Cagri Toraman

Most-cited papers

Impact of Tokenization on Language Models: An Analysis for Turkish
Cagri Toraman, E. Yilmaz, Furkan Şahinuç, Oguzhan Ozcelik
2022ACM Trans. Asian Low Resour. Lang. Inf. Process.153 citations Open access
Semantic Scholar
Large-Scale Hate Speech Detection with Cross-Domain Transfer
Cagri Toraman, Furkan Şahinuç, E. Yilmaz
2022International Conference on Language Resources and Evaluation100 citations Open access
Semantic Scholar
Understanding social engagements: A comparative analysis of user and text features in Twitter
Cagri Toraman, Furkan Şahinuç, E. Yilmaz, Ibrahim Batuhan Akkaya
2022Social Network Analysis and Mining27 citations Open access
Semantic Scholar
Named entity recognition in Turkish: A comparative study with detailed error analysis
Oguzhan Ozcelik, Cagri Toraman
2022Information Processing & Management24 citations Open access
Semantic Scholar
Adapting Open-Source Generative Large Language Models for Low-Resource Languages: A Case Study for Turkish
Cagri Toraman
2024MRL21 citations Open access
Semantic Scholar
MiDe22: An Annotated Multi-Event Tweet Dataset for Misinformation Detection
Cagri Toraman, Oguzhan Ozcelik, Furkan Şahinuç, F. Can
2022International Conference on Language Resources and Evaluation21 citations
Semantic Scholar
Developing a text categorization template for Turkish news portals
Cagri Toraman, F. Can, Seyit Kocberber
2011International Symposium on INnovations in Intelligent SysTems and Applications19 citations Open access
Semantic Scholar
Evaluating the Quality of Benchmark Datasets for Low-Resource Languages: A Case Study on Turkish
Ayse Aysu Cengiz, Ahmet Kaan Sever, Elif Ecem Ümütlü, Naime Seyma Erdem +5 more
2025arXiv.org18 citations
Semantic Scholar
ARC-NLP at Multimodal Hate Speech Event Detection 2023: Multimodal Methods Boosted by Ensemble Learning, Syntactical and Entity Features
Umitcan Sahin, Izzet Emre Kucukkaya, Oguzhan Ozcelik, Cagri Toraman
2023CASE18 citations Open access
Semantic Scholar
Tweets Under the Rubble: Detection of Messages Calling for Help in Earthquake Disaster
Cagri Toraman, Izzet Emre Kucukkaya, Oguzhan Ozcelik, Umitcan Sahin
2023arXiv.org16 citations Open access
Semantic Scholar
KLOOS: KL Divergence-based Out-of-Scope Intent Detection in Human-to-Machine Conversations
E. Yilmaz, Cagri Toraman
2020Annual International ACM SIGIR Conference on Research and Development in Information Retrieval16 citations Open access
Semantic Scholar
The effect of gender bias on hate speech detection
Furkan Şahinuç, E. Yilmaz, Cagri Toraman, Aykut Koç
2022Signal, Image and Video Processing13 citations Open access
Semantic Scholar
BlackLivesMatter 2020: An Analysis of Deleted and Suspended Users in Twitter
Cagri Toraman, Furkan Şahinuç, E. Yilmaz
2021Web Science Conference13 citations Open access
Semantic Scholar
ARC-NLP at CheckThat!-2022: Contradiction for Harmful Tweet Detection
Cagri Toraman, Oguzhan Ozcelik, Furkan Şahinuç, Umitcan Sahin
2022Conference and Labs of the Evaluation Forum11 citations
Semantic Scholar
Detecting Misinformation on Social Media using Community Insights and Contrastive Learning
Oguzhan Ozcelik, Cagri Toraman, Fazli Can
2024ACM Transactions on Intelligent Systems and Technology10 citations Open access
Semantic Scholar
LlamaTurk: Adapting Open-Source Generative Large Language Models for Low-Resource Language
Cagri Toraman
2024arXiv.org9 citations
Semantic Scholar
D2U: Distance-to-Uniform Learning for Out-of-Scope Detection
E. Yilmaz, Cagri Toraman
2022North American Chapter of the Association for Computational Linguistics9 citations Open access
