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    Transformers for Bridging Persian Dialects: Transliteration Model for Tajiki and Iranian Scripts

    , Article 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings ; 2024 , Pages 16770-16775 ; 978-249381410-4 (ISBN) Sadraei Javaheri, M ; Asgari, E ; Rabiee, H. R ; Sharif University of Technology
    2024
    Abstract
    In this study, we address the linguistic challenges posed by Tajiki Persian, a distinct variant of the Persian language that utilizes the Cyrillic script due to historical “Russification”. This distinguishes it from other Persian dialects that adopt the Arabic script. Despite its profound linguistic and cultural significance, Tajiki Persian remains a low-resource language with scant digitized datasets for computational applications. To address this deficiency, we created a parallel corpus using Shahnameh, a seminal Persian epic poem. Employing optical character recognition, we extracted Tajiki Persian verses from primary sources and applied a heuristic method to align them with their Iranian... 

    The Impact of Watermarking on Digital Video Bitrate

    , M.Sc. Thesis Sharif University of Technology Javaheri, Ali Reza (Author) ; Ghanbari, Mohammad (Supervisor)
    Abstract
    Nowadays with development of applications that stream video over internet, compression efficiency of video has become very important. On the other hand, Watermarking and video coding are two conflicting technologies. One adds redundancy and other tries to remove it. We have proposed a H.264 watermarking method that does not increases the bit rate. Unlike most of watermarking schemes, this methods embeds the watermark in inter coded frames. Abundance of these frames in video is impressively more than intra frames, so a lot of capacityis eventuated. But these frames are highly compressed using motion compensation, and are very sparse. To avoid from bit rate increment, this method only embeds... 

    Improving Lifelong Learning Models for Classification in Natural Language Processing

    , M.Sc. Thesis Sharif University of Technology Sadraei Javaheri, Mohammad Ali (Author) ; Rabiee, Hamid Reza (Supervisor) ; Asgari, Ehsaneddin (Supervisor)
    Abstract
    Fine-tuning language models has become a prevalent approach to tackling various natural language processing tasks. However, fine-tuning a model sequentially on a series of tasks leads to catastrophic forgetting: as the model learns a new task, it tends to forget the previously learned tasks. This research aims to address this issue by proposing a soft prompt tuning approach, a parameter-efficient fine-tuning method introduced in recent years. We introduce an improved version called SuperPositon Prompts, which is evaluated on the T5 model using tasks from the GLUE and SuperGLUE benchmarks. The results demonstrate the superior performance of the proposed method compared to previous approaches.... 

    Over Education and Its Wage Consequences in the Labor Market of Iran

    , M.Sc. Thesis Sharif University of Technology Javaheri, Mohammad Amin (Author) ; Keshavarz Haddad, Gholamreza (Supervisor)
    Abstract
    An increasing important issue faced by Iranian labor market at the current decade is the job positions which have been occupying by workers who are not match for them. Over the recent past years the supply of college educated labor has experienced a significant increase, while the demand side of the market has shrunk because of low economic growth. This study intends to examine intensity of the over-education on the individuals’ wage By making two alternative definitions for overeducaion namely; realized match and job analysis. To this end we use households’ income and expenditure survey for 2001, 2005, 2009 and 2012 in rural and urban areas. Theoretical background is based on the Duncan and... 

    Improving the Performance of the Fast Downward Planning System

    , M.Sc. Thesis Sharif University of Technology Sadraei, Reza (Author) ; Ghasem Sani, Golamreza (Supervisor)
    Abstract
    The so-called “Fast Downward” is a successful heuristic planner. This planner extracts informative data structures during planning. A number of efforts have been made to detect some constraints for guiding search toward the goal, in the hope to speed up the planning process. These constraints usually result in a number of sub-goals and determining their proper ordering. These sub-goals are called landmarks, which must be true at some point in every valid solution plan. Landmarks can be used to decompose a given planning task into several smaller sub-tasks. In this dissertation a new method is proposed to extracts landmark and recognizes their ordering based on fast downward basic data... 

