Mehrnoush Shamsfard

According to our database, Mehrnoush Shamsfard authored at least 78 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Stacked cross-modal feature consolidation attention networks for image captioning.

Mozhgan Pourkeshavarz, Shahabedin Nabavi, Mohsen Ebrahimi Moghaddam, Mehrnoush Shamsfard

Multim. Tools Appl., January, 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

CoRR, 2024

FaBERT: Pre-training BERT on Persian Blogs.

Mostafa Masumi, Seyed Soroush Majd, Mehrnoush Shamsfard, Hamid Beigy

CoRR, 2024

Data Augmentation and Preparation Process of PerInfEx: A Persian Chatbot With the Ability of Information Extraction.

Pegah Safari, Mehrnoush Shamsfard

IEEE Access, 2024

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., August, 2023

A Neuro Symbolic Approach for Contradiction Detection in Persian Text.

Zeinab Rahimi, Mehrnoush Shamsfard

J. Univers. Comput. Sci., March, 2023

The state of the art in open domain complex question answering: a survey.

Romina Etezadi, Mehrnoush Shamsfard

Appl. Intell., February, 2023

Developing an Informal-Formal Persian Corpus.

Vahide Tajalli, Fateme Kalantari, Mehrnoush Shamsfard

CoRR, 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, 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

Proceedings of the 19th Workshop on Multiword Expressions, 2023

Predicting Compositionality of Verbal Multiword Expressions in Persian.

Mahtab Sarlak, Yalda Yarandi, Mehrnoush Shamsfard

Proceedings of the 19th Workshop on Multiword Expressions, 2023

2022

Improving Persian Relation Extraction Models by Data Augmentation.

Moein Salimi Sartakhti, Romina Etezadi, Mehrnoush Shamsfard

CoRR, 2022

2021

Ontology learning from relational databases.

Batool Lakzaei, Mehrnoush Shamsfard

Inf. Sci., 2021

HmBlogs: A big general Persian corpus.

Hamzeh Motahari Khansari, Mehrnoush Shamsfard

CoRR, 2021

Offensive Language Detection with BERT-based models, By Customizing Attention Probabilities.

Peyman Alavi, Pouria Nikvand, Mehrnoush Shamsfard

CoRR, 2021

A Knowledge-based Approach for Answering Complex Questions in Persian.

Romina Etezadi, Mehrnoush Shamsfard

CoRR, 2021

Contradiction Detection in Persian Text.

Zeinab Rahimi, 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

SAT Based Analogy Evaluation Framework for Persian Word Embeddings.

Seyyed Ehsan Mahmoudi, Mehrnoush Shamsfard

CoRR, 2021

PeCoQ: A Dataset for Persian Complex Question Answering over Knowledge Graph.

Romina Etezadi, Mehrnoush Shamsfard

CoRR, 2021

Persian Causality Corpus (PerCause) and the Causality Detection Benchmark.

Zeinab Rahimi, Mehrnoush Shamsfard

CoRR, 2021

Persian SemCor: A Bag of Word Sense Annotated Corpus for the Persian Language.

Hossein Rouhizadeh, Mehrnoush Shamsfard, Mahdi Dehghan, Masoud Rouhizadeh

Proceedings of the 11th Global Wordnet Conference, 2021

2020

Tehran stock exchange prediction using sentiment analysis of online textual opinions.

Arezoo Hatefi Ghahfarrokhi, Mehrnoush Shamsfard

Intell. Syst. Account. Finance Manag., 2020

Beheshti-NER: Persian Named Entity Recognition Using BERT.

Ehsan Taher, Seyed Abbas Hoseini, Mehrnoush Shamsfard

CoRR, 2020

Representing scientific knowledge for quantitative analysis of physical systems.

Soroush Mobasheri, Mehrnoush Shamsfard

Appl. Ontology, 2020

2019

Applying data mining and machine learning techniques for sentiment shifter identification.

Zeinab Rahimi, Samira Noferesti, Mehrnoush Shamsfard

Lang. Resour. Evaluation, 2019

A Weighted Multi-Criteria Decision Making Approach for Image Captioning.

Hassan Maleki Galandouz, Mohsen Ebrahimi Moghaddam, Mehrnoush Shamsfard

CoRR, 2019

EoANN: Lexical Semantic Relation Classification Using an Ensemble of Artificial Neural Networks.

