3 citations · 17 across the 45 of their papers we have counts for
6 papers · 1 filter
UPB at SemEval-2020 Task 12: Multilingual Offensive Language Detection on Social Media by Fine-tuning a Variety of BERT-based Models
Mircea-Adrian Tanase, Dumitru-Clementin Cercel, Costin-Gabriel Chiru
Offensive language detection is one of the most challenging problem in the natural language processing field, being imposed by the rising presence of this phenomenon in online soci…
Cross-Lingual Transfer Learning for Complex Word Identification
George-Eduard Zaharia, Dumitru-Clementin Cercel, Mihai Dascalu
Complex Word Identification (CWI) is a task centered on detecting hard-to-understand words, or groups of words, in texts from different areas of expertise. The purpose of CWI is to…
UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition Extraction
Andrei-Marius Avram, Dumitru-Clementin Cercel, Costin-Gabriel Chiru
This work presents our contribution in the context of the 6th task of SemEval-2020: Extracting Definitions from Free Text in Textbooks (DeftEval). This competition consists of thre…
UPB at SemEval-2020 Task 11: Propaganda Detection with Domain-Specific Trained BERT
Andrei Paraschiv, Dumitru-Clementin Cercel, Mihai Dascalu
Manipulative and misleading news have become a commodity for some online news outlets and these news have gained a significant impact on the global mindset of people. Propaganda is…
UPB at SemEval-2020 Task 9: Identifying Sentiment in Code-Mixed Social Media Texts using Transformers and Multi-Task Learning
George-Eduard Zaharia, George-Alexandru Vlad, Dumitru-Clementin Cercel +2
Sentiment analysis is a process widely used in opinion mining campaigns conducted today. This phenomenon presents applications in a variety of fields, especially in collecting info…
UPB at SemEval-2020 Task 8: Joint Textual and Visual Modeling in a Multi-Task Learning Architecture for Memotion Analysis
George-Alexandru Vlad, George-Eduard Zaharia, Dumitru-Clementin Cercel +2
Users from the online environment can create different ways of expressing their thoughts, opinions, or conception of amusement. Internet memes were created specifically for these s…