Khoury, Matthew; Dangovski, Rumen; Ou, Longwu; Nakov, Preslav; Shen, Yichen; Jing, Li
Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications Proceedings Article
In: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 7975–7984, 2020.
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Nakov, Preslav; Martino, Giovanni Da San
Fact-Checking, Fake News, Propaganda, and Media Bias: Truth Seeking in the Post-Truth Era Proceedings Article
In: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts, pp. 7–19, 2020.
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Sajjad, Hassan; Dalvi, Fahim; Durrani, Nadir; Nakov, Preslav
On the effect of dropping layers of pre-trained transformer models Journal Article
In: arXiv preprint arXiv:2004.03844, 2020.
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Ramírez, Guillem; Dangovski, Rumen; Nakov, Preslav; Soljačić, Marin
On a Novel Application of Wasserstein-Procrustes for Unsupervised Cross-Lingual Learning Journal Article
In: arXiv preprint arXiv:2007.09456, 2020.
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Rugina, Ileana; Dangovski, Rumen; Jing, Li; Nakov, Preslav; Soljačić, Marin
Data-Informed Global Sparseness in Attention Mechanisms for Deep Neural Networks Journal Article
In: arXiv preprint arXiv:2012.02030, 2020.
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Zampieri, Marcos; Nakov, Preslav; Ljubešić, Nikola; Tiedemann, Jörg; Scherrer, Yves
Proceedings of the 7th Workshop on NLP for Similar Languages, Varieties and Dialects Proceedings Article
In: Proceedings of the 7th Workshop on NLP for Similar Languages, Varieties and Dialects, 2020.
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Nakov, Preslav
Flattening the curve of the COVID-19 infodemic: These evaluation campaigns can help! Journal Article
In: EVALITA Evaluation of NLP and Speech Tools for Italian-December 17th, 2020, pp. 15, 2020.
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Martino, Giovanni Da San; Brew, Chris; Ciampaglia, Giovanni Luca; Feldman, Anna; Leberknight, Chris; Nakov, Preslav
Proceedings of the 3rd NLP4IF Workshop on NLP for Internet Freedom: Censorship, Disinformation, and Propaganda Proceedings Article
In: Proceedings of the 3rd NLP4IF Workshop on NLP for Internet Freedom: Censorship, Disinformation, and Propaganda, 2020.
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Nikolov, Alex; Martino, Giovanni Da San; Koychev, Ivan; Nakov, Preslav
Team alex at clef checkthat! 2020: Identifying check-worthy tweets with transformer models Proceedings Article
In: CLEF, 2020.
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Prakhar, Ganesh; Yao, Chen; Xin, Lou; Ali, Khan Mohammad; Yin, Yang; Deming, Chen; Marianne, Winslett; Hassan, Sajjad; Preslav, Nakov; others,
Compressing large-scale transformer-based models: A case study on bert Journal Article
In: arXiv preprint arXiv: 2002.11985, 2020.
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Shaar, Shaden; Babulkov, Nikolay; Martino, Giovanni Da San; Nakov, Preslav
That is a Known Lie: Detecting Previously Fact-Checked Claims Proceedings Article
In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pp. 3607–3618, 2020.
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Martino, Giovanni Da San; Shaar, Shaden; Zhang, Yifan; Yu, Seunghak; Barrón-Cedeno, Alberto; Nakov, Preslav
Prta: A system to support the analysis of propaganda techniques in the news Proceedings Article
In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, pp. 287–293, 2020.
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Stefanov, Peter; Darwish, Kareem; Atanasov, Atanas; Nakov, Preslav
Predicting the topical stance and political leaning of media using tweets Proceedings Article
In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, pp. 527–537, 2020.
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Zampieri, Marcos; Nakov, Preslav; Rosenthal, Sara; Atanasova, Pepa; Karadzhov, Georgi; Mubarak, Hamdy; Derczynski, Leon; Pitenis, Zeses; Çöltekin, Çağrı
SemEval-2020 Task 12: Multilingual Offensive Language Identification in Social Media (OffensEval 2020) Proceedings Article
In: Proceedings of the Fourteenth Workshop on Semantic Evaluation, pp. 1425–1447, 2020.
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Nguyen, Van-Hoang; Sugiyama, Kazunari; Nakov, Preslav; Kan, Min-Yen
Fang: Leveraging social context for fake news detection using graph representation Proceedings Article
In: Proceedings of the 29th ACM international conference on information & knowledge management, pp. 1165–1174, 2020.
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Rosenthal, Sara; Atanasova, Pepa; Karadzhov, Georgi; Zampieri, Marcos; Nakov, Preslav
A large-scale semi-supervised dataset for offensive language identification Journal Article
In: arXiv preprint arXiv:2004.14454, 2020.
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Martino, Giovanni Da San; Barrón-Cedeño, Alberto; Wachsmuth, Henning; Petrov, Rostislav; Nakov, Preslav
SemEval-2020 Task 11: Detection of Propaganda Techniques in News Articles Proceedings Article
In: Proceedings of the Fourteenth Workshop on Semantic Evaluation, pp. 1377–1414, 2020.
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Barrón-Cedeño, Alberto; Elsayed, Tamer; Nakov, Preslav; Martino, Giovanni Da San; Hasanain, Maram; Suwaileh, Reem; Haouari, Fatima; Babulkov, Nikolay; Hamdan, Bayan; Nikolov, Alex; others,
Overview of CheckThat! 2020: Automatic identification and verification of claims in social media Proceedings Article
In: International Conference of the Cross-Language Evaluation Forum for European Languages, pp. 215–236, Springer 2020.
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Sajjad, Hassan; Dalvi, Fahim; Durrani, Nadir; Nakov, Preslav
Poor man’s bert: Smaller and faster transformer models Journal Article
In: arXiv preprint arXiv:2004.03844, 2020.
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Darwish, Kareem; Stefanov, Peter; Aupetit, Michaël; Nakov, Preslav
Unsupervised user stance detection on twitter Proceedings Article
In: Proceedings of the International AAAI Conference on Web and Social Media, pp. 141–152, 2020.
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