    The Touché23-ValueEval Dataset for Identifying Human Values behind Arguments

    , Article 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings ; 2024 , Pages 16121-16134 ; 978-249381410-4 (ISBN) Mirzakhmedova, N ; Kiesel, J ; Alshomary, M ; Heinrich, M ; Handke, N ; Cai, X ; Barriere, V ; Dastgheib, D ; Ghahroodi, O ; Sadraei Javaheri, M. A ; Asgari, E ; Kawaletz, L ; Wachsmuth, H ; Stein, B ; Sharif University of Technology
    2024
    Abstract
    While human values play a crucial role in making arguments persuasive, we currently lack the necessary extensive datasets to develop methods for analyzing the values underlying these arguments on a large scale. To address this gap, we present the Touché23-ValueEval dataset, an expansion of the Webis-ArgValues-22 dataset. We collected and annotated an additional 4 780 new arguments, doubling the dataset's size to 9 324 arguments. These arguments were sourced from six diverse sources, covering religious texts, community discussions, free-text arguments, newspaper editorials, and political debates. Each argument is annotated by three crowdworkers for 54 human values, following the methodology... 

    Aeroelastic Modeling of a Flexible Hybrid FMAV for 3D Controlled Flight

    , M.Sc. Thesis Sharif University of Technology Javaheri, Sajad (Author) ; Pourtakdoust, Hossein (Supervisor)
    Abstract
    Propulsive efficiency of flapping wings is optimized via a combination of flapping and elastic wing behavior. In this thesis, a complex complete model of flapping air vehicles (FAV) is developed in order to simulate the wing aeroelastic behavior. The resulting model is in the form of a complex set of partial differential equations whose solution is only numerically possible. Using the resulting simulation model, the different flapping behavior of the right and left wings can also be evaluated along with the resulting forces and moments that make the FAV flight realizable. One of the key flight conditions considered in many simulations is that of cruise flight. In order to have a... 

    Multi-Location Project Management Using Cloud Computing

    , M.Sc. Thesis Sharif University of Technology Javaheri, Rana (Author) ; Houshmand, Mahmoud (Supervisor)
    Abstract
    This research discusses the issue of exploitation of cloud computing in facilitating the responsibilities of a project manager in construction project management. The need for reliable and affordable technologies is ever more important in today's business world due to the amount of economic contraction and losses that take place every day; cloud computing fills this gap. For this purpose, we are presenting a cloud-based Project Management Software named Field wire that is specially designed to manage construction projects in the cloud computing environment. The various procedures of a project, due to their complex nature, are largely made up of tasks which cannot be carried out by one... 

    Sensitivity Analysis of the Output Torque from a Microturbine Rotor (Compressed Air-Driven) to Design Parameters

    , M.Sc. Thesis Sharif University of Technology Javaheri, Nima (Author) ; Javadi, Khodayar (Supervisor)
    Abstract
    In recent decades, due to the need for higher efficiency, reduced size and weight, and improved reliability, the development of non-combustion microturbines powered by compressed air has gained significant importance. Owing to their simple design, low weight, and high efficiency, these systems have found wide applications in precision industrial and medical instruments. One of the critical issues in designing such turbines is the sensitivity analysis of the rotor output torque with respect to design parameters, since small variations in geometry and flow conditions can lead to significant changes in performance. Accordingly, in the present study, the effects of three key parameters,... 

    Modification of carbohydrate polymers via grafting in air. 1. Ceric-Induced synthesis of starch-g-polyacrylonitrile in presence and absence of oxygen [electronic resource]

    , Article Starch - Starke ; Volume 54, Issue 3-4, pages 140–147, April 2002 Pourjavadi, A. (Ali) ; Zohurian Mehr, Mohammad J
    Abstract
    Monomer grafting, a unique technique for polysaccharide modification, is always performed under inert (e.g., N2) atmosphere. This work is the first report related to evaluating the possibility and efficiency of the grafting of acrylonitrile (AN) onto starch in presence of oxygen. Thus, corn starch (in both granular and gelatinized states) as well as soluble starch were grafted by AN using a ceric-carbohydrate redox initiating system. Graft copolymerizations were performed under nitrogen, air, and oxygen atmospheres at similar conditions. Grafting occurrence was verified using chemical and spectral proofs. The polymerization mechanism and kinetics were investigated by recording the... 

