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Dumitru-Clementin Cercel
Dumitru-Clementin Cercel
Teaching Assistant of Computer Science, University Politehnica of Bucharest
Dirección de correo verificada de cs.pub.ro
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Sentence-level propaganda detection in news articles with transfer learning and BERT-BiLSTM-capsule model
GA Vlad, MA Tanase, C Onose, DC Cercel
Proceedings of the second workshop on natural language processing for …, 2019
612019
Opinion propagation in online social networks: A survey
DC Cercel, S Trausan-Matu
Proceedings of the 4th international conference on web intelligence, mining …, 2014
492014
UPB at GermEval-2019 Task 2: BERT-Based Offensive Language Classification of German Tweets.
A Paraschiv, DC Cercel
KONVENS, 2019
362019
UPB at SemEval-2020 task 8: Joint textual and visual modeling in a multi-task learning architecture for memotion analysis
GA Vlad, GE Zaharia, DC Cercel, CG Chiru, S Trausan-Matu
arXiv preprint arXiv:2009.02779, 2020
322020
Detecting Aggressiveness in Mexican Spanish Social Media Content by Fine-Tuning Transformer-Based Models.
MA Tanase, GE Zaharia, DC Cercel, M Dascalu
IberLEF@ SEPLN, 236-245, 2020
232020
Distilling the knowledge of Romanian BERTs using multiple teachers
AM Avram, D Catrina, DC Cercel, M Dascălu, T Rebedea, V Păiş, D Tufiş
arXiv preprint arXiv:2112.12650, 2021
192021
Upb at semeval-2020 task 12: Multilingual offensive language detection on social media by fine-tuning a variety of bert-based models
MA Tanase, DC Cercel, CG Chiru
arXiv preprint arXiv:2010.13609, 2020
182020
Transformer-based multi-task learning for adverse effect mention analysis in tweets
GA Dima, DC Cercel, M Dascalu
Proceedings of the Sixth Social Media Mining for Health (# SMM4H) Workshop …, 2021
172021
Upb at semeval-2020 task 11: Propaganda detection with domain-specific trained bert
A Paraschiv, DC Cercel, M Dascalu
arXiv preprint arXiv:2009.05289, 2020
172020
UPB@ DANKMEMES: Italian memes analysis-employing visual models and graph convolutional networks for meme identification and hate speech detection
GA Vlad, GE Zaharia, DC Cercel, M Dascalu
EVALITA evaluation of NLP and speech tools for Italian, 288, 2020
162020
Exploring the power of Romanian BERT for dialect identification
GE Zaharia, AM Avram, DC Cercel, T Rebedea
Proceedings of the 7th Workshop on NLP for Similar Languages, Varieties and …, 2020
162020
Dialect identification through adversarial learning and knowledge distillation on romanian bert
GE Zaharia, AM Avram, DC Cercel, T Rebedea
Proceedings of the Eighth Workshop on NLP for Similar Languages, Varieties …, 2021
142021
Cross-lingual transfer learning for complex word identification
GE Zaharia, DC Cercel, M Dascalu
2020 IEEE 32nd International Conference on Tools with Artificial …, 2020
132020
SC-UPB at the VarDial 2019 evaluation campaign: Moldavian vs. Romanian cross-dialect topic identification
C Onose, DC Cercel, Ș Trăușan-Matu
Proceedings of the Sixth Workshop on NLP for Similar Languages, Varieties …, 2019
132019
SkinDistilViT: Lightweight vision transformer for skin lesion classification
VC Lungu-Stan, DC Cercel, F Pop
International Conference on Artificial Neural Networks, 268-280, 2023
122023
UPB at FinCausal-2020, tasks 1 & 2: Causality analysis in financial documents using pretrained language models
M Ionescu, AM Avram, GA Dima, DC Cercel, M Dascalu
Proceedings of the 1st Joint Workshop on Financial Narrative Processing and …, 2020
112020
Atlas: News aggregation service
C Grozea, DC Cercel, C Onose, S Trausan-Matu
2017 16th RoEduNet Conference: Networking in Education and Research …, 2017
112017
Upb at semeval-2020 task 9: Identifying sentiment in code-mixed social media texts using transformers and multi-task learning
GE Zaharia, GA Vlad, DC Cercel, T Rebedea, CG Chiru
arXiv preprint arXiv:2009.02780, 2020
102020
Conditional wasserstein gan for energy load forecasting in large buildings
GS Năstăsescu, DC Cercel
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
92022
Graph convolutional networks applied to fakenews: Corona virus and 5g conspiracy
A Paraschiv, GE Zaharia, DC Cercel, M Dascalu
UPB Scientific Bulletin, Series C: Electrical Engineering 83 (2), 71-82, 2021
92021
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