Dumitru-Clementin Cercel

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 65

Top Topics

Domain Adaptation

Top Venues

SemEval@ACL/IJCNLP

Publications

Andrei-Marius Avram, Andreea Iuga, George-Vlad Manolache, Vlad-Cristian Matei, Razvan-Gabriel Miclius, Vlad-Andrei Muntean, Manuel-Petru Sorlescu, Dragos-Andrei Serban, Adrian-Dinu Urse, Vasile Pais, Dumitru-Clementin Cercel
HistNERo: Historical Named Entity Recognition for the Romanian Language. CoRR (2024)
Adrian Gheorghiu, Iulian-Marius Taiatu, Dumitru-Clementin Cercel, Iuliana Marin, Florin Pop
Evaluating Data Augmentation Techniques for Coffee Leaf Disease Classification. CoRR (2024)
Sebastian-Vasile Echim, Iulian-Marius Taiatu, Dumitru-Clementin Cercel, Florin Pop
Explainability-Driven Leaf Disease Classification using Adversarial Training and Knowledge Distillation. CoRR (2024)
Elena-Beatrice Nicola, Dumitru-Clementin Cercel, Florin Pop
Investigating the Impact of Semi-Supervised Methods with Data Augmentation on Offensive Language Detection in Romanian Language. CoRR (2024)
Sebastian-Vasile Echim, Iulian-Marius Taiatu, Dumitru-Clementin Cercel, Florin Pop
Explainability-Driven Leaf Disease Classification Using Adversarial Training and Knowledge Distillation. ICAART (3) (2024)
Adrian Gheorghiu, Iulian-Marius Taiatu, Dumitru-Clementin Cercel, Iuliana Marin, Florin Pop
Evaluating Data Augmentation Techniques for Coffee Leaf Disease Classification. ICAART (2) (2024)
Andrei-Marius Avram, Razvan-Alexandru Smadu, Vasile Pais, Dumitru-Clementin Cercel, Radu Ion, Dan Tufis
Towards Improving the Performance of Pre-Trained Speech Models for Low-Resource Languages Through Lateral Inhibition. CoRR (2023)
Andrei-Marius Avram, Verginica Barbu Mititelu, Dumitru-Clementin Cercel
Romanian Multiword Expression Detection Using Multilingual Adversarial Training and Lateral Inhibition. CoRR (2023)
Emilian-Claudiu Manescu, Razvan-Alexandru Smadu, Andrei-Marius Avram, Dumitru-Clementin Cercel, Florin Pop
End-to-End Lip Reading in Romanian with Cross-Lingual Domain Adaptation and Lateral Inhibition. WI/IAT (2023)
Iulian-Marius Taiatu, Andrei-Marius Avram, Dumitru-Clementin Cercel, Florin Pop
RoBERTweet: A BERT Language Model for Romanian Tweets. NLDB (2023)
Vlad-Constantin Lungu-Stan, Dumitru-Clementin Cercel, Florin Pop
SkinDistilViT: Lightweight Vision Transformer for Skin Lesion Classification. CoRR (2023)
Sebastian-Vasile Echim, Razvan-Alexandru Smadu, Andrei-Marius Avram, Dumitru-Clementin Cercel, Florin Pop
Adversarial Capsule Networks for Romanian Satire Detection and Sentiment Analysis. NLDB (2023)
Andrei-Marius Avram, Verginica Barbu Mititelu, Dumitru-Clementin Cercel
Romanian Multiword Expression Detection Using Multilingual Adversarial Training and Lateral Inhibition. MWE@EACL (2023)
Andrei-Marius Avram, Verginica Barbu Mititelu, Vasile Pais, Dumitru-Clementin Cercel, Stefan Trausan-Matu
Multilingual Multiword Expression Identification Using Lateral Inhibition and Domain Adaptation. CoRR (2023)
Andrei-Alexandru Preda, Dumitru-Clementin Cercel, Traian Rebedea, Costin-Gabriel Chiru
UPB at IberLEF-2023 AuTexTification: Detection of Machine-Generated Text using Transformer Ensembles. CoRR (2023)
Sebastian-Vasile Echim, Razvan-Alexandru Smadu, Andrei-Marius Avram, Dumitru-Clementin Cercel, Florin Pop
Adversarial Capsule Networks for Romanian Satire Detection and Sentiment Analysis. CoRR (2023)
