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ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization



Alireza Salemi , Emad Kebriaei , Ghazal Neisi Minaei , Azadeh Shakery


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[email protected] at SemEval-2021 Task 4: Machine Reading Comprehension using the Long Document Transformer



Hossein Basafa , Sajad Movahedi , Ali Ebrahimi , Azadeh Shakery , Heshaam Faili

* 6 pages, 1 figure. Accepted in SemEval2021 

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UTNLP at SemEval-2021 Task 5: A Comparative Analysis of Toxic Span Detection using Attention-based, Named Entity Recognition, and Ensemble Models



Alireza Salemi , Nazanin Sabri , Emad Kebriaei , Behnam Bahrak , Azadeh Shakery


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Distilling Knowledge for Fast Retrieval-based Chat-bots



Amir Vakili Tahami , Kamyar Ghajar , Azadeh Shakery

* Accepted for publication in the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '20) 

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Enriching Conversation Context in Retrieval-based Chatbots



Amir Vakili Tahami , Azadeh Shakery

* 8 pages, 1 figure, 3 tables 

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Online News Media Website Ranking Using User Generated Content



Samaneh Karimi , Azadeh Shakery , Rakesh Verma

* 35 pages, 4 Figures, 5 tables 

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Newswire versus Social Media for Disaster Response and Recovery



Rakesh Verma , Samaneh Karimi , Daniel Lee , Omprakash Gnawali , Azadeh Shakery


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Aspect Category Detection via Topic-Attention Network



Sajad Movahedi , Erfan Ghadery , Heshaam Faili , Azadeh Shakery


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An Unsupervised Approach for Aspect Category Detection Using Soft Cosine Similarity Measure



Erfan Ghadery , Sajad Movahedi , Heshaam Faili , Azadeh Shakery


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Deep Neural Networks for Query Expansion using Word Embeddings



Ayyoob Imani , Amir Vakili , Ali Montazer , Azadeh Shakery

* 8 pages, 1 figure 

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