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Related Papers
Benchmarking of Transformer-Based Pre-Trained Models on Social Media Text Classification Datasets
AbstractFree text data from social media is now widely used in natural language processing research, and one of the most common machine learning tasks performed on this data is classification. …...
Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually)
AbstractOne reason pretraining on self-supervised linguistic tasks is effective is that it teaches models features that are helpful for language understanding. However, we want pretrained models to learn not only …...
DLJUST at SemEval-2021 Task 7: Hahackathon: Linking Humor and Offense
AbstractHumor detection and rating poses interesting linguistic challenges to NLP; it is highly subjective depending on the perceptions of a joke and the context in which it is used. This …...
CLaC at SemEval-2023 Task 3: Language Potluck RoBERTa Detects Online Persuasion Techniques in a Multilingual Setup
AbstractThis paper presents our approach to the SemEval-2023 Task 3 to detect online persuasion techniques in a multilingual setup. Our classification system is based on the RoBERTa-base model trained predominantly …...