Andrei-Alexandru Preda, Dumitru-Clementin Cercel, Traian Rebedea, Costin-Gabriel Chiru
UPB at IberLEF-2023 AuTexTification: Detection of Machine-Generated Text using Transformer Ensembles. IberLEF@SEPLN (2023)
Iulian-Marius Taiatu, Andrei-Marius Avram, Dumitru-Clementin Cercel, Florin Pop
RoBERTweet: A BERT Language Model for Romanian Tweets. CoRR (2023)
Razvan-Alexandru Smadu, George-Eduard Zaharia, Andrei-Marius Avram, Dumitru-Clementin Cercel, Mihai Dascalu, Florin Pop
TA-DA: Topic-Aware Domain Adaptation for Scientific Keyphrase Identification and Classification (Student Abstract). CoRR (2023)
Razvan-Alexandru Smadu, Sebastian-Vasile Echim, Dumitru-Clementin Cercel, Iuliana Marin, Florin Pop
From Fake to Hyperpartisan News Detection Using Domain Adaptation. RANLP (2023)
Razvan-Alexandru Smadu, George-Eduard Zaharia, Andrei-Marius Avram, Dumitru-Clementin Cercel, Mihai Dascalu, Florin Pop
TA-DA: Topic-Aware Domain Adaptation for Scientific Keyphrase Identification and Classification (Student Abstract). AAAI (2023)
Razvan-Alexandru Smadu, Sebastian-Vasile Echim, Dumitru-Clementin Cercel, Iuliana Marin, Florin Pop
From Fake to Hyperpartisan News Detection Using Domain Adaptation. CoRR (2023)
Andrei-Marius Avram, Razvan-Alexandru Smadu, Vasile Pais, Dumitru-Clementin Cercel, Radu Ion, Dan Tufis
Towards Improving the Performance of Pre-Trained Speech Models for Low-Resource Languages Through Lateral Inhibition. TSP (2023)
Emilian-Claudiu Manescu, Razvan-Alexandru Smadu, Andrei-Marius Avram, Dumitru-Clementin Cercel, Florin Pop
End-to-End Lip Reading in Romanian with Cross-Lingual Domain Adaptation and Lateral Inhibition. CoRR (2023)
George-Eduard Zaharia, Razvan-Alexandru Smadu, Dumitru-Clementin Cercel, Mihai Dascalu
Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification. CoRR (2022)
George-Eduard Zaharia, Razvan-Alexandru Smadu, Dumitru-Clementin Cercel, Mihai Dascalu
Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification. ACL (1) (2022)
George-Silviu Nastasescu, Dumitru-Clementin Cercel
Conditional Wasserstein GAN for Energy Load Forecasting in Large Buildings. IJCNN (2022)
Andrei-Marius Avram, Darius Catrina, Dumitru-Clementin Cercel, Mihai Dascalu, Traian Rebedea, Vasile Florian Pais, Dan Tufis
Distilling the Knowledge of Romanian BERTs Using Multiple Teachers. LREC (2022)
Razvan-Alexandru Smadu, Ion-robert Dinica, Andrei-Marius Avram, Dumitru-Clementin Cercel, Florin Pop, Mihaela-Claudia Cercel
Legal Named Entity Recognition with Multi-Task Domain Adaptation. NLLP@EMNLP (2022)
Andrei Paraschiv, Mihai Dascalu, Dumitru-Clementin Cercel
UPB at SemEval-2022 Task 5: Enhancing UNITER with Image Sentiment and Graph Convolutional Networks for Multimedia Automatic Misogyny Identification. SemEval@NAACL (2022)
Andrei Paraschiv, Mihai Dascalu, Dumitru-Clementin Cercel
UPB at SemEval-2022 Task 5: Enhancing UNITER with Image Sentiment and Graph Convolutional Networks for Multimedia Automatic Misogyny Identification. CoRR (2022)
Andrei-Marius Avram, George-Eduard Zaharia, Dumitru-Clementin Cercel, Mihai Dascalu
UPB at SemEval-2021 Task 8: Extracting Semantic Information on Measurements as Multi-Turn Question Answering. SemEval@ACL/IJCNLP (2021)
Andrei-Marius Avram, George-Eduard Zaharia, Dumitru-Clementin Cercel, Mihai Dascalu
UPB at SemEval-2021 Task 8: Extracting Semantic Information on Measurements as Multi-Turn Question Answering. CoRR (2021)