Rayeheh Hosseini pour, Mehrnoush Shamsfard

Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Knowledge-Based Word Sense Disambiguation with Distributional Semantic Expansion.

Hossein Rouhizadeh, Mehrnoush Shamsfard, Masoud Rouhizadeh

Proceedings of the 2019 Workshop on Widening NLP@ACL 2019, Florence, Italy, July 28, 2019, 2019

2018

Integrating Shallow Syntactic Labels in the Phrase-Boundary Translation Model.

Shahram Salami, Mehrnoush Shamsfard

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2018

Similarity versus relatedness: A novel approach in extractive Persian document summarisation.

Fatemeh Shafiee, Mehrnoush Shamsfard

J. Inf. Sci., 2018

The State of the Art in Developing Fuzzy Ontologies: A Survey.

Zahra Riahi Samani, Mehrnoush Shamsfard

CoRR, 2018

Extraction of Verbal Synsets and Relations for FarsNet.

Fatemeh Khalghani, Mehrnoush Shamsfard

Proceedings of the 9th Global Wordnet Conference, 2018

2017

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

Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

2016

Symbiosis of evolutionary and combinatorial ontology mapping approaches.

Rana Forsati, Mehrnoush Shamsfard

Inf. Sci., 2016

Phrase-boundary model for statistical machine translation.

Shahram Salami, Mehrnoush Shamsfard, Shahram Khadivi

Comput. Speech Lang., 2016

Augmenting FarsNet with New Relations and Structures for verbs.

Mehrnoush Shamsfard, Yasaman Ghazanfari

Proceedings of the 8th Global WordNet Conference, 2016

Using Data Mining Techniques for Sentiment Shifter Identification.

Samira Noferesti, Mehrnoush Shamsfard

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

A Text Alignment Corpus for Persian Plagiarism Detection.

Fatemeh Mashhadirajab, Mehrnoush Shamsfard, Razieh Adelkhah, Fatemeh Shafiee, Chakaveh Saedi

Proceedings of the Working notes of FIRE 2016, 2016

Predicting Type of Obfuscation to Enhance Text Alignment Algorithms.

Fatemeh Mashhadirajab, Mehrnoush Shamsfard

Proceedings of the Text Processing, 2016

A Text Alignment Algorithm Based on Prediction of Obfuscation Types Using SVM Neural Network.

Fatemeh Mashhadirajab, Mehrnoush Shamsfard

Proceedings of the Working notes of FIRE 2016, 2016

2015

Novel harmony search-based algorithms for part-of-speech tagging.

Rana Forsati, Mehrnoush Shamsfard

Knowl. Inf. Syst., 2015

Using Linked Data for polarity classification of patients' experiences.

Samira Noferesti, Mehrnoush Shamsfard

J. Biomed. Informatics, 2015

An effective Web page recommender using binary data clustering.

Rana Forsati, Alireza Moayedikia, Mehrnoush Shamsfard

Inf. Retr. J., 2015

An improved bee colony optimization algorithm with an application to document clustering.

Rana Forsati, Andisheh Keikha, Mehrnoush Shamsfard

Neurocomputing, 2015

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

A Rule-Based Model and Genetic Algorithm Combination for Persian Text Chunking.

Samira Noferesti, Mehrnoush Shamsfard

Int. J. Comput. Their Appl., 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 Hybrid Algorithm for Recognizing the Position of Ezafe Constructions in Persian Texts.

Samira Noferesti, Mehrnoush Shamsfard

Int. J. Interact. Multim. Artif. Intell., 2014

Matrix Factorization with Explicit Trust and Distrust Relationships.

Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohamed Sarwat

CoRR, 2014

2013

Efficient stochastic algorithms for document clustering.

Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohammad Reza Meybodi

Inf. Sci., 2013

VE architect-driven partner selection: ontology-based approach.

Alireza Khoshkbarforoushha, Masoumeh Tajvidi, Mehrnoush Shamsfard, Mohammad Aghdasi

Int. J. Netw. Virtual Organisations, 2013

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

2012

On The Application of Fuzzy Ontology for Qualitative Spatial Reasoning.

Zahra Riahi Samani, Mehrnoush Shamsfard

J. Next Gener. Inf. Technol., 2012

SBUEI: results for OAEI 2012.

Aynaz Taheri, Mehrnoush Shamsfard

Proceedings of the 7th International Workshop on Ontology Matching, 2012

Corpus based Semi-Automatic Extraction of Persian Compound Verbs and their Relations.

