Romina Etezadi, Mehrnoush Shamsfard
2021 J jnl
A Knowledge-based Approach for Answering Complex Questions in Persian.
CoRR
Romina Etezadi, Mehrnoush Shamsfard
2021 J jnl
Contradiction Detection in Persian Text.
CoRR
Zeinab Rahimi, Mehrnoush Shamsfard
2021 J jnl
HmBlogs: A big general Persian corpus.
CoRR
Hamzeh Motahari Khansari, Mehrnoush Shamsfard
2021 J jnl
Offensive Language Detection with BERT-based models, By Customizing Attention Probabilities.
CoRR
Peyman Alavi, Pouria Nikvand, Mehrnoush Shamsfard
2021 J jnl
Ontology learning from relational databases.
Inf. Sci.
Batool Lakzaei, Mehrnoush Shamsfard
2021 J jnl
PeCoQ: A Dataset for Persian Complex Question Answering over Knowledge Graph.
CoRR
Romina Etezadi, Mehrnoush Shamsfard
2021 J jnl
Persian Causality Corpus (PerCause) and the Causality Detection Benchmark.
CoRR
Zeinab Rahimi, Mehrnoush Shamsfard
2021 C conf
Persian SemCor: A Bag of Word Sense Annotated Corpus for the Persian Language.
GWC
Hossein Rouhizadeh, Mehrnoush Shamsfard, Mahdi Dehghan, Masoud Rouhizadeh
2021 J jnl
Persian-WSD-Corpus: A Sense Annotated Corpus for Persian All-words Word Sense Disambiguation.
CoRR
Hossein Rouhizadeh, Mehrnoush Shamsfard, Vahideh Tajalli, Masoud Rouhizadeh
2021 J jnl
SAT Based Analogy Evaluation Framework for Persian Word Embeddings.
CoRR
Seyyed Ehsan Mahmoudi, Mehrnoush Shamsfard
2020 J jnl
Beheshti-NER: Persian Named Entity Recognition Using BERT.
CoRR
Ehsan Taher, Seyed Abbas Hoseini, Mehrnoush Shamsfard
2020 J jnl
Representing scientific knowledge for quantitative analysis of physical systems.
Appl. Ontology
Soroush Mobasheri, Mehrnoush Shamsfard
2020 J jnl
Tehran stock exchange prediction using sentiment analysis of online textual opinions.
Intell. Syst. Account. Finance Manag.
Arezoo Hatefi Ghahfarrokhi, Mehrnoush Shamsfard
2019 J jnl
A Weighted Multi-Criteria Decision Making Approach for Image Captioning.
CoRR
Hassan Maleki Galandouz, Mohsen Ebrahimi Moghaddam, Mehrnoush Shamsfard
2019 J jnl
Applying data mining and machine learning techniques for sentiment shifter identification.
Lang. Resour. Evaluation
Zeinab Rahimi, Samira Noferesti, Mehrnoush Shamsfard
2019 Misc conf
EoANN: Lexical Semantic Relation Classification Using an Ensemble of Artificial Neural Networks.
RANLP
Rayeheh Hosseini pour, Mehrnoush Shamsfard
2019 — conf
Knowledge-Based Word Sense Disambiguation with Distributional Semantic Expansion.
WNLP@ACL
Hossein Rouhizadeh, Mehrnoush Shamsfard, Masoud Rouhizadeh
2019 J jnl
Tehran Stock Exchange Prediction Using Sentiment Analysis of Online Textual Opinions.
CoRR
Arezoo Hatefi Ghahfarrokhi, Mehrnoush Shamsfard
2018 C conf
Extraction of Verbal Synsets and Relations for FarsNet.
GWC
Fatemeh Khalghani, Mehrnoush Shamsfard
2018 J jnl
Integrating Shallow Syntactic Labels in the Phrase-Boundary Translation Model.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Shahram Salami, Mehrnoush Shamsfard
2018 J jnl
Similarity versus relatedness: A novel approach in extractive Persian document summarisation.
J. Inf. Sci.
Fatemeh Shafiee, Mehrnoush Shamsfard
2018 J jnl
The State of the Art in Developing Fuzzy Ontologies: A Survey.
CoRR
Zahra Riahi Samani, Mehrnoush Shamsfard
2017 — conf
Mahtab at SemEval-2017 Task 2: Combination of Corpus-based and Knowledge-based Methods to Measure Semantic Word Similarity.
