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08/16/2023
SkinDistilViT: Lightweight Vision Transformer for Skin Lesion Classification
Skin cancer is a treatable disease if discovered early. We provide a pro...
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08/04/2023
From Fake to Hyperpartisan News Detection Using Domain Adaptation
Unsupervised Domain Adaptation (UDA) is a popular technique that aims to...
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08/02/2023
UPB at IberLEF-2023 AuTexTification: Detection of Machine-Generated Text using Transformer Ensembles
This paper describes the solutions submitted by the UPB team to the AuTe...
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06/30/2023
Towards Improving the Performance of Pre-Trained Speech Models for Low-Resource Languages Through Lateral Inhibition
With the rise of bidirectional encoder representations from Transformer ...
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06/17/2023
Multilingual Multiword Expression Identification Using Lateral Inhibition and Domain Adaptation
Correctly identifying multiword expressions (MWEs) is an important task ...
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06/13/2023
Adversarial Capsule Networks for Romanian Satire Detection and Sentiment Analysis
Satire detection and sentiment analysis are intensively explored natural...
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06/11/2023
RoBERTweet: A BERT Language Model for Romanian Tweets
Developing natural language processing (NLP) systems for social media an...
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04/22/2023
Romanian Multiword Expression Detection Using Multilingual Adversarial Training and Lateral Inhibition
Multiword expressions are a key ingredient for developing large-scale an...
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12/30/2022
TA-DA: Topic-Aware Domain Adaptation for Scientific Keyphrase Identification and Classification (Student Abstract)
Keyphrase identification and classification is a Natural Language Proces...
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05/29/2022
UPB at SemEval-2022 Task 5: Enhancing UNITER with Image Sentiment and Graph Convolutional Networks for Multimedia Automatic Misogyny Identification
In recent times, the detection of hate-speech, offensive, or abusive lan...
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05/15/2022
Domain Adaptation in Multilingual and Multi-Domain Monolingual Settings for Complex Word Identification
Complex word identification (CWI) is a cornerstone process towards prope...
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12/23/2021
Distilling the Knowledge of Romanian BERTs Using Multiple Teachers
Running large-scale pre-trained language models in computationally const...
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04/17/2021
UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection
The real-world impact of polarization and toxicity in the online sphere ...
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04/14/2021
UPB at SemEval-2021 Task 1: Combining Deep Learning and Hand-Crafted Features for Lexical Complexity Prediction
Reading is a complex process which requires proper understanding of text...
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04/13/2021
UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense
Detecting humor is a challenging task since words might share multiple v...
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04/09/2021
UPB at SemEval-2021 Task 8: Extracting Semantic Information on Measurements as Multi-Turn Question Answering
Extracting semantic information on measurements and counts is an importa...
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10/26/2020
UPB at SemEval-2020 Task 12: Multilingual Offensive Language Detection on Social Media by Fine-tuning a Variety of BERT-based Models
Offensive language detection is one of the most challenging problem in t...
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10/02/2020
Cross-Lingual Transfer Learning for Complex Word Identification
Complex Word Identification (CWI) is a task centered on detecting hard-t...
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09/11/2020
UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition Extraction
This work presents our contribution in the context of the 6th task of Se...
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09/11/2020
UPB at SemEval-2020 Task 11: Propaganda Detection with Domain-Specific Trained BERT
Manipulative and misleading news have become a commodity for some online...
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09/06/2020
UPB at SemEval-2020 Task 9: Identifying Sentiment in Code-Mixed Social Media Texts using Transformers and Multi-Task Learning
Sentiment analysis is a process widely used in opinion mining campaigns ...
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09/06/2020