Search Results - "Alkhaled, Lama"

Fractional B-Spline Wavelets and U-Net Architecture for Robust and Reliable Vehicle Detection in Snowy Conditions by Mokayed, Hamam, Ulehla, Christián, Shurdhaj, Elda, Nayebiastaneh, Amirhossein, Alkhaled, Lama, Hagner, Olle, Hum, Yan Chai

“…This paper addresses the critical need for advanced real-time vehicle detection methodologies in Vehicle Intelligence Systems (VIS), especially in the context…”
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How GANs assist in Covid-19 pandemic era: a review by Saleh, Yahya Sherif Solayman Mohamed, Mokayed, Hamam, Nikolaidou, Konstantina, Alkhaled, Lama, Hum, Yan Chai

“…Generative Adversarial Networks (GANs) are used in several applications of underrepresented domains. The GAN’s ability to generate data without explicitly…”
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On Restricted Computational Systems, Real-time Multi-tracking and Object Recognition Tasks are Possible by Mokayed, Hamam, Clark, Thomas, Alkhaled, Lama, Marashli, Mohamad Ali, Chai, Hum Yan

“…Intelligent surveillance systems are inherently computationally intensive. And with their ever-expanding utilization in both small-scale home security…”
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Bipol: A Novel Multi-Axes Bias Evaluation Metric with Explainability for NLP by Alkhaled, Lama, Adewumi, Tosin, Sabry, Sana Sabah

“…We introduce bipol, a new metric with explainability, for estimating social bias in text data. Harmful bias is prevalent in many online sources of data that…”
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On the Limitations of Large Language Models (LLMs): False Attribution by Adewumi, Tosin, Habib, Nudrat, Alkhaled, Lama, Barney, Elisa

“…In this work, we provide insight into one important limitation of large language models (LLMs), i.e. false attribution, and introduce a new hallucination…”
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Instruction Makes a Difference by Adewumi, Tosin, Habib, Nudrat, Alkhaled, Lama, Barney, Elisa

“…We introduce Instruction Document Visual Question Answering (iDocVQA) dataset and Large Language Document (LLaDoc) model, for training Language-Vision (LV)…”
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Fairness and Bias in Multimodal AI: A Survey by Adewumi, Tosin, Alkhaled, Lama, Gurung, Namrata, van Boven, Goya, Pagliai, Irene

“…The importance of addressing fairness and bias in artificial intelligence (AI) systems cannot be over-emphasized. Mainstream media has been awashed with news…”
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Challenging YOLO and Faster RCNN in Snowy Conditions: UAV Nordic Vehicle Dataset (NVD) as an Example by Mokayed, Hamam, Nayebiastaneh, Amirhossein, Alkhaled, Lama, Sozos, Stergios, Hagner, Olle, Backe, Bjorn

“…In the world of autonomous systems and aerial surveillance, the quest to efficiently detect vehicles in diverse environmental conditions has emerged as a…”
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Data Bias According to Bipol: Men are Naturally Right and It is the Role of Women to Follow Their Lead by Pagliai, Irene, van Boven, Goya, Adewumi, Tosin, Alkhaled, Lama, Gurung, Namrata, Södergren, Isabella, Barney, Elisa

“…We introduce new large labeled datasets on bias in 3 languages and show in experiments that bias exists in all 10 datasets of 5 languages evaluated, including…”
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ML_LTU at SemEval-2022 Task 4: T5 Towards Identifying Patronizing and Condescending Language by Adewumi, Tosin, Alkhaled, Lama, Mokayed, Hamam, Liwicki, Foteini, Liwicki, Marcus

“…This paper describes the system used by the Machine Learning Group of LTU in subtask 1 of the SemEval-2022 Task 4: Patronizing and Condescending Language (PCL)…”
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ProCoT: Stimulating Critical Thinking and Writing of Students through Engagement with Large Language Models (LLMs) by Adewumi, Tosin, Alkhaled, Lama, Buck, Claudia, Hernandez, Sergio, Brilioth, Saga, Kekung, Mkpe, Ragimov, Yelvin, Barney, Elisa

“…We introduce a novel writing method called Probing Chain-of-Thought (ProCoT), which potentially prevents students from cheating using a Large Language Model…”
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Vehicle Detection Performance in Nordic Region by Mokayed, Hamam, Saini, Rajkumar, Adewumi, Oluwatosin, Alkhaled, Lama, Backe, Bjorn, Shivakumara, Palaiahnakote, Hagner, Olle, Hum, Yan Chai

“…This paper addresses the critical challenge of vehicle detection in the harsh winter conditions in the Nordic regions, characterized by heavy snowfall, reduced…”
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Robust and Fast Vehicle Detection using Augmented Confidence Map by Mokayed, Hamam, Shivakumara, Palaiahnakote, Alkhaled, Lama, Saini, Rajkumar, Afzal, Muhammad Zeshan, Hum, Yan Chai, Liwicki, Marcus

“…Vehicle detection in real-time scenarios is challenging because of the time constraints and the presence of multiple types of vehicles with different speeds,…”
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Bipol: Multi-axes Evaluation of Bias with Explainability in Benchmark Datasets by Adewumi, Tosin, Södergren, Isabella, Alkhaled, Lama, Sabry, Sana Sabah, Liwicki, Foteini, Liwicki, Marcus

“…We investigate five English NLP benchmark datasets (on the superGLUE leaderboard) and two Swedish datasets for bias, along multiple axes. The datasets are the…”
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AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages by Wang, Jiayi, Adelani, David Ifeoluwa, Agrawal, Sweta, Masiak, Marek, Rei, Ricardo, Briakou, Eleftheria, Carpuat, Marine, He, Xuanli, Bourhim, Sofia, Bukula, Andiswa, Mohamed, Muhidin, Olatoye, Temitayo, Adewumi, Tosin, Mokayed, Hamam, Mwase, Christine, Kimotho, Wangui, Yuehgoh, Foutse, Aremu, Anuoluwapo, Ojo, Jessica, Muhammad, Shamsuddeen Hassan, Osei, Salomey, Omotayo, Abdul-Hakeem, Chukwuneke, Chiamaka, Ogayo, Perez, Hourrane, Oumaima, Anigri, Salma El, Ndolela, Lolwethu, Mangwana, Thabiso, Mohamed, Shafie Abdi, Hassan, Ayinde, Awoyomi, Oluwabusayo Olufunke, Alkhaled, Lama, Al-Azzawi, Sana, Etori, Naome A, Ochieng, Millicent, Siro, Clemencia, Njoroge, Samuel, Muchiri, Eric, Kimotho, Wangari, Momo, Lyse Naomi Wamba, Abolade, Daud, Ajao, Simbiat, Shode, Iyanuoluwa, Macharm, Ricky, Iro, Ruqayya Nasir, Abdullahi, Saheed S, Moore, Stephen E, Opoku, Bernard, Akinjobi, Zainab, Afolabi, Abeeb, Obiefuna, Nnaemeka, Ogbu, Onyekachi Raphael, Brian, Sam, Otiende, Verrah Akinyi, Mbonu, Chinedu Emmanuel, Sari, Sakayo Toadoum, Lu, Yao, Stenetorp, Pontus

“…Despite the recent progress on scaling multilingual machine translation (MT) to several under-resourced African languages, accurately measuring this progress…”
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