SemEval@ACL
Niloofar Ranjbar, Fatemeh Mashhadirajab, Mehrnoush Shamsfard, Rayeheh Hosseini pour, Aryan Vahid pour
2016 — conf
A Text Alignment Algorithm Based on Prediction of Obfuscation Types Using SVM Neural Network.
FIRE (Working Notes)
Fatemeh Mashhadirajab, Mehrnoush Shamsfard
2016 — conf
A Text Alignment Corpus for Persian Plagiarism Detection.
FIRE (Working Notes)
Fatemeh Mashhadirajab, Mehrnoush Shamsfard, Razieh Adelkhah, Fatemeh Shafiee, Chakaveh Saedi
2016 C conf
Augmenting FarsNet with New Relations and Structures for verbs.
GWC
Mehrnoush Shamsfard, Yasaman Ghazanfari
2016 J jnl
Phrase-boundary model for statistical machine translation.
Comput. Speech Lang.
Shahram Salami, Mehrnoush Shamsfard, Shahram Khadivi
2016 — conf
Predicting Type of Obfuscation to Enhance Text Alignment Algorithms.
FIRE Workshop
Fatemeh Mashhadirajab, Mehrnoush Shamsfard
2016 J jnl
Symbiosis of evolutionary and combinatorial ontology mapping approaches.
Inf. Sci.
Rana Forsati, Mehrnoush Shamsfard
2016 B conf
Using Data Mining Techniques for Sentiment Shifter Identification.
LREC
Samira Noferesti, Mehrnoush Shamsfard
2015 J jnl
An effective Web page recommender using binary data clustering.
Inf. Retr. J.
Rana Forsati, Alireza Moayedikia, Mehrnoush Shamsfard
2015 J jnl
An improved bee colony optimization algorithm with an application to document clustering.
Neurocomputing
Rana Forsati, Andisheh Keikha, Mehrnoush Shamsfard
2015 J jnl
Novel harmony search-based algorithms for part-of-speech tagging.
Knowl. Inf. Syst.
Rana Forsati, Mehrnoush Shamsfard
2015 J jnl
Using Linked Data for polarity classification of patients' experiences.
J. Biomed. Informatics
Samira Noferesti, Mehrnoush Shamsfard
2014 J jnl
A Hybrid Algorithm for Recognizing the Position of Ezafe Constructions in Persian Texts.
Int. J. Interact. Multim. Artif. Intell.
Samira Noferesti, Mehrnoush Shamsfard
2014 J jnl
A Rule-Based Model and Genetic Algorithm Combination for Persian Text Chunking.
Int. J. Comput. Their Appl.
Samira Noferesti, Mehrnoush Shamsfard
2014 J jnl
Enriched ant colony optimization and its application in feature selection.
Neurocomputing
Rana Forsati, Alireza Moayedikia, Richard Jensen, Mehrnoush Shamsfard, Mohammad Reza Meybodi
2014 J jnl
Matrix Factorization with Explicit Trust and Distrust Relationships.
CoRR
Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohamed Sarwat
2014 J jnl
Matrix Factorization with Explicit Trust and Distrust Side Information for Improved Social Recommendation.
ACM Trans. Inf. Syst.
Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohamed Sarwat
2013 J jnl
A fuzzy co-clustering approach for hybrid recommender systems.
Int. J. Hybrid Intell. Syst.
Rana Forsati, Hanieh Mohammadi Doustdar, Mehrnoush Shamsfard, Andisheh Keikha, Mohammad Reza Meybodi
2013 J jnl
Efficient stochastic algorithms for document clustering.
Inf. Sci.
Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohammad Reza Meybodi
2013 J jnl
VE architect-driven partner selection: ontology-based approach.
Int. J. Netw. Virtual Organisations
Alireza Khoshkbarforoushha, Masoumeh Tajvidi, Mehrnoush Shamsfard, Mohammad Aghdasi
2012 B conf
Corpus based Semi-Automatic Extraction of Persian Compound Verbs and their Relations.
LREC
Somayeh Bagherbeygi, Mehrnoush Shamsfard
2012 — conf
Instance Coreference Resolution in Multi-ontology Linked Data Resources.
JIST
Aynaz Taheri, Mehrnoush Shamsfard
2012 J jnl
On The Application of Fuzzy Ontology for Qualitative Spatial Reasoning.
