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Cagri Toraman

Çagri Toraman

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affiliation: University of Central Florida, Orlando, FL, USA

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Books and Theses

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2017
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Çagri Toraman:
Past, present, and future on news streams: discovering story chains, selecting public front-pages, and filtering microblogs for predicting public reactions to news (Haber akışlarında geçmiş, günümüz ve gelecek: haber zincirlerinin keşfi, anasayfaların haber seçimi, habere karşı toplumsal tepkinin tahmini için mikroblog filtrelenmesi). İhsan Doğramacı Bilkent University, Turkey, 2017

Journal Articles

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2023
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Furkan Sahinuç, Eyup Halit Yilmaz, Cagri Toraman, Aykut Koç:
The effect of gender bias on hate speech detection. Signal Image Video Process. 17(4): 1591-1597 (2023)
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Cagri Toraman, Eyup Halit Yilmaz, Furkan Sahinuç, Oguzhan Ozcelik:
Impact of Tokenization on Language Models: An Analysis for Turkish. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22(4): 116:1-116:21 (2023)
2022
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Çagri Toraman:
Event-related microblog retrieval in Turkish. Turkish J. Electr. Eng. Comput. Sci. 30(3): 1067-1083 (2022)
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Oguzhan Ozcelik, Cagri Toraman:
Named entity recognition in Turkish: A comparative study with detailed error analysis. Inf. Process. Manag. 59(6): 103065 (2022)
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Cagri Toraman, Furkan Sahinuç, Eyup Halit Yilmaz, Ibrahim Batuhan Akkaya:
Understanding social engagements: A comparative analysis of user and text features in Twitter. Soc. Netw. Anal. Min. 12(1): 47 (2022)
2017
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Cagri Toraman, Fazli Can:
Discovering story chains: A framework based on zigzagged search and news actors. J. Assoc. Inf. Sci. Technol. 68(12): 2795-2808 (2017)
2015
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Cagri Toraman, Fazli Can:
A front-page news-selection algorithm based on topic modelling using raw text. J. Inf. Sci. 41(5): 676-685 (2015)

Conference and Workshop Papers

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2024
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Ahmet Kaya, Oguzhan Ozcelik, Cagri Toraman:
ARC-NLP at ClimateActivism 2024: Stance and Hate Speech Detection by Generative and Encoder Models Optimized with Tweet-Specific Elements. CASE 2024: 111-117
2023
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Izzet Emre Kucukkaya, Umitcan Sahin, Cagri Toraman:
ARC-NLP at PAN 2023: Transition-Focused Natural Language Inference for Writing Style Detection. CLEF (Working Notes) 2023: 2659-2668
[c19]
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Umitcan Sahin, Izzet Emre Kucukkaya, Cagri Toraman:
ARC-NLP at PAN 2023: Hierarchical Long Text Classification for Trigger Detection. CLEF (Working Notes) 2023: 2747-2757
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Umitcan Sahin, Izzet Emre Kucukkaya, Oguzhan Ozcelik, Cagri Toraman:
Zero and Few-Shot Hate Speech Detection in Social Media Messages Related to Earthquake Disaster. SIU 2023: 1-4
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Oguzhan Ozcelik, Cagri Toraman, Fazli Can:
SiMiD: Similarity-based Misinformation Detection via Communities on Social Media Posts. SNAMS 2023: 1-8
2022
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Umitcan Sahin, Oguzhan Ozcelik, Izzet Emre Kucukkaya, Cagri Toraman:
ARC-NLP at CASE 2022 Task 1: Ensemble Learning for Multilingual Protest Event Detection. CASE@EMNLP 2022: 175-183
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Cagri Toraman, Oguzhan Ozcelik, Furkan Sahinuç, Umitcan Sahin:
ARC-NLP at CheckThat!-2022: Contradiction for Harmful Tweet Detection. CLEF (Working Notes) 2022: 722-739
[c14]
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Cagri Toraman, Furkan Sahinuç, Eyup Halit Yilmaz:
Large-Scale Hate Speech Detection with Cross-Domain Transfer. LREC 2022: 2215-2225
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Eyup Halit Yilmaz, Cagri Toraman:
D2U: Distance-to-Uniform Learning for Out-of-Scope Detection. NAACL-HLT 2022: 2093-2108
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Oguzhan Ozcelik, Eyup Halit Yilmaz, Furkan Sahinuç, Cagri Toraman:
Sesli Asistanlarda Parametre Etiketleme Slot Filling for Voice Assistants. SIU 2022: 1-4
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Cagri Toraman, Furkan Sahinuç, Eyup Halit Yilmaz:
BlackLivesMatter 2020: An Analysis of Deleted and Suspended Users in Twitter. WebSci 2022: 290-295
2021
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Furkan Sahinuç, Cagri Toraman:
Tweet Length Matters: A Comparative Analysis on Topic Detection in Microblogs. ECIR (2) 2021: 471-478
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Furkan Sahinuç, Cagri Toraman, Aykut Koç:
Topic Detection based on Deep Learning Language Model in Turkish Microblogs. SIU 2021: 1-4
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Eyup Halit Yilmaz, Cagri Toraman:
Intent Classification based on Deep Learning Language Model in Turkish Dialog Systems. SIU 2021: 1-4
2020
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Eyup Halit Yilmaz, Cagri Toraman:
KLOOS: KL Divergence-based Out-of-Scope Intent Detection in Human-to-Machine Conversations. SIGIR 2020: 2105-2108
2019
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Jinwei Liu, Wingyan Chung, Yifan Huang, Cagri Toraman:
CrossSimON: A Novel Probabilistic Approach to Cross-Platform Online Social Network Simulation. ISI 2019: 7-12
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Mehul Vora, Wingyan Chung, Cagri Toraman, Yifan Huang:
SimON-Feedback: An Iterative Algorithm for Performance Tuning in Online Social Simulation. ISI 2019: 13-17
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Wingyan Chung, Cagri Toraman, Yifan Huang, Mehul Vora, Jinwei Liu:
A Deep Learning Approach to Modeling Temporal Social Networks on Reddit. ISI 2019: 68-73
2017
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Cagri Toraman:
Early Prediction of Public Reactions to News Events Using Microblog. FDIA 2017
2012
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Cagri Toraman, Fazli Can:
Squeezing the Ensemble Pruning: Faster and More Accurate Categorization for News Portals. ECIR 2012: 508-511
2011
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Cagri Toraman, Fazli Can:
Ensemble Pruning for Text Categorization Based on Data Partitioning. AIRS 2011: 352-361

