Mehrnoush Shamsfard

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 43

Top Topics

Top Venues

Publications

Mozhgan Pourkeshavarz, Shahabedin Nabavi, Mohsen Ebrahimi Moghaddam, Mehrnoush Shamsfard
Stacked cross-modal feature consolidation attention networks for image captioning. Multim. Tools Appl. 83 (4) (2024)
Pegah Safari, Mehrnoush Shamsfard
Data Augmentation and Preparation Process of PerInfEx: A Persian Chatbot With the Ability of Information Extraction. IEEE Access 12 (2024)
Parastoo Falakaflaki, Mehrnoush Shamsfard
Formality Style Transfer in Persian. CoRR (2024)
Mostafa Masumi, Seyed Soroush Majd, Mehrnoush Shamsfard, Hamid Beigy
FaBERT: Pre-training BERT on Persian Blogs. CoRR (2024)
Mohammad Heydari Rad, Farhan Farsi, Shayan Bali, Romina Etezadi, Mehrnoush Shamsfard
RFBES at SemEval-2024 Task 8: Investigating Syntactic and Semantic Features for Distinguishing AI-Generated and Human-Written Texts. CoRR (2024)
Romina Etezadi, Mehrnoush Shamsfard
The state of the art in open domain complex question answering: a survey. Appl. Intell. 53 (4) (2023)
Somayyeh Behmanesh, Alireza Talebpour, Mehrnoush Shamsfard, Mohammad Mahdi Jafari
Improved relation span detection in question answering systems over extracted knowledge bases. Expert Syst. Appl. 224 (2023)
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
PARSEME corpus release 1.3. MWE@EACL (2023)
Mozhgan PourKeshavarz, Shahabedin Nabavi, Mohsen Ebrahimi Moghaddam, Mehrnoush Shamsfard
Stacked Cross-modal Feature Consolidation Attention Networks for Image Captioning. CoRR (2023)
Vahide Tajalli, Fateme Kalantari, Mehrnoush Shamsfard
Developing an Informal-Formal Persian Corpus. CoRR (2023)
Zeinab Rahimi, Mehrnoush Shamsfard
A Neuro Symbolic Approach for Contradiction Detection in Persian Text. J. Univers. Comput. Sci. 29 (3) (2023)
Mahtab Sarlak, Yalda Yarandi, Mehrnoush Shamsfard
Predicting Compositionality of Verbal Multiword Expressions in Persian. MWE@EACL (2023)
Moein Salimi Sartakhti, Romina Etezadi, Mehrnoush Shamsfard
Improving Persian Relation Extraction Models by Data Augmentation. CoRR (2022)
Hossein Rouhizadeh, Mehrnoush Shamsfard, Mahdi Dehghan, Masoud Rouhizadeh
Persian SemCor: A Bag of Word Sense Annotated Corpus for the Persian Language. GWC (2021)
Batool Lakzaei, Mehrnoush Shamsfard
Ontology learning from relational databases. Inf. Sci. 577 (2021)
Hossein Rouhizadeh, Mehrnoush Shamsfard, Vahideh Tajalli, Masoud Rouhizadeh
Persian-WSD-Corpus: A Sense Annotated Corpus for Persian All-words Word Sense Disambiguation. CoRR (2021)
Romina Etezadi, Mehrnoush Shamsfard
A Knowledge-based Approach for Answering Complex Questions in Persian. CoRR (2021)
Romina Etezadi, Mehrnoush Shamsfard
PeCoQ: A Dataset for Persian Complex Question Answering over Knowledge Graph. CoRR (2021)
Zeinab Rahimi, Mehrnoush Shamsfard
Contradiction Detection in Persian Text. CoRR (2021)
Peyman Alavi, Pouria Nikvand, Mehrnoush Shamsfard
Offensive Language Detection with BERT-based models, By Customizing Attention Probabilities. CoRR (2021)
Seyyed Ehsan Mahmoudi, Mehrnoush Shamsfard
SAT Based Analogy Evaluation Framework for Persian Word Embeddings. CoRR (2021)
Zeinab Rahimi, Mehrnoush Shamsfard
Persian Causality Corpus (PerCause) and the Causality Detection Benchmark. CoRR (2021)
Hamzeh Motahari Khansari, Mehrnoush Shamsfard
HmBlogs: A big general Persian corpus. CoRR (2021)
Ehsan Taher, Seyed Abbas Hoseini, Mehrnoush Shamsfard
Beheshti-NER: Persian Named Entity Recognition Using BERT. CoRR (2020)
Arezoo Hatefi Ghahfarrokhi, Mehrnoush Shamsfard
Tehran stock exchange prediction using sentiment analysis of online textual opinions. Intell. Syst. Account. Finance Manag. 27 (1) (2020)
Soroush Mobasheri, Mehrnoush Shamsfard
Representing scientific knowledge for quantitative analysis of physical systems. Appl. Ontology 15 (4) (2020)
Zeinab Rahimi, Samira Noferesti, Mehrnoush Shamsfard