Semantic Scholar
Intent Classification based on Deep Learning Language Model in Turkish Dialog Systems
E. Yilmaz, Cagri Toraman
2021Signal Processing and Communications Applications Conference9 citations Open access
Semantic Scholar
TurkBench: A Benchmark for Evaluating Turkish Large Language Models
Cagri Toraman, Ahmet Kaan Sever, Ayse Aysu Cengiz, E. Arslan +18 more
2026Proceedings of the Second Workshop Natural Language Processing for Turkic Languages (SIGTURK 2026)8 citations
Semantic Scholar
JL-Hate: An Annotated Dataset for Joint Learning of Hate Speech and Target Detection
Kaan Büyükdemirci, Izzet Emre Kucukkaya, Eren Ölmez, Cagri Toraman
2024International Conference on Language Resources and Evaluation8 citations Open access
Semantic Scholar
PejorativITy: Disambiguating Pejorative Epithets to Improve Misogyny Detection in Italian Tweets
Arianna Muti, F. Ruggeri, Cagri Toraman, A. Barrón-Cedeño +5 more
2024International Conference on Language Resources and Evaluation8 citations
Semantic Scholar
Zero and Few-Shot Hate Speech Detection in Social Media Messages Related to Earthquake Disaster
Umitcan Sahin, Izzet Emre Kucukkaya, Oguzhan Ozcelik, Cagri Toraman
2023Signal Processing and Communications Applications Conference8 citations Open access
Semantic Scholar
A front-page news-selection algorithm based on topic modelling using raw text
Cagri Toraman, F. Can
2015Journal of information science8 citations Open access
Semantic Scholar
A Deep Learning Approach to Modeling Temporal Social Networks on Reddit
Wing-Yan Chung, Cagri Toraman, Yifan Huang, M. Vora +1 more
2019Intelligence and Security Informatics7 citations Open access
Semantic Scholar
Discovering story chains: A framework based on zigzagged search and news actors
Cagri Toraman, F. Can
2017J. Assoc. Inf. Sci. Technol.7 citations Open access
Semantic Scholar
ARC-NLP at PAN 2023: Transition-Focused Natural Language Inference for Writing Style Detection
Izzet Emre Kucukkaya, Umitcan Sahin, Cagri Toraman
2023Conference and Labs of the Evaluation Forum6 citations Open access
Semantic Scholar
ARC-NLP at CASE 2022 Task 1: Ensemble Learning for Multilingual Protest Event Detection
Umitcan Sahin, Oguzhan Ozcelik, Izzet Emre Kucukkaya, Cagri Toraman
2022CASE6 citations Open access
Semantic Scholar
Tweet Length Matters: A Comparative Analysis on Topic Detection in Microblogs
Furkan Şahinuç, Cagri Toraman
2021European Conference on Information Retrieval6 citations Open access
Semantic Scholar
Event-related microblog retrieval in Turkish
Cagri Toraman
2022Turkish J. Electr. Eng. Comput. Sci.5 citations Open access
Semantic Scholar
RAGTurk: Best Practices for Retrieval Augmented Generation in Turkish
Süha Kagan Köse, Mehmet Can Baytekin, B. Aktaş, Bilge Kaan Görür +4 more
2026Proceedings of the Second Workshop Natural Language Processing for Turkic Languages (SIGTURK 2026)4 citations
Semantic Scholar
OCRTurk: A Comprehensive OCR Benchmark for Turkish
Deniz Yilmaz, E. A. Munis, Cagri Toraman, Süha Kagan Köse +3 more
2026Proceedings of the Second Workshop Natural Language Processing for Turkic Languages (SIGTURK 2026)4 citations
Semantic Scholar
ARC-NLP at ClimateActivism 2024: Stance and Hate Speech Detection by Generative and Encoder Models Optimized with Tweet-Specific Elements
Ahmet Kaya, Oguzhan Ozcelik, Cagri Toraman
2024CASE4 citations Open access
Semantic Scholar
ARC-NLP at PAN 2023: Hierarchical Long Text Classification for Trigger Detection
Umitcan Sahin, Izzet Emre Kucukkaya, Cagri Toraman
2023Conference and Labs of the Evaluation Forum4 citations Open access