Informal and Other Publications

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2023
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Cagri Toraman, Izzet Emre Kucukkaya, Oguzhan Ozcelik, Umitcan Sahin:
Tweets Under the Rubble: Detection of Messages Calling for Help in Earthquake Disaster. CoRR abs/2302.13403 (2023)
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  - journals/corr/abs-2307-13829
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Umitcan Sahin, Izzet Emre Kucukkaya, Oguzhan Ozcelik, Cagri Toraman:
ARC-NLP at Multimodal Hate Speech Event Detection 2023: Multimodal Methods Boosted by Ensemble Learning, Syntactical and Entity Features. CoRR abs/2307.13829 (2023)
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  - journals/corr/abs-2307-14912
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Umitcan Sahin, Izzet Emre Kucukkaya, Cagri Toraman:
ARC-NLP at PAN 2023: Hierarchical Long Text Classification for Trigger Detection. CoRR abs/2307.14912 (2023)
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Izzet Emre Kucukkaya, Umitcan Sahin, Cagri Toraman:
ARC-NLP at PAN 2023: Transition-Focused Natural Language Inference for Writing Style Detection. CoRR abs/2307.14913 (2023)
2022
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Cagri Toraman, Furkan Sahinuç, Eyup Halit Yilmaz:
Large-Scale Hate Speech Detection with Cross-Domain Transfer. CoRR abs/2203.01111 (2022)
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  - journals/corr/abs-2204-08832
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Cagri Toraman, Eyup Halit Yilmaz, Furkan Sahinuç, Oguzhan Ozcelik:
Impact of Tokenization on Language Models: An Analysis for Turkish. CoRR abs/2204.08832 (2022)
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Cagri Toraman, Oguzhan Ozcelik, Furkan Sahinuç, Fazli Can:
Not Good Times for Lies: Misinformation Detection on the Russia-Ukraine War, COVID-19, and Refugees. CoRR abs/2210.05401 (2022)
2021
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Eyup Halit Yilmaz, Cagri Toraman:
ConQX: Semantic Expansion of Spoken Queries for Intent Detection based on Conditioned Text Generation. CoRR abs/2109.00729 (2021)
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  - journals/corr/abs-2110-00070
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Cagri Toraman, Furkan Sahinuç, Eyup Halit Yilmaz:
What Happened in Social Media during the 2020 BLM Movement? An Analysis of Deleted and Suspended Users in Twitter. CoRR abs/2110.00070 (2021)

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