    Modification of carbohydrate polymers via grafting in Air. 2. Ceric-Initiated graft copolymerization of acrylonitrile onto natural and modified polysaccharides [electronic resource]

    , Article Starch - Stärke ; Volume 54, Issue 10, pages 482–488, October 2002 Pourjavad, A. (Ali) ; Zohuriaan-Mehr, Mohammad J
    Abstract
    Acrylonitrile (AN) was grafted onto various natural and modified polysaccharides (i.e., gum arabic, gum tragacanth, xanthan gum, sodium alginate, chitosan, sodium carboxymethyl cellulose, hydroxyethyl cellulose, methyl cellulose) by using ceric-carbohydrate redox initiating system. After overcoming practical problems, mainly from the high viscosity of the aqueous solutions of the different substrates, the graft copolymerization reactions were run either in air or in N2 atmosphere under similar conditions. Grafting was confirmed using chemical and spectral (FTIR) proofs. The reactions were kinetically investigated using semi-empirical expressions and time-temperature profiles. An anomalous... 

    Sliding mode control with online fuzzy tuning: Application to a robot manipulator

    , Article IEEE International Conference on Mechatronics and Automation, ICMA 2005, Niagara Falls, ON, 29 July 2005 through 1 August 2005 ; 2005 , Pages 1357-1362 ; 0780390458 (ISBN); 9780780390454 (ISBN) Javaheri, H ; Vossoughi, G. R ; Sharif University of Technology
    2005
    Abstract
    This paper presents an approach to improve the sliding mode controller performance. Accordingly, a fuzzy controller is designed based on a limited number of rules and independent of the sliding mode controller complexity. To enhance the performance, this controller will continuously optimize the sliding mode controller parameters including hitting control gain, boundary layer thickness, sliding surface slope and intercept. The controller is applied to a two-degree-of-freedom robot and the experimental results are compared with a QFT based and a PID controller. The results demonstrate the significant performance improvement of the proposed controller. © 2005 IEEE  

    Modeling of in Plane Behavior of Retrofitted Adobe Walls with Finite Element Method under Cyclic Loading

    , M.Sc. Thesis Sharif University of Technology Mohammad Panah, Hossein (Author) ; Bakhshi, Ali (Supervisor) ; Ghannad, Mohammad Ali (Co-Advisor)
    Abstract
    Statistical studies indicate the fact that in Iran, like many other developing countries, a significant percentage of buildings are made of traditional materials and most of them are adobe buildings especially in rural areas. Furthermore, geological data indicates that Iran is located in alps-Himalayas seismic zone and exposed by destructive earthquakes and adobe buildings suffer the most damages comparing with other type of the structures. According to these explanations, this research deals with adobe buildings behavior and provides solutions for reinforcing them and improving the seismic response of these buildings. These studies include numerical modeling with finite elements methods by... 

    Silica chloride/wet SiO2 as a novel heterogeneous system for the deprotection of acetals under mild conditions [electronic resource]

    , Article Phosphorus, Sulfur, and Silicon and the Related Elements ; Volume 178:2667-2670, Issue 12, 2003 Mirjalili, B. F. (BiBi Fatemeh) ; Pourjavadi, Ali ; Zolfigol, Mohammad Ali ; Bamoniri, Abdolhamid
    Abstract
    A combination of silica chloride and wet SiO2 was used as an effective deacetalizating agent for the conversion of acetals to their corresponding carbonyl derivatives under mild and heterogeneous condition  

    Ebhaam at semeval-2023 task 1: a clip-based approach for comparing cross-modality and unimodality in visual word sense disambiguation

    , Article 17th International Workshop on Semantic Evaluation, SemEval 2023 - Proceedings of the Workshop ; 2023 , Pages 1960-1964 ; 978-195942999-9 (ISBN) Taghavi, Z ; Haghighi Naeini, P ; Sadraei Javaheri, M. A ; Gooran, S ; Asgari, E ; Rabiee, H. R ; Sameti, H ; Ojha A. K ; Dogruoz A. S ; Da San Martino G ; Madabushi H. T ; Kumar R ; Sartori E ; Sharif University of Technology
    Association for Computational Linguistics  2023
    Abstract
    This paper presents an approach to tackle the task of Visual Word Sense Disambiguation (Visual-WSD), which involves determining the most appropriate image to represent a given polysemous word in one of its particular senses. The proposed approach leverages the CLIP model, prompt engineering, and text-to-image models such as GLIDE and DALL-E 2 for both image retrieval and generation. To evaluate our approach, we participated in the SemEval 2023 shared task on “Visual Word Sense Disambiguation (Visual-WSD)” using a zero-shot learning setting, where we compared the accuracy of different combinations of tools, including “Simple prompt-based” methods and “Generated prompt-based” methods for... 

