Dumitru-Clementin Cercel
26 papers · 2019–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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🗺️ Taxonomy Completionist (38) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Topic Evolution
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Machine Learning
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text classification
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multi-task learning
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adversarial training
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question answering
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domain adaptation
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dialect identification
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large language model
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multilingual model
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few-shot learning
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graph convolutional network
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sentiment analysis
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named entity recognition
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transfer learning
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multilingual nlp
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sequence labeling
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zero-shot learning
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bert model
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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
Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain Setups
EMNLP 2024
RoQLlama: A Lightweight Romanian Adapted Language Model
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
Legal Named Entity Recognition with Multi-Task Domain Adaptation
EMNLP 2022
UPB at SemEval-2022 Task 5: Enhancing UNITER with Image Sentiment and Graph Convolutional Networks for Multimedia Automatic Misogyny Identification
SemEval 2022
Dialect Identification through Adversarial Learning and Knowledge Distillation on Romanian BERT
EACL 2021
Transformer-based Multi-Task Learning for Adverse Effect Mention Analysis in Tweets
NAACL 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 5: Virtual Adversarial Training for Toxic Spans Detection
SemEval 2021
UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense
SemEval 2021
UPB at SemEval-2021 Task 8: Extracting Semantic Information on Measurements as Multi-Turn Question Answering
SemEval 2021
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 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
UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition Extraction
SemEval 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