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Recent Submissions

Urban-Scale Prediction of Heat Pump Energy Demand with Low Temporal Resolution Data Gürsoy, Fatma Ece; Canlı, İlkim; Demir, Ataberk Yasin; Kalkan, Sinan; Taylan, Onur; Gürsel Dino, İpek (2025-06-06)
Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies. Karagöz, Pınar; Çekinel, Recep Fırat; Çöltekin, Çağrı (2025-02-01)
Make Satire Boring Again: Reducing Stylistic Bias of Satirical Corpus by Utilizing Generative LLMs Öztürk, Aslı Umay; Çekinel, Recep Fırat; Karagöz, Pınar (2025-01-20)
Leveraging In-Context Learning to Transfer Cross-Domain Knowledge in Click-Through Rate Prediction Baglam I i grenme Kullanilarak Tiklama Orani Tahminlerine apraz Alan Bilgilerinin Aktarilmasi Aydogdu, Mehmet Erdeniz; Sengor Altingovde, Ismail; Karagöz, Pınar; Toroslu, İsmail Hakkı (2025-01-01) With the development of large language models, natural language tasks have seen significant improvements, including personalized recommendation. Traditional approaches in recommendation are often based on collaborative fil...
Bucketed Ranking-Based Losses for Efficient Training of Object Detectors Yavuz, Feyza; Cam, Baris Can; Doğan, Adnan Harun; Oksuz, Kemal; Akbaş, Emre; KALKAN, SİNAN (2025-01-01) Ranking-based loss functions, such as Average Precision Loss and Rank&Sort Loss, outperform widely used score-based losses in object detection. These loss functions better align with the evaluation criteria, have fewer hyp...
BERT and SVM Integration for Fake News Detection in Turkish: Evaluation with a New Dataset T rk e Sahte Haber Tespiti i in BERT ve SVM Entegrasyonu: Yeni Bir Veri K mesi ile De?gerlendirme Cural, Necla Mutlu; Karabulut, Cemile; Karagöz, Pınar (2025-01-01) This study presents an expanded new dataset and a hybrid BERT-SVM model for fake news detection in Turkish. As part of the research, news articles collected from FCTR, SOSYALAN, X-Fact datasets and Turkish fact-checking pl...
AviBERT: Transformer-based Aircraft Text Classification AviBERT: Transformer Tabanli Hava Araci Metni Siniflandirma Unal, Muhammed Cihat; Yurtalan, Gokhan; Karatas, Yahya Bahadir; Karamanlıoğlu, Alper; Demirel, Berkan (2025-01-01) In recent years, transformer-based models pre-trained on extensive corpora have played a critical role in the advancement of Natural Language Processing methodologies. Particularly, methods based on BERT have demonstrated ...
Improving Cross-Domain Recommendation Methods with Factorization Machine Integration C apraz Alan O neri Yo ntemlerinin Fakto rizasyon Makinesi Entegrasyonu ile Iyiles tirilmesi Colak, Ahmet Eren; Sengor Altingovde, Ismail; Karagöz, Pınar; Toroslu, İsmail Hakkı (2025-01-01) Cross-domain recommender systems aim to im- prove recommendations in the target domain by exploiting the source domain where abundant data is present. In this study, we investigate the combination of a shallow model, the f...
JASPER: An Agent-Based Simulation Tool for Test and Evaluation of Jammer-Angle Allocation Algorithms Baraklı, Ahmet Burak; Topçu, Okan; Oğuztüzün, Mehmet Halit S. (2025-01-01) As a result of the increasing use of unmanned aerial vehicles in modern warfare, advanced anti-drone systems have been developed, making it more important to analyze threat assessment and jammer-angle allocation algorithms...
Data Augmentation with Translation for Turkish Irony Detection T rk e Ironi Tespiti i in eviri ile Veri ogaltimi Kara, Burak Kemal; Karagöz, Pınar (2025-01-01) Irony detection in Turkish texts is a challenging task due to the nuanced nature of irony in natural language. The limited availability of irony data for Turkish is also an important limitation to train models. In this stu...
Mitigating Privacy Conflicts with Computational Theory of Mind Erdogan, Emre; Aydın, Hüseyin; Dignum, Frank; Verbrugge, Rineke; Yolum, Pınar (2025-01-01) Multiagent systems bring together agents that represent different users with possibly different concerns. When interacting to make decisions, conflicts occur. A well-known case is with privacy. Agents often need to manage ...
Evaluating the Impact of Client Selection Algorithms on Performance and Training Speed in Heterogeneous Resource Allocation and Non-IID Data Özdemir, Övgü; DİLEK, AYŞE; Karagöz, Pınar (2024-12-30)
Explaining Veracity Predictions with Evidence Summarization: A Multi-Task Model Approach Çekinel, Recep Fırat; Karagöz, Pınar (2024-12-29)
Enhancing Virtual Environments: Hybrid Approach to Neural Style Transfer BAHTİYAR, HÜSEYİN; Katipoğlu, Bahadır İrfan; Yüksel, Eda; Toroslu, İsmail Hakkı; Karagöz, Pınar (2024-07-01)
Enhanced Thermal Human Detection with Fast Filtering for UAV Images Ozyurt, Umut; Cicekdag, Begum; budak, zafer dogan; Ertekin Bolelli, Şeyda (2024-01-19)
Visualization of Human Brain Network for the Analysis of Alzheimer's Disease Alzheimer Hastalığının Analizi için Beyin Ağlarının Görselleştirilmesi Değirmendereli, Gönül Günal; Aydın, Ulaş Sedat; Ahmadkhan, Abdulla; Türnüklü, Barış; Yarman Vural, Fatoş Tunay (2024-01-01) In this study, we propose a new model for visualizing brain networks of brain using functional Magnetic Resonance Imaging (fMRI). In this model, we estimate the probability density functions of the regions by considering t...
Uncertainty Calculation-as-a-Service: Microservice-Based Metrology Applications Çetinkaya, Anıl; Kaya, M. Cagri; Bzuneh, Teklie Belay; Oğuztüzün, Mehmet Halit S. (2024-01-01) The calibration industry faces significant challenges due to its diverse and sophisticated equipment and complex traditional processes. Rapidly advancing technology highlights existing challenges while inspiring the adopti...
Cross-Lingual Learning vs. Low-Resource Fine-Tuning: A Case Study with Fact-Checking in Turkish Çekinel, Recep Fırat; Karagöz, Pınar; Coltekin, Cagri (2024-01-01) The rapid spread of misinformation through social media platforms has raised concerns regarding its impact on public opinion. While misinformation is prevalent in other languages, the majority of research in this field has...
PejorativITy: Disambiguating Pejorative Epithets to Improve Misogyny Detection in Italian Tweets Muti, Arianna; Ruggeri, Federico; Toraman, Çağrı; Musetti, Lorenzo; Algherini, Samuel; Ronchi, Silvia; Saretto, Gianmarco; Zapparoli, Caterina; Barrón-Cedeño, Alberto (2024-01-01) Misogyny is often expressed through figurative language. Some neutral words can assume a negative connotation when functioning as pejorative epithets. Disambiguating the meaning of such terms might help the detection of mi...
ARC-NLP at ClimateActivism 2024: Stance and Hate Speech Detection by Generative and Encoder Models Optimized with Tweet-Specific Elements Kaya, Ahmet Kagan; Ozcelik, Oguzhan; Toraman, Çağrı (2024-01-01) Social media users often express hate speech towards specific targets and may either support or refuse activist movements. The automated detection of hate speech, which involves identifying both targets and stances, plays ...

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