Andrei Paraschiv, Dumitru-Clementin Cercel, Mihai Dascalu
UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection. SemEval@ACL/IJCNLP (2021)
Andrei-Marius Avram, Darius Catrina, Dumitru-Clementin Cercel, Mihai Dascalu, Traian Rebedea, Vasile Florian Pais, Dan Tufis
Distilling the Knowledge of Romanian BERTs Using Multiple Teachers. CoRR (2021)
George-Andrei Dima, Dumitru-Clementin Cercel, Mihai Dascalu
Transformer-based Multi-Task Learning for Adverse Effect Mention Analysis in Tweets. SMM4H@NAACL-HLT (2021)
George-Eduard Zaharia, Dumitru-Clementin Cercel, Mihai Dascalu
UPB at SemEval-2021 Task 1: Combining Deep Learning and Hand-Crafted Features for Lexical Complexity Prediction. CoRR (2021)
George-Eduard Zaharia, Andrei-Marius Avram, Dumitru-Clementin Cercel, Traian Rebedea
Dialect Identification through Adversarial Learning and Knowledge Distillation on Romanian BERT. VarDial@EACL (2021)
Razvan-Alexandru Smadu, Dumitru-Clementin Cercel, Mihai Dascalu
UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense. CoRR (2021)
Andrei Paraschiv, Dumitru-Clementin Cercel, Mihai Dascalu
UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection. CoRR (2021)
George-Eduard Zaharia, Dumitru-Clementin Cercel, Mihai Dascalu
UPB at SemEval-2021 Task 1: Combining Deep Learning and Hand-Crafted Features for Lexical Complexity Prediction. SemEval@ACL/IJCNLP (2021)
Razvan-Alexandru Smadu, Dumitru-Clementin Cercel, Mihai Dascalu
UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense. SemEval@ACL/IJCNLP (2021)
Andrei-Marius Avram, Dumitru-Clementin Cercel, Costin-Gabriel Chiru
UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition Extraction. CoRR (2020)
George-Alexandru Vlad, George-Eduard Zaharia, Dumitru-Clementin Cercel, Mihai Dascalu
UPB @ DANKMEMES: Italian Memes Analysis - Employing Visual Models and Graph Convolutional Networks for Meme Identification and Hate Speech Detection (short paper). EVALITA (2020)
George-Eduard Zaharia, George-Alexandru Vlad, Dumitru-Clementin Cercel, Traian Rebedea, Costin-Gabriel Chiru
UPB at SemEval-2020 Task 9: Identifying Sentiment in Code-Mixed Social Media Texts using Transformers and Multi-Task Learning. CoRR (2020)
George-Eduard Zaharia, George-Alexandru Vlad, Dumitru-Clementin Cercel, Traian Rebedea, Costin-Gabriel Chiru
UPB at SemEval-2020 Task 9: Identifying Sentiment in Code-Mixed Social Media Texts Using Transformers and Multi-Task Learning. SemEval@COLING (2020)
Mircea-Adrian Tanase, Dumitru-Clementin Cercel, Costin-Gabriel Chiru
UPB at SemEval-2020 Task 12: Multilingual Offensive Language Detection on Social Media by Fine-tuning a Variety of BERT-based Models. SemEval@COLING (2020)
Andrei Paraschiv, Dumitru-Clementin Cercel, Mihai Dascalu
UPB at SemEval-2020 Task 11: Propaganda Detection with Domain-Specific Trained BERT. CoRR (2020)
Andrei Paraschiv, Dumitru-Clementin Cercel
UPB at GermEval-2020 Task 3: Assessing Summaries for German Texts using BERTScore and Sentence-BERT. SwissText/KONVENS (2020)
George-Andrei Dima, Andrei-Marius Avram, Dumitru-Clementin Cercel
Approaching SMM4H 2020 with Ensembles of BERT Flavours. SMM4H@COLING (2020)
Mircea-Adrian Tanase, Dumitru-Clementin Cercel, Costin-Gabriel Chiru
UPB at SemEval-2020 Task 12: Multilingual Offensive Language Detection on Social Media by Fine-tuning a Variety of BERT-based Models. CoRR (2020)