Semantic Scholar
Early Prediction of Public Reactions to News Events Using Microblog
Cagri Toraman
2017BCS-IRSG Symposium on Future Directions in Information Access4 citations Open access
Semantic Scholar
Squeezing the Ensemble Pruning: Faster and More Accurate Categorization for News Portals
Cagri Toraman, F. Can
2012European Conference on Information Retrieval3 citations Open access
Semantic Scholar
OpenEthics: A Comprehensive Ethical Evaluation of Open-Source Generative Large Language Models
Burak Erinç Çetin, Yildirim Özen, Elif Naz Demiryilmaz, Kaan Engür +1 more
2025arXiv.org2 citations
Semantic Scholar
Constructing ensembles for hate speech detection
Izzet Emre Kucukkaya, Cagri Toraman
2024Natural Language Processing2 citations Open access
Semantic Scholar
CrossSimON: A Novel Probabilistic Approach to Cross-Platform Online Social Network Simulation
Jinwei Liu, Wing-Yan Chung, Yifan Huang, Cagri Toraman
2019Intelligence and Security Informatics2 citations Open access
Semantic Scholar
Ensemble Pruning for Text Categorization Based on Data Partitioning
Cagri Toraman, F. Can
2011Asia Information Retrieval Symposium2 citations Open access
Semantic Scholar
FIBER: A Multilingual Evaluation Resource for Factual Inference Bias
E. A. Munis, Deniz Yilmaz, Arianna Muti, Cagri Toraman
2025International Conference on Language Resources and Evaluation1 citations
Semantic Scholar
Slot Filling for Voice Assistants
Oguzhan Ozcelik, E. Yilmaz, Furkan Şahinuç, Cagri Toraman
2022Signal Processing and Communications Applications Conference1 citations Open access
Semantic Scholar
ConQX: Semantic Expansion of Spoken Queries for Intent Detection based on Conditioned Text Generation
E. Yilmaz, Cagri Toraman
2021arXiv.org1 citations
Semantic Scholar
What Happened in Social Media during the 2020 BLM Movement? An Analysis of Deleted and Suspended Users in Twitter
Cagri Toraman, Furkan cSahinucc, E. Yilmaz
2021arXiv.org1 citations
Semantic Scholar
SimON-Feedback: An Iterative Algorithm for Performance Tuning in Online Social Simulation
M. Vora, Wing-Yan Chung, Cagri Toraman, Yifan Huang
2019Intelligence and Security Informatics1 citations Open access
Semantic Scholar
Limit Management in Network Traffic Forecasting via Asymmetric Loss Function
Nuray Akar, Mustafa Mert Satılmış, Hakan Gürsoy, Cagri Toraman
2026Signal Processing and Communications Applications Conference0 citations Open access
Semantic Scholar
BIRDTurk: Adaptation of the BIRD Text-to-SQL Dataset to Turkish
B. Aktaş, Mehmet Can Baytekin, Süha Kagan Köse, Ömer Ilbilgi +3 more
2026Proceedings of the Second Workshop Natural Language Processing for Turkic Languages (SIGTURK 2026)0 citations
Semantic Scholar
Heuristic and LLM-Based RoI Extraction for Turkish News Pages
Doğacan Toka, Umitcan Sahin, Ali Gök, Osman Kumas +1 more
2026Signal Processing and Communications Applications Conference0 citations Open access
Semantic Scholar
Semantic Retrieval in Composite Data Structures: Fine-Tuning with LLM-Assisted Synthetic Data
Halil İbrahim Dönmezbilek, Gökhan Duruoğlu, Hakan Gürsoy, Cagri Toraman
2026Signal Processing and Communications Applications Conference0 citations Open access
Semantic Scholar
Text Classification for Foreign Trade Documents
Şevval Koca, Büşra Oğuzoğlu, Murat Güç, Gözde Aslantaş +4 more
2026Signal Processing and Communications Applications Conference0 citations Open access
Semantic Scholar
Cross-Lingual Transfer for Machine Translation in Turkic Languages
Omer Burak Cinar, M. Dalkilic, Cagri Toraman
2026arXiv.org0 citations
Semantic Scholar