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2020 – today
- 2025
[c55]Andrei-Marius Avram, Mircea Timpuriu, Andreea Iuga, Vlad-Cristian Matei, Iulian-Marius Taiatu, Tudor Gaina, Dumitru-Clementin Cercel, Mihaela-Claudia Cercel, Florin Pop:
RoLargeSum: A Large Dialect-Aware Romanian News Dataset for Summary, Headline, and Keyword Generation. COLING 2025: 2049-2066- 2024
- [c54]Sebastian-Vasile Echim, Razvan-Alexandru Smadu, Dumitru-Clementin Cercel:
Benchmarking Adversarial Robustness in Speech Emotion Recognition: Insights into Low-Resource Romanian and German Languages. ECAI 2024: 2468-2475 - [c53]George-Andrei Dima, Andrei-Marius Avram, Cristian-George Craciun, Dumitru-Clementin Cercel:
RoQLlama: A Lightweight Romanian Adapted Language Model. EMNLP (Findings) 2024: 4531-4541 - [c52]Razvan-Alexandru Smadu, David-Gabriel Ion, Dumitru-Clementin Cercel, Florin Pop, Mihaela-Claudia Cercel:
Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain Setups. EMNLP 2024: 16764-16800 - [c51]Adrian Gheorghiu, Iulian-Marius Taiatu, Dumitru-Clementin Cercel, Iuliana Marin, Florin Pop:
Evaluating Data Augmentation Techniques for Coffee Leaf Disease Classification. ICAART (2) 2024: 549-560 - [c50]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: 782-791 - [c49]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. ICDAR (3) 2024: 126-144 - [c48]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. KES 2024: 3447-3456 - [c47]Vlad-Cristian Matei, Iulian-Marius Taiatu, Razvan-Alexandru Smadu, Dumitru-Clementin Cercel:
Enhancing Romanian Offensive Language Detection Through Knowledge Distillation, Multi-task Learning, and Data Augmentation. NLDB (1) 2024: 317-332 - [c46]David-Gabriel Ion, Razvan-Alexandru Smadu, Dumitru-Clementin Cercel, Florin Pop, Mihaela-Claudia Cercel:
A Cross-Lingual Meta-Learning Method Based on Domain Adaptation for Speech Emotion Recognition. WISE (1) 2024: 114-129 - [i33]Sebastian-Vasile Echim, Iulian-Marius Taiatu, Dumitru-Clementin Cercel, Florin Pop:
Explainability-Driven Leaf Disease Classification Using Adversarial Training and Knowledge Distillation. CoRR abs/2401.00334 (2024) - [i32]Adrian Gheorghiu, Iulian-Marius Taiatu, Dumitru-Clementin Cercel, Iuliana Marin, Florin Pop:
Evaluating Data Augmentation Techniques for Coffee Leaf Disease Classification. CoRR abs/2401.05768 (2024) - [i31]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 abs/2405.00155 (2024) - [i30]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 abs/2407.20076 (2024) - [i29]Vlad-Cristian Matei, Iulian-Marius Taiatu, Razvan-Alexandru Smadu, Dumitru-Clementin Cercel:
Enhancing Romanian Offensive Language Detection through Knowledge Distillation, Multi-Task Learning, and Data Augmentation. CoRR abs/2409.20498 (2024) - [i28]George-Andrei Dima, Andrei-Marius Avram, Cristian-George Craciun, Dumitru-Clementin Cercel:
RoQLlama: A Lightweight Romanian Adapted Language Model. CoRR abs/2410.04269 (2024) - [i27]David-Gabriel Ion, Razvan-Alexandru Smadu, Dumitru-Clementin Cercel, Florin Pop, Mihaela-Claudia Cercel:
A Cross-Lingual Meta-Learning Method Based on Domain Adaptation for Speech Emotion Recognition. CoRR abs/2410.04633 (2024) - [i26]Razvan-Alexandru Smadu, David-Gabriel Ion, Dumitru-Clementin Cercel, Florin Pop, Mihaela-Claudia Cercel:
Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain Setups. CoRR abs/2411.01706 (2024) - [i25]Cristian-George Craciun, Razvan-Alexandru Smadu, Dumitru-Clementin Cercel, Mihaela-Claudia Cercel:
GRAF: Graph Retrieval Augmented by Facts for Romanian Legal Multi-Choice Question Answering. CoRR abs/2412.04119 (2024) - [i24]Andrei-Marius Avram, Mircea Timpuriu, Andreea Iuga, Vlad-Cristian Matei, Iulian-Marius Taiatu, Tudor Gaina, Dumitru-Clementin Cercel, Florin Pop, Mihaela-Claudia Cercel:
RoLargeSum: A Large Dialect-Aware Romanian News Dataset for Summary, Headline, and Keyword Generation. CoRR abs/2412.11317 (2024) - 2023
- [c45]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: 16334-16335 - [c44]Vlad-Constantin Lungu-Stan, Dumitru-Clementin Cercel, Florin Pop:
SkinDistilViT: Lightweight Vision Transformer for Skin Lesion Classification. ICANN (1) 2023: 268-280 - [c43]Andrei-Marius Avram, Verginica Barbu Mititelu, Dumitru-Clementin Cercel:
Romanian Multiword Expression Detection Using Multilingual Adversarial Training and Lateral Inhibition. MWE@EACL 2023: 7-13 - [c42]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: 428-442 - [c41]Iulian-Marius Taiatu, Andrei-Marius Avram, Dumitru-Clementin Cercel, Florin Pop:
RoBERTweet: A BERT Language Model for Romanian Tweets. NLDB 2023: 577-587 - [c40]Razvan-Alexandru Smadu, Sebastian-Vasile Echim, Dumitru-Clementin Cercel, Iuliana Marin, Florin Pop:
From Fake to Hyperpartisan News Detection Using Domain Adaptation. RANLP 2023: 1095-1109 - [c39]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 - [c38]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: 234-237 - [c37]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: 287-293 - [i23]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 abs/2301.06902 (2023) - [i22]Andrei-Marius Avram, Verginica Barbu Mititelu, Dumitru-Clementin Cercel:
Romanian Multiword Expression Detection Using Multilingual Adversarial Training and Lateral Inhibition. CoRR abs/2304.11350 (2023) - [i21]Iulian-Marius Taiatu, Andrei-Marius Avram, Dumitru-Clementin Cercel, Florin Pop:
RoBERTweet: A BERT Language Model for Romanian Tweets. CoRR abs/2306.06598 (2023) - [i20]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 abs/2306.07845 (2023) - [i19]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 abs/2306.10419 (2023) - [i18]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 abs/2306.17792 (2023) - [i17]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 abs/2308.01408 (2023) - [i16]Razvan-Alexandru Smadu, Sebastian-Vasile Echim, Dumitru-Clementin Cercel, Iuliana Marin, Florin Pop:
From Fake to Hyperpartisan News Detection Using Domain Adaptation. CoRR abs/2308.02185 (2023) - [i15]Vlad-Constantin Lungu-Stan, Dumitru-Clementin Cercel, Florin Pop:
SkinDistilViT: Lightweight Vision Transformer for Skin Lesion Classification. CoRR abs/2308.08669 (2023) - [i14]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 abs/2310.04858 (2023) - 2022
- [c36]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: 70-80 - [c35]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: 305-321 - [c34]George-Silviu Nastasescu, Dumitru-Clementin Cercel:
Conditional Wasserstein GAN for Energy Load Forecasting in Large Buildings. IJCNN 2022: 1-8 - [c33]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: 374-384 - [c32]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: 618-625 - [i13]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 abs/2205.07283 (2022) - [i12]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 abs/2205.14769 (2022) - 2021
- [c31]Andrei Paraschiv, Dumitru-Clementin Cercel, Mihai Dascalu:
UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection. SemEval@ACL/IJCNLP 2021: 225-232 - [c30]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: 534-540 - [c29]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: 609-616 - [c28]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: 1160-1168 - [c27]George-Andrei Dima, Dumitru-Clementin Cercel, Mihai Dascalu:
Transformer-based Multi-Task Learning for Adverse Effect Mention Analysis in Tweets. SMM4H@NAACL-HLT 2021: 44-51 - [c26]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: 113-119 - [i11]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 abs/2104.04549 (2021) - [i10]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 abs/2104.06063 (2021) - [i9]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 abs/2104.06983 (2021) - [i8]Andrei Paraschiv, Dumitru-Clementin Cercel, Mihai Dascalu:
UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection. CoRR abs/2104.08635 (2021) - [i7]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 abs/2112.12650 (2021) - 2020
- [c25]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 - [c24]George-Eduard Zaharia, Dumitru-Clementin Cercel, Mihai Dascalu:
Cross-Lingual Transfer Learning for Complex Word Identification. ICTAI 2020: 384-390 - [c23]Andrei-Marius Avram, Dumitru-Clementin Cercel, Costin-Gabriel Chiru:
UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition Extraction. SemEval@COLING 2020: 737-745 - [c22]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: 1208-1214 - [c21]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: 1322-1330 - [c20]Andrei Paraschiv, Dumitru-Clementin Cercel, Mihai Dascalu:
UPB at SemEval-2020 Task 11: Propaganda Detection with Domain-Specific Trained BERT. SemEval@COLING 2020: 1853-1857 - [c19]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: 2222-2231 - [c18]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: 236-245 - [c17]George-Andrei Dima, Andrei-Marius Avram, Dumitru-Clementin Cercel:
Approaching SMM4H 2020 with Ensembles of BERT Flavours. SMM4H@COLING 2020: 153-157 - [c16]Andrei Paraschiv, Dumitru-Clementin Cercel:
UPB at GermEval-2020 Task 3: Assessing Summaries for German Texts using BERTScore and Sentence-BERT. SwissText/KONVENS 2020 - [c15]George-Eduard Zaharia, Andrei-Marius Avram, Dumitru-Clementin Cercel, Traian Rebedea:
Exploring the Power of Romanian BERT for Dialect Identification. VarDial@COLING 2020: 232-241 - [i6]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 abs/2009.02779 (2020) - [i5]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 abs/2009.02780 (2020) - [i4]Andrei Paraschiv, Dumitru-Clementin Cercel, Mihai Dascalu:
UPB at SemEval-2020 Task 11: Propaganda Detection with Domain-Specific Trained BERT. CoRR abs/2009.05289 (2020) - [i3]Andrei-Marius Avram, Dumitru-Clementin Cercel, Costin-Gabriel Chiru:
UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition Extraction. CoRR abs/2009.05603 (2020) - [i2]George-Eduard Zaharia, Dumitru-Clementin Cercel, Mihai Dascalu:
Cross-Lingual Transfer Learning for Complex Word Identification. CoRR abs/2010.01108 (2020) - [i1]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 abs/2010.13609 (2020)
2010 – 2019
- 2019
- [c14]Cristian Onose, Claudiu-Marcel Nedelcu, Dumitru-Clementin Cercel, Stefan Trausan-Matu:
A Hierarchical Attention Network for Bots and Gender Profiling. CLEF (Working Notes) 2019 - [c13]Cristian Onose, Dumitru-Clementin Cercel, Florin Pop:
Deep Learning for Solar Irradiance Forecasting. EGC 2019: 367-368 - [c12]Andrei Paraschiv, Dumitru-Clementin Cercel:
UPB at GermEval-2019 Task 2: BERT-Based Offensive Language Classification of German Tweets. KONVENS 2019 - [c11]Dan Bîna, George-Alexandru Vlad, Cristian Onose, Dumitru-Clementin Cercel:
Flood Severity Estimation in News Articles Using Deep Learning Approaches. MediaEval 2019 - 2017
- [c10]Dumitru-Clementin Cercel, Cristian Onose, Stefan Trausan-Matu, Florin Pop:
Exploiting Opinion Influence in Question Answering Systems. ICTAI 2017: 197-201 - [c9]Cosmin Grozea, Dumitru-Clementin Cercel, Cristian Onose, Stefan Trausan-Matu:
Atlas: News aggregation service. RoEduNet 2017: 1-6 - 2015
- [c8]Dumitru-Clementin Cercel, Stefan Trausan-Matu:
Modeling Post-level Sentiment Evolution in Online Forum Threads. ICAART (2) 2015: 588-593 - 2014
- [c7]Dumitru-Clementin Cercel, Stefan Trausan-Matu:
User-Level Opinion Propagation Analysis in Discussion Forum Threads. AIMSA 2014: 25-36 - [c6]Dumitru-Clementin Cercel, Stefan Trausan-Matu:
Opinion Influence Analysis in Online Forum Threads. SYNASC 2014: 228-235 - [c5]Dumitru-Clementin Cercel, Stefan Trausan-Matu:
Opinion Propagation in Online Social Networks: A Survey. WIMS 2014: 11:1-11:10 - 2013
- [c4]Dumitru-Clementin Cercel, Stefan Trausan-Matu, Julien Velcin:
Overview and Preliminary Results for a Opinions Summarizarion Method. CSCS 2013: 218-224 - [c3]Dumitru-Clementin Cercel, Stefan Trausan-Matu:
A POS Tagger analysed in collaboration environments and literary texts. EGC 2013: 287-292 - [c2]Dumitru-Clementin Cercel, Stefan Trausan-Matu:
The features-based evolution of the opinions in forums using a semantic summarization approach. ICSCS 2013: 222-227 - [c1]Dumitru-Clementin Cercel, Stefan Trausan-Matu:
Opinions Evolution in Forums Using a Semantic Summation Approach. RoCHI 2013
Coauthor Index
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