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Dumitru-Clementin Cercel

40 papers · 2019–2026 · 8 conferences · across top CS/AI conferences

Achievements

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+11 more ↓ 🐝 Cross-Pollinator (11) 🧭 Keyword Pioneer πŸƒ Academic Marathon (6) 🌍 Conference Polyglot (8) 🌈 Renaissance Researcher (6)
🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (43) πŸ† Keyword Champion (5) πŸ”¬ Deep Specialist (12) 🧬 Topic Evolution 🀝 Dynamic Duo (19) πŸ—ƒοΈ Keyword Collector (134) ⚑ Prolific Year (13) πŸ”₯ Unstoppable (7) πŸ’Ž Century Club (39)

Conferences

SEMEVAL (10) COLING (9) ACL (5) EMNLP (5) IJCNLP (4) EACL (3) NAACL (3) AAAI (1)

Top co-authors

Mihai Dascalu (19) Andrei-Marius Avram (14) George-Eduard Zaharia (13) Răzvan-Alexandru Smădu (8) Costin Chiru (8) Andrei Paraschiv (7) Mihaela-Claudia Cercel (6) Florin Pop (5) George-Alexandru Vlad (5) Traian Rebedea (4)

Keywords

multi-task learning (10) text classification (9) transfer learning (6) graph convolutional network (5) capsule network (5) adversarial training (5) question answering (4) transformer model (4) conditional random field (4) lexical complexity prediction (4) multilingual model (3) adversarial learning (3) dialect identification (3) multilingual nlp (3) sentiment analysis (3) virtual adversarial training (3) named entity recognition (3) semi-supervised learning (3) bert model (3) multimodal learning (3)

Papers

RoD-TAL: A Benchmark for Answering Questions in Romanian Driving License Exams EACL 2026 GRAF: Graph Retrieval Augmented by Facts for Romanian Legal Multi-Choice Question Answering ACL 2025 MoRoVoc: A Large Dataset for Geographical Variation Identification of the Spoken Romanian Language EMNLP 2025 RoLargeSum: A Large Dialect-Aware Romanian News Dataset for Summary, Headline, and Keyword Generation COLING 2025 RoQLlama: A Lightweight Romanian Adapted Language Model EMNLP 2024 Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain Setups EMNLP 2024 Romanian Multiword Expression Detection Using Multilingual Adversarial Training and Lateral Inhibition EACL 2023 TA-DA: Topic-Aware Domain Adaptation for Scientific Keyphrase Identification and Classification (Student Abstract) AAAI 2023 UPB at SemEval-2022 Task 5: Enhancing UNITER with Image Sentiment and Graph Convolutional Networks for Multimedia Automatic Misogyny Identification SEMEVAL 2022 UPB at SemEval-2022 Task 5: Enhancing UNITER with Image Sentiment and Graph Convolutional Networks for Multimedia Automatic Misogyny Identification NAACL 2022 Legal Named Entity Recognition with Multi-Task Domain Adaptation EMNLP 2022 UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense ACL 2021 UPB at SemEval-2021 Task 1: Combining Deep Learning and Hand-Crafted Features for Lexical Complexity Prediction ACL 2021 Dialect Identification through Adversarial Learning and Knowledge Distillation on Romanian BERT EACL 2021 UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection ACL 2021 UPB at SemEval-2021 Task 8: Extracting Semantic Information on Measurements as Multi-Turn Question Answering ACL 2021 UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection IJCNLP 2021 UPB at SemEval-2021 Task 8: Extracting Semantic Information on Measurements as Multi-Turn Question Answering IJCNLP 2021 UPB at SemEval-2021 Task 1: Combining Deep Learning and Hand-Crafted Features for Lexical Complexity Prediction IJCNLP 2021 UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense IJCNLP 2021 Transformer-based Multi-Task Learning for Adverse Effect Mention Analysis in Tweets NAACL 2021 UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection SEMEVAL 2021 UPB at SemEval-2021 Task 8: Extracting Semantic Information on Measurements as Multi-Turn Question Answering SEMEVAL 2021 UPB at SemEval-2021 Task 1: Combining Deep Learning and Hand-Crafted Features for Lexical Complexity Prediction SEMEVAL 2021 UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense SEMEVAL 2021 UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition Extraction COLING 2020 UPB at SemEval-2020 Task 11: Propaganda Detection with Domain-Specific Trained BERT SEMEVAL 2020 UPB at SemEval-2020 Task 12: Multilingual Offensive Language Detection on Social Media by Fine-tuning a Variety of BERT-based Models SEMEVAL 2020 Approaching SMM4H 2020 with Ensembles of BERT Flavours COLING 2020 Exploring the Power of Romanian BERT for Dialect Identification COLING 2020 UPB at FinCausal-2020, Tasks 1 & 2: Causality Analysis in Financial Documents using Pretrained Language Models COLING 2020 UPB at SemEval-2020 Task 8: Joint Textual and Visual Modeling in a Multi-Task Learning Architecture for Memotion Analysis COLING 2020 UPB at SemEval-2020 Task 12: Multilingual Offensive Language Detection on Social Media by Fine-tuning a Variety of BERT-based Models COLING 2020 UPB at SemEval-2020 Task 11: Propaganda Detection with Domain-Specific Trained BERT COLING 2020 UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition Extraction SEMEVAL 2020 UPB at SemEval-2020 Task 9: Identifying Sentiment in Code-Mixed Social Media Texts Using Transformers and Multi-Task Learning COLING 2020 UPB at SemEval-2020 Task 8: Joint Textual and Visual Modeling in a Multi-Task Learning Architecture for Memotion Analysis SEMEVAL 2020 UPB at SemEval-2020 Task 9: Identifying Sentiment in Code-Mixed Social Media Texts Using Transformers and Multi-Task Learning SEMEVAL 2020 SC-UPB at the VarDial 2019 Evaluation Campaign: Moldavian vs. Romanian Cross-Dialect Topic Identification NAACL 2019 Sentence-Level Propaganda Detection in News Articles with Transfer Learning and BERT-BiLSTM-Capsule Model EMNLP 2019