Applying data mining and machine learning techniques for sentiment shifter identification. Lang. Resour. Evaluation 53 (2) (2019)
Hossein Rouhizadeh, Mehrnoush Shamsfard, Masoud Rouhizadeh
Knowledge-Based Word Sense Disambiguation with Distributional Semantic Expansion. WNLP@ACL (2019)
Arezoo Hatefi Ghahfarrokhi, Mehrnoush Shamsfard
Tehran Stock Exchange Prediction Using Sentiment Analysis of Online Textual Opinions. CoRR (2019)
Rayeheh Hosseini pour, Mehrnoush Shamsfard
EoANN: Lexical Semantic Relation Classification Using an Ensemble of Artificial Neural Networks. RANLP (2019)
Hassan Maleki Galandouz, Mohsen Ebrahimi Moghaddam, Mehrnoush Shamsfard
A Weighted Multi-Criteria Decision Making Approach for Image Captioning. CoRR (2019)
Shahram Salami, Mehrnoush Shamsfard
Integrating Shallow Syntactic Labels in the Phrase-Boundary Translation Model. ACM Trans. Asian Low Resour. Lang. Inf. Process. 17 (3) (2018)
Fatemeh Khalghani, Mehrnoush Shamsfard
Extraction of Verbal Synsets and Relations for FarsNet. GWC (2018)
Fatemeh Shafiee, Mehrnoush Shamsfard
Similarity versus relatedness: A novel approach in extractive Persian document summarisation. J. Inf. Sci. 44 (3) (2018)
Zahra Riahi Samani, Mehrnoush Shamsfard
The State of the Art in Developing Fuzzy Ontologies: A Survey. CoRR (2018)
Niloofar Ranjbar, Fatemeh Mashhadirajab, Mehrnoush Shamsfard, Rayeheh Hosseini pour, Aryan Vahid pour
Mahtab at SemEval-2017 Task 2: Combination of Corpus-based and Knowledge-based Methods to Measure Semantic Word Similarity. SemEval@ACL (2017)
Shahram Salami, Mehrnoush Shamsfard, Shahram Khadivi
Phrase-boundary model for statistical machine translation. Comput. Speech Lang. 38 (2016)
Fatemeh Mashhadirajab, Mehrnoush Shamsfard
A Text Alignment Algorithm Based on Prediction of Obfuscation Types Using SVM Neural Network. FIRE (Working Notes) (2016)
Samira Noferesti, Mehrnoush Shamsfard
Using Data Mining Techniques for Sentiment Shifter Identification. LREC (2016)
Fatemeh Mashhadirajab, Mehrnoush Shamsfard, Razieh Adelkhah, Fatemeh Shafiee, Chakaveh Saedi
A Text Alignment Corpus for Persian Plagiarism Detection. FIRE (Working Notes) (2016)
Fatemeh Mashhadirajab, Mehrnoush Shamsfard
Predicting Type of Obfuscation to Enhance Text Alignment Algorithms. FIRE Workshop (2016)
Rana Forsati, Mehrnoush Shamsfard
Symbiosis of evolutionary and combinatorial ontology mapping approaches. Inf. Sci. 342 (2016)
Mehrnoush Shamsfard, Yasaman Ghazanfari
Augmenting FarsNet with New Relations and Structures for verbs. GWC (2016)
Rana Forsati, Andisheh Keikha, Mehrnoush Shamsfard
An improved bee colony optimization algorithm with an application to document clustering. Neurocomputing 159 (2015)
Rana Forsati, Alireza Moayedikia, Mehrnoush Shamsfard
An effective Web page recommender using binary data clustering. Inf. Retr. J. 18 (3) (2015)
Samira Noferesti, Mehrnoush Shamsfard
Using Linked Data for polarity classification of patients' experiences. J. Biomed. Informatics 57 (2015)
Rana Forsati, Mehrnoush Shamsfard
Novel harmony search-based algorithms for part-of-speech tagging. Knowl. Inf. Syst. 42 (3) (2015)
Samira Noferesti, Mehrnoush Shamsfard
A Rule-Based Model and Genetic Algorithm Combination for Persian Text Chunking. Int. J. Comput. Their Appl. 21 (2) (2014)
Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohamed Sarwat
Matrix Factorization with Explicit Trust and Distrust Relationships. CoRR (2014)
Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohamed Sarwat
Matrix Factorization with Explicit Trust and Distrust Side Information for Improved Social Recommendation. ACM Trans. Inf. Syst. 32 (4) (2014)
Samira Noferesti, Mehrnoush Shamsfard
A Hybrid Algorithm for Recognizing the Position of Ezafe Constructions in Persian Texts. Int. J. Interact. Multim. Artif. Intell. 2 (6) (2014)
Rana Forsati, Alireza Moayedikia, Richard Jensen, Mehrnoush Shamsfard, Mohammad Reza Meybodi