Somayeh Bagherbeygi, Mehrnoush Shamsfard

Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Instance Coreference Resolution in Multi-ontology Linked Data Resources.

Aynaz Taheri, Mehrnoush Shamsfard

Proceedings of the Semantic Technology, Second Joint International Conference, 2012

2011

A bi-section graph approach for hybrid recommender system.

Hanieh Mohammadi, Rana Forsati, Mohammad Reza Meybodi, Mehrnoush Shamsfard

Proceedings of the 2011 IEEE International Conference on Granular Computing, 2011

Mapping FarsNet to Suggested Upper Merged Ontology.

Aynaz Taheri, Mehrnoush Shamsfard

Proceedings of the Information Retrieval Technology, 2011

A Semi-supervised Approach for Key-Synset Extraction to Be Used in Word Sense Disambiguation.

Maryam Haghollahi, Mehrnoush Shamsfard

Proceedings of the Information Retrieval Technology, 2011

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

Persian POS tagging using probabilistic morphological analysis.

Hakimeh Fadaei, Mehrnoush Shamsfard

Int. J. Comput. Appl. Technol., 2010

STeP-1: A Set of Fundamental Tools for Persian Text Processing.

Mehrnoush Shamsfard, Hoda Sadat Jafari, Mahdi Ilbeygi

Proceedings of the International Conference on Language Resources and Evaluation, 2010

Extracting Lexico-conceptual Knowledge for Developing Persian WordNet.

Mehrnoush Shamsfard, Hakimeh Fadaei, Elham Fekri

Proceedings of the International Conference on Language Resources and Evaluation, 2010

Extracting Conceptual Relations from Persian Resources.

Hakimeh Fadaei, Mehrnoush Shamsfard

Proceedings of the Seventh International Conference on Information Technology: New Generations, 2010

2009

Mapping Persian Words to WordNet Synsets.

Rahim Dehkharghani, Mehrnoush Shamsfard

Int. J. Interact. Multim. Artif. Intell., 2009

Automatic Alignment of Persian and English Lexical Resources: A Structural-Linguistic Approach.

Rahim Dehkharghani, Mehrnoush Shamsfard

Proceedings of the Natural Language Processing and Cognitive Science, 2009

Parsumist: A Persian text summarizer.

Mehrnoush Shamsfard, Tara Akhavan, Mona Erfani Jourabchi

Proceedings of the 5th International Conference on Natural Language Processing and Knowledge Engineering, 2009

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

Translating Persian documents into English using knowledge based WSD.

Chakaveh Saedi, Mehrnoush Shamsfard

Proceedings of the Fourth IEEE International Conference on Digital Information Management, 2009

2008

A Hybrid Morphology-Based POS Tagger for Persian.

Mehrnoush Shamsfard, Hakimeh Fadaei

Proceedings of the International Conference on Language Resources and Evaluation, 2008

Towards Semi Automatic Construction of a Lexical Ontology for Persian.

Mehrnoush Shamsfard

Proceedings of the International Conference on Language Resources and Evaluation, 2008

A Bottom Up approach to Persian Stemming.

Amir Azim Sharifloo, Mehrnoush Shamsfard

Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

Using Agility in Ontology Construction.

Amir Azim Sharifloo, Mehrnoush Shamsfard

Proceedings of the Formal Ontologies Meet Industry, 2008

SBUQA Question Answering System.

Mahsa Arab Yarmohammadi, Mehrnoush Shamsfard, Mahshid A. Yarmohammadi, Masoud Rouhizadeh

Proceedings of the Advances in Computer Science and Engineering, 2008

2007

Summarization and Evaluation; Where are we today?!

Mehrnoush Shamsfard, Amir Saffarian, Samaneh Ghodratnama

Proceedings of the 21st Pacific Asia Conference on Language, Information and Computation, 2007

2006

Unsupervised Discovery of Persian Morphemes.

Mohsen Arabsorkhi, Mehrnoush Shamsfard

Proceedings of the EACL 2006, 2006

2004

Learning ontologies from natural language texts.

Mehrnoush Shamsfard, Ahmad Abdollahzadeh Barforoush

Int. J. Hum. Comput. Stud., 2004

2003

The state of the art in ontology learning: a framework for comparison.

Mehrnoush Shamsfard, Ahmad Abdollahzadeh Barforoush

Knowl. Eng. Rev., 2003