George-Eduard Zaharia, Dumitru-Clementin Cercel, Mihai Dascalu
Cross-Lingual Transfer Learning for Complex Word Identification. CoRR (2020)
George-Eduard Zaharia, Dumitru-Clementin Cercel, Mihai Dascalu
Cross-Lingual Transfer Learning for Complex Word Identification. ICTAI (2020)
Andrei-Marius Avram, Dumitru-Clementin Cercel, Costin-Gabriel Chiru
UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition Extraction. SemEval@COLING (2020)
Andrei Paraschiv, Dumitru-Clementin Cercel, Mihai Dascalu
UPB at SemEval-2020 Task 11: Propaganda Detection with Domain-Specific Trained BERT. SemEval@COLING (2020)
George-Alexandru Vlad, George-Eduard Zaharia, Dumitru-Clementin Cercel, Costin-Gabriel Chiru, Stefan Trausan-Matu
UPB at SemEval-2020 Task 8: Joint Textual and Visual Modeling in a Multi-Task Learning Architecture for Memotion Analysis. SemEval@COLING (2020)
George-Alexandru Vlad, George-Eduard Zaharia, Dumitru-Clementin Cercel, Costin-Gabriel Chiru, Stefan Trausan-Matu
UPB at SemEval-2020 Task 8: Joint Textual and Visual Modeling in a Multi-Task Learning Architecture for Memotion Analysis. CoRR (2020)
George-Eduard Zaharia, Andrei-Marius Avram, Dumitru-Clementin Cercel, Traian Rebedea
Exploring the Power of Romanian BERT for Dialect Identification. VarDial@COLING (2020)
Mircea-Adrian Tanase, George-Eduard Zaharia, Dumitru-Clementin Cercel, Mihai Dascalu
Detecting Aggressiveness in Mexican Spanish Social Media Content by Fine-Tuning Transformer-Based Models. IberLEF@SEPLN (2020)
Cristian Onose, Claudiu-Marcel Nedelcu, Dumitru-Clementin Cercel, Stefan Trausan-Matu
A Hierarchical Attention Network for Bots and Gender Profiling. CLEF (Working Notes) (2019)
Andrei Paraschiv, Dumitru-Clementin Cercel
UPB at GermEval-2019 Task 2: BERT-Based Offensive Language Classification of German Tweets. KONVENS (2019)
Dan Bîna, George-Alexandru Vlad, Cristian Onose, Dumitru-Clementin Cercel
Flood Severity Estimation in News Articles Using Deep Learning Approaches. MediaEval (2019)
Cristian Onose, Dumitru-Clementin Cercel, Florin Pop
Deep Learning for Solar Irradiance Forecasting. EGC (2019)
Dumitru-Clementin Cercel, Cristian Onose, Stefan Trausan-Matu, Florin Pop
Exploiting Opinion Influence in Question Answering Systems. ICTAI (2017)
Cosmin Grozea, Dumitru-Clementin Cercel, Cristian Onose, Stefan Trausan-Matu
Atlas: News aggregation service. RoEduNet (2017)
Dumitru-Clementin Cercel, Stefan Trausan-Matu
Modeling Post-level Sentiment Evolution in Online Forum Threads. ICAART (2) (2015)
Dumitru-Clementin Cercel, Stefan Trausan-Matu
Opinion Influence Analysis in Online Forum Threads. SYNASC (2014)
Dumitru-Clementin Cercel, Stefan Trausan-Matu
User-Level Opinion Propagation Analysis in Discussion Forum Threads. AIMSA (2014)
Dumitru-Clementin Cercel, Stefan Trausan-Matu
Opinion Propagation in Online Social Networks: A Survey. WIMS (2014)
Dumitru-Clementin Cercel, Stefan Trausan-Matu
The features-based evolution of the opinions in forums using a semantic summarization approach. ICSCS (2013)
Dumitru-Clementin Cercel, Stefan Trausan-Matu, Julien Velcin
Overview and Preliminary Results for a Opinions Summarizarion Method. CSCS (2013)
Dumitru-Clementin Cercel, Stefan Trausan-Matu
Opinions Evolution in Forums Using a Semantic Summation Approach. RoCHI (2013)
Dumitru-Clementin Cercel, Stefan Trausan-Matu
A POS Tagger analysed in collaboration environments and literary texts. EGC (2013)