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Text Classification

6,754 papers

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Papers

Machine Learning-Based Approach for Arabic Dialect Identification EACL 2021
Overview of the WANLP 2021 Shared Task on Sarcasm and Sentiment Detection in Arabic EACL 2021
WANLP 2021 Shared-Task: Towards Irony and Sentiment Detection in Arabic Tweets using Multi-headed-LSTM-CNN-GRU and MaRBERT EACL 2021
Sarcasm and Sentiment Detection In Arabic Tweets Using BERT-based Models and Data Augmentation EACL 2021
ArSarcasm Shared Task: An Ensemble BERT Model for SarcasmDetection in Arabic Tweets EACL 2021
Deep Multi-Task Model for Sarcasm Detection and Sentiment Analysis in Arabic Language EACL 2021
A Contextual Word Embedding for Arabic Sarcasm Detection with Random Forests EACL 2021
Combining Context-Free and Contextualized Representations for Arabic Sarcasm Detection and Sentiment Identification EACL 2021
Leveraging Offensive Language for Sarcasm and Sentiment Detection in Arabic EACL 2021
AraBERT and Farasa Segmentation Based Approach For Sarcasm and Sentiment Detection in Arabic Tweets EACL 2021
Disentangling Document Topic and Author Gender in Multiple Languages: Lessons for Adversarial Debiasing EACL 2021
FEEL-IT: Emotion and Sentiment Classification for the Italian Language EACL 2021
Emotion-Aware, Emotion-Agnostic, or Automatic: Corpus Creation Strategies to Obtain Cognitive Event Appraisal Annotations EACL 2021
Hate Towards the Political Opponent: A Twitter Corpus Study of the 2020 US Elections on the Basis of Offensive Speech and Stance Detection EACL 2021
Synthetic Examples Improve Cross-Target Generalization: A Study on Stance Detection on a Twitter corpus. EACL 2021
L3CubeMahaSent: A Marathi Tweet-based Sentiment Analysis Dataset EACL 2021
Multi-Emotion Classification for Song Lyrics EACL 2021
ONE: Toward ONE model, ONE algorithm, ONE corpus dedicated to sentiment analysis of Arabic/Arabizi and its dialects EACL 2021
Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context EMNLP 2021
Idiosyncratic but not Arbitrary: Learning Idiolects in Online Registers Reveals Distinctive yet Consistent Individual Styles EMNLP 2021
GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation EMNLP 2021
Multitask Semi-Supervised Learning for Class-Imbalanced Discourse Classification EMNLP 2021
Adversarial Scrubbing of Demographic Information for Text Classification EMNLP 2021
Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data EMNLP 2021
Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus EMNLP 2021