Get started
Author

Dumitru-Clementin Cercel

Sentence-Level Propaganda Detection in News Articles with Transfer Learning and BERT-BiLSTM-Capsule Model
2019 · George-Alexandru Vlad, Mircea-Adrian Tanase, et al. · Workshop on Natural Language Processing for Internet Freedom: Censorship, Disinformation, and Propaganda (NLP4IF) · 43
PDF
Opinion Propagation in Online Social Networks
2014 · Dumitru-Clementin Cercel, Stefan Trausan-Matu · International Conference on Web Intelligence, Mining and Semantics · 34
UPB at SemEval-2020 Task 8: Joint Textual and Visual Modeling in a Multi-Task Learning Architecture for Memotion Analysis
2020 · George-Alexandru Vlad, George-Eduard Zaharia, et al. · International Workshop on Semantic Evaluation (SemEval) · 30
PDF
SkinDistilViT: Lightweight Vision Transformer for Skin Lesion Classification
2023 · Vlad-Constantin Lungu-Stan, Dumitru-Clementin Cercel, et al. · Lecture notes in computer science · 24
PDF
UPB at GermEval-2019 Task 2: BERT-Based Offensive Language Classification of German Tweets.
2019 · Andrei Paraschiv, Dumitru-Clementin Cercel · KONVENS · 16
UPB at SemEval-2020 Task 11: Propaganda Detection with Domain-Specific Trained BERT
2020 · Andrei Paraschiv, Dumitru-Clementin Cercel, et al. · International Workshop on Semantic Evaluation (SemEval) · 15
PDF
Detecting Aggressiveness in Mexican Spanish Social Media Content by Fine-Tuning Transformer-Based Models.
2020 · Mircea-Adrian Tanase, George-Eduard Zaharia, et al. · IberLEF@SEPLN · 15
UPB at SemEval-2020 Task 12: Multilingual Offensive Language Detection on Social Media by Fine-tuning a Variety of BERT-based Models
2020 · Mircea-Adrian Tanase, Dumitru-Clementin Cercel, et al. · International Workshop on Semantic Evaluation (SemEval) · 14
PDF
UPB @ DANKMEMES: Italian Memes Analysis - Employing Visual Models and Graph Convolutional Networks for Meme Identification and Hate Speech Detection
2020 · George-Alexandru Vlad, George-Eduard Zaharia, et al. · Accademia University Press eBooks · 13
Dialect Identification through Adversarial Learning and Knowledge Distillation on Romanian BERT
2021 · George-Eduard Zaharia, Andrei-Marius Avram, et al. · 11
Transformer-based Multi-Task Learning for Adverse Effect Mention Analysis in Tweets
2021 · George-Andrei Dima, Dumitru-Clementin Cercel, et al. · Social Media Mining for Health Research and Applications Workshop and Shared Tasks (SMM4H) · 11
PDF
UPB at SemEval-2020 Task 9: Identifying Sentiment in Code-Mixed Social Media Texts Using Transformers and Multi-Task Learning
2020 · George-Eduard Zaharia, George-Alexandru Vlad, et al. · International Workshop on Semantic Evaluation (SemEval) · 11
PDF
Evaluating Data Augmentation Techniques for Coffee Leaf Disease Classification
2024 · Adrian Gheorghiu, Iulian-Marius Tăiatu, et al. · International Conference on Agents and Artificial Intelligence (ICAART) · 10
Conditional Wasserstein GAN for Energy Load Forecasting in Large Buildings
2022 · George-Silviu Nastasescu, Dumitru-Clementin Cercel · International Joint Conference on Neural Networks (IJCNN) · 10
Exploring the Power of Romanian BERT for Dialect Identification.
2020 · George-Eduard Zaharia, Andrei-Marius Avram, et al. · International Conference on Computational Linguistics · 10
Cross-Lingual Transfer Learning for Complex Word Identification
2020 · George-Eduard Zaharia, Dumitru-Clementin Cercel, et al. · IEEE International Conference on Tools with Artificial Intelligence (ICTAI) · 10
PDF
Atlas: News aggregation service
2017 · Cosmin Grozea, Dumitru-Clementin Cercel, et al. · RoEduNet Conference: Networking in Education and Research (RoEduNet) · 9
Distilling the Knowledge of Romanian BERTs Using Multiple Teachers
2022 · Andrei-Marius Avram, Darius Catrina, et al. · Language Resources and Evaluation Conference (LREC) · 8
PDF
UPB at SemEval-2021 Task 1: Combining Deep Learning and Hand-Crafted Features for Lexical Complexity Prediction
2021 · George-Eduard Zaharia, Dumitru-Clementin Cercel, et al. · International Workshop on Semantic Evaluation (SemEval) · 8
PDF
UPB at SemEval-2022 Task 5: Enhancing UNITER with Image Sentiment and Graph Convolutional Networks for Multimedia Automatic Misogyny Identification
2022 · Andrei Paraschiv, Mihai Dascalu, et al. · International Workshop on Semantic Evaluation (SemEval) · 6
PDF
UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition Extraction
2020 · Andrei-Marius Avram, Dumitru-Clementin Cercel, et al. · International Workshop on Semantic Evaluation (SemEval) · 6
PDF
RoQLlama: A Lightweight Romanian Adapted Language Model
2024 · George-Andrei Dima, Andrei-Marius Avram, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 5
PDF
Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain Setups
2024 · Răzvan-Alexandru Smădu, David-Gabriel Ion, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 5
PDF
UPB at SemEval-2021 Task 8: Extracting Semantic Information on Measurements as Multi-Turn Question Answering
2021 · Andrei-Marius Avram, George-Eduard Zaharia, et al. · International Workshop on Semantic Evaluation (SemEval) · 5
PDF
Approaching SMM4H 2020 with Ensembles of BERT Flavours
2020 · George-Andrei Dima, Andrei-Marius Avram, et al. · 5
Works count: 79
Citation count: 404
H-index: 11
I10-index: 16
Year
Topic
Type