    Sparse recovery of missing image samples using a convex similarity index

    , Article Signal Processing ; Volume 152 , 2018 , Pages 90-103 ; 01651684 (ISSN) Javaheri, A ; Zayyani, H ; Marvasti, F ; Sharif University of Technology
    2018
    Abstract
    This paper investigates the problem of recovering missing samples using methods based on sparse representation adapted for visually enhanced quality of reconstruction of image signals. Although, the popular Mean Square Error (MSE) criterion is convex and simple, it may not be entirely consistent with Human Visual System (HVS). Thus, instead of ℓ2-norm or MSE, a new perceptual quality measure is used as the similarity criterion between the original and the reconstructed images. The proposed criterion called Convex SIMilarity (CSIM) index is a modified version of the Structural SIMilarity (SSIM) index, which despite its predecessor, is convex and uni-modal. We derive mathematical properties... 

    Sparse Representation with Application to Image Inpainting

    , M.Sc. Thesis Sharif University of Technology Javaheri, Amir Hossein (Author) ; Marvasti, Farrokh (Supervisor)
    Abstract
    The emerging field of compressed sensing has found wide-spread applications in signal processing. Exploiting the sparsity of natural image signals on basis of a set of atoms called dictionary, one can find numerous examples for applications of compressed sensing in the field of image processing. One of these interesting applications is to help recover missing samples of a damaged or lossy image signal which is also known as image inpainting. There are dozens of reasons why an image may get damaged, for instance, during data transmission, some blocks of an image (or frames of a video ) may get lost due to error in the telecommunication channel (this is known as block-loss). In this case image... 

    Distributed Fault-tolerant Computation for Massive Data

    , M.Sc. Thesis Sharif University of Technology Mahvari Habibabadi, Mohammad Mahdi (Author) ; Maddah-Ali, Mohammad Ali (Supervisor)
    Abstract
    In this thesis we consider the problem of distributed computation by many processors.We mainly concentrate on matrix multiplication problem in this thesis because of its importance. A distributed system consists of N worker processors and one master processor. The master processor should distribute the computation between workers and after computation in each of them, collect the results. In this thesis, we are going to mitigate the effect of straggler processors by using coding methods. Straggler processors can cause delays in the computation time.In this thesis, we firstly introduce a method to multiply any number of matrices in each other. The proposed method occurred in one shot without... 

    Incomplete Reduction of Iron Ore in a Fluidized Bed Reactor

    , M.Sc. Thesis Sharif University of Technology Agha Ali, Mohammad Hadi (Author) ; Halali, Mohammad (Supervisor)
    Abstract
    The main goal of current investigation was partial reduction of Fe2O3 available in Hematite-rich ore to Magnetite by Fludization Bed method. The reductive gas, CO, was produced by incomplete combustion of Acetylene and Airmixed in inappropriate ratio. X-Ray Diffraction and X-Ray Florescence analyses were implemented in order to conducting qualitative analysis of present phases before and after reduction of the ore. Quantitative analysis of the same phases was also conducted by Titration. The latter analysis revealed the precise magnitude of available iron in each of the oxide containing phases. The chemical composition of the reactor gas was also determined before and after reduction... 

    Sequential Competitive Facility Location In Continuous Geometric Space

    , M.Sc. Thesis Sharif University of Technology Lavasani, Ali Mohammad (Author) ; Abam, Mohammad Ali (Supervisor)
    Abstract
    Abstract The problem of competetive facility location can be defined as follows: There are a number of customers in the form of points in space, and two players arrange a number of facilities in the form of points in space, given some limitations, respectively. Each customer’s connection to each facility has a cost for the customer and an advantage for the facility, and each customer wants to be connected to at most one of the facilities which has the lowest cost for him. The goal is to find the strategy of placing the facilities and determining the cost which the facility receives from the customer, in such a way that the player’s profit is maximised.In this thesis, we first sought to...