J. Next Gener. Inf. Technol.
Zahra Riahi Samani, Mehrnoush Shamsfard
2012 — conf
SBUEI: results for OAEI 2012.
OM
Aynaz Taheri, Mehrnoush Shamsfard
2011 — conf
A Semi-supervised Approach for Key-Synset Extraction to Be Used in Word Sense Disambiguation.
AIRS
Maryam Haghollahi, Mehrnoush Shamsfard
2011 Misc conf
A bi-section graph approach for hybrid recommender system.
GrC
Hanieh Mohammadi, Rana Forsati, Mohammad Reza Meybodi, Mehrnoush Shamsfard
2011 — conf
Mapping FarsNet to Suggested Upper Merged Ontology.
AIRS
Aynaz Taheri, Mehrnoush Shamsfard
2010 J jnl
A Semantic Approach to Extract the Final Answer in SBUQA Question Answering System.
J. Digit. Content Technol. its Appl.
Mehrnoush Shamsfard, Mahsa Arab Yarmohammadi
2010 — conf
Extracting Conceptual Relations from Persian Resources.
ITNG
Hakimeh Fadaei, Mehrnoush Shamsfard
2010 B conf
Extracting Lexico-conceptual Knowledge for Developing Persian WordNet.
LREC
Mehrnoush Shamsfard, Hakimeh Fadaei, Elham Fekri
2010 J jnl
Persian POS tagging using probabilistic morphological analysis.
Int. J. Comput. Appl. Technol.
Hakimeh Fadaei, Mehrnoush Shamsfard
2010 J jnl
Relation Learning from Persian Web: A Hybrid Approach.
Res. Comput. Sci.
Hakimeh Fadaei, Mehrnoush Shamsfard
2010 B conf
STeP-1: A Set of Fundamental Tools for Persian Text Processing.
LREC
Mehrnoush Shamsfard, Hoda Sadat Jafari, Mahdi Ilbeygi
2009 — conf
Automatic Alignment of Persian and English Lexical Resources: A Structural-Linguistic Approach.
NLPCS
Rahim Dehkharghani, Mehrnoush Shamsfard
2009 — conf
Developing a persian chunker using a hybrid approach.
IMCSIT
Soheila Kiani, Tara Akhavan, Mehrnoush Shamsfard
2009 J jnl
Mapping Persian Words to WordNet Synsets.
Int. J. Interact. Multim. Artif. Intell.
Rahim Dehkharghani, Mehrnoush Shamsfard
2009 — conf
Parsumist: A Persian text summarizer.
NLPKE
Mehrnoush Shamsfard, Tara Akhavan, Mona Erfani Jourabchi
2009 — conf
Translating Persian documents into English using knowledge based WSD.
ICDIM
Chakaveh Saedi, Mehrnoush Shamsfard
2008 B conf
A Bottom Up approach to Persian Stemming.
IJCNLP
Amir Azim Sharifloo, Mehrnoush Shamsfard
2008 B conf
A Hybrid Morphology-Based POS Tagger for Persian.
LREC
Mehrnoush Shamsfard, Hakimeh Fadaei
2008 Misc conf
SBUQA Question Answering System.
CSICC
Mahsa Arab Yarmohammadi, Mehrnoush Shamsfard, Mahshid A. Yarmohammadi, Masoud Rouhizadeh
2008 B conf
Towards Semi Automatic Construction of a Lexical Ontology for Persian.
LREC
Mehrnoush Shamsfard
2008 — conf
Using Agility in Ontology Construction.
FOMI
Amir Azim Sharifloo, Mehrnoush Shamsfard
2007 C conf
Summarization and Evaluation; Where are we today?!
PACLIC
Mehrnoush Shamsfard, Amir Saffarian, Samaneh Ghodratnama
2006 A conf
Unsupervised Discovery of Persian Morphemes.
EACL
Mohsen Arabsorkhi, Mehrnoush Shamsfard
2004 J jnl
Learning ontologies from natural language texts.
Int. J. Hum. Comput. Stud.
Mehrnoush Shamsfard, Ahmad Abdollahzadeh Barforoush
2003 J jnl
The state of the art in ontology learning: a framework for comparison.
Knowl. Eng. Rev.
Mehrnoush Shamsfard, Ahmad Abdollahzadeh Barforoush