Browsing Faculty of Design and Creative Technologies (Te Ara Auaha) by Author "Mohaghegh, M"
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Automated Biometric Recognition Using Dorsal Hand Images and Convolutional Neural Networks
Mohaghegh, M; Payne, A (IOP Publishing, 2021)The identification of perpetrators, present in Child Sexual Abuse Imagery (CSAI), is a significant challenge due to the use of anonymisation techniques that mask their identities. Consequently, researchers have investigated ... -
Effects of Similarity Score Functions in Attention Mechanisms on the Performance of Neural Question Answering Systems
Shen, Y; Lai, EM-K; Mohaghegh, MAttention mechanisms have been incorporated into many neural network-based natural language processing (NLP) models. They enhance the ability of these models to learn and reason with long input texts. A critical part of ... -
Hybrid Model of Data Augmentation Methods for Text Classification Task
Feng, JH; Mohaghegh, M (SCITEPRESS, 2021)Data augmentation techniques have been increasingly explored in natural language processing to create more textual data for training. However, the performance gain of existing techniques is often marginal. This paper ... -
Improved language modeling for English-Persian statistical machine translation
Moir, TJ; Mohaghegh, M; Sarrafzadeh, A (Chinese Information Processing Society of China, 2010)As interaction between speakers of different languages continues to increase, the everpresent problem of language barriers must be overcome. For the same reason, automatic language translation (Machine Translation) has ... -
Improving Persian-English statistical machine translation: experiments in domain adaption
Mohaghegh, M; Sarrafzadeh, A; Moir, T (CiteSeerX, 2011)This paper documents recent work carried out for PeEn-SMT, our Statistical Machine Translation system for translation between the English-Persian language pair. We give details of our previous SMT system, and present our ...