Enriched ant colony optimization and its application in feature selection. Neurocomputing 142 (2014)
Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohammad Reza Meybodi
Efficient stochastic algorithms for document clustering. Inf. Sci. 220 (2013)
Alireza Khoshkbarforoushha, Masoumeh Tajvidi, Mehrnoush Shamsfard, Mohammad Aghdasi
VE architect-driven partner selection: ontology-based approach. Int. J. Netw. Virtual Organisations 12 (4) (2013)
Rana Forsati, Hanieh Mohammadi Doustdar, Mehrnoush Shamsfard, Andisheh Keikha, Mohammad Reza Meybodi
A fuzzy co-clustering approach for hybrid recommender systems. Int. J. Hybrid Intell. Syst. 10 (2) (2013)
Somayeh Bagherbeygi, Mehrnoush Shamsfard
Corpus based Semi-Automatic Extraction of Persian Compound Verbs and their Relations. LREC (2012)
Aynaz Taheri, Mehrnoush Shamsfard
SBUEI: results for OAEI 2012. OM (2012)
Zahra Riahi Samani, Mehrnoush Shamsfard
On The Application of Fuzzy Ontology for Qualitative Spatial Reasoning. J. Next Gener. Inf. Technol. 3 (2) (2012)
Aynaz Taheri, Mehrnoush Shamsfard
Instance Coreference Resolution in Multi-ontology Linked Data Resources. JIST (2012)
Maryam Haghollahi, Mehrnoush Shamsfard
A Semi-supervised Approach for Key-Synset Extraction to Be Used in Word Sense Disambiguation. AIRS (2011)
Aynaz Taheri, Mehrnoush Shamsfard
Mapping FarsNet to Suggested Upper Merged Ontology. AIRS (2011)
Hanieh Mohammadi, Rana Forsati, Mohammad Reza Meybodi, Mehrnoush Shamsfard
A bi-section graph approach for hybrid recommender system. GrC (2011)
Hakimeh Fadaei, Mehrnoush Shamsfard
Persian POS tagging using probabilistic morphological analysis. Int. J. Comput. Appl. Technol. 38 (4) (2010)
Mehrnoush Shamsfard, Mahsa Arab Yarmohammadi
A Semantic Approach to Extract the Final Answer in SBUQA Question Answering System. J. Digit. Content Technol. its Appl. 4 (7) (2010)
Hakimeh Fadaei, Mehrnoush Shamsfard
Extracting Conceptual Relations from Persian Resources. ITNG (2010)
Mehrnoush Shamsfard, Hoda Sadat Jafari, Mahdi Ilbeygi
STeP-1: A Set of Fundamental Tools for Persian Text Processing. LREC (2010)
Mehrnoush Shamsfard, Hakimeh Fadaei, Elham Fekri
Extracting Lexico-conceptual Knowledge for Developing Persian WordNet. LREC (2010)
Mehrnoush Shamsfard, Tara Akhavan, Mona Erfani Jourabchi
Parsumist: A Persian text summarizer. NLPKE (2009)
Rahim Dehkharghani, Mehrnoush Shamsfard
Mapping Persian Words to WordNet Synsets. Int. J. Interact. Multim. Artif. Intell. 1 (2) (2009)
Soheila Kiani, Tara Akhavan, Mehrnoush Shamsfard
Developing a persian chunker using a hybrid approach. IMCSIT (2009)
Chakaveh Saedi, Mehrnoush Shamsfard
Translating Persian documents into English using knowledge based WSD. ICDIM (2009)
Rahim Dehkharghani, Mehrnoush Shamsfard
Automatic Alignment of Persian and English Lexical Resources: A Structural-Linguistic Approach. NLPCS (2009)
Mehrnoush Shamsfard, Hakimeh Fadaei
A Hybrid Morphology-Based POS Tagger for Persian. LREC (2008)
Mehrnoush Shamsfard
Towards Semi Automatic Construction of a Lexical Ontology for Persian. LREC (2008)
Mahsa Arab Yarmohammadi, Mehrnoush Shamsfard, Mahshid A. Yarmohammadi, Masoud Rouhizadeh
SBUQA Question Answering System. CSICC (2008)
Amir Azim Sharifloo, Mehrnoush Shamsfard
Using Agility in Ontology Construction. FOMI (2008)
Amir Azim Sharifloo, Mehrnoush Shamsfard
A Bottom Up approach to Persian Stemming. IJCNLP (2008)
Mehrnoush Shamsfard, Amir Saffarian, Samaneh Ghodratnama
Summarization and Evaluation; Where are we today?! PACLIC (2007)
Mohsen Arabsorkhi, Mehrnoush Shamsfard
Unsupervised Discovery of Persian Morphemes. EACL (2006)
Mehrnoush Shamsfard, Ahmad Abdollahzadeh Barforoush
Learning ontologies from natural language texts. Int. J. Hum. Comput. Stud. 60 (1) (2004)
Mehrnoush Shamsfard, Ahmad Abdollahzadeh Barforoush
The state of the art in ontology learning: a framework for comparison. Knowl. Eng. Rev. 18 (4) (2003)