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Text Classification

6,754 papers

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Papers

Mawqif: A Multi-label Arabic Dataset for Target-specific Stance Detection EMNLP 2022
Authorship Verification for Arabic Short Texts Using Arabic Knowledge-Base Model (AraKB) EMNLP 2022
Domain Adaptation for Arabic Crisis Response EMNLP 2022
Weakly and Semi-Supervised Learning for Arabic Text Classification using Monodialectal Language Models EMNLP 2022
Establishing a Baseline for Arabic Patents Classification: A Comparison of Twelve Approaches EMNLP 2022
AraDepSu: Detecting Depression and Suicidal Ideation in Arabic Tweets Using Transformers EMNLP 2022
Optimizing Naive Bayes for Arabic Dialect Identification EMNLP 2022
TF-IDF or Transformers for Arabic Dialect Identification? ITFLOWS participation in the NADI 2022 Shared Task EMNLP 2022
Domain-Adapted BERT-based Models for Nuanced Arabic Dialect Identification and Tweet Sentiment Analysis EMNLP 2022
Dialect & Sentiment Identification in Nuanced Arabic Tweets Using an Ensemble of Prompt-based, Fine-tuned, and Multitask BERT-Based Models EMNLP 2022
On The Arabic Dialects’ Identification: Overcoming Challenges of Geographical Similarities Between Arabic dialects and Imbalanced Datasets EMNLP 2022
Arabic dialect identification using machine learning and transformer-based models: Submission to the NADI 2022 Shared Task EMNLP 2022
Building an Ensemble of Transformer Models for Arabic Dialect Classification and Sentiment Analysis EMNLP 2022
AraProp at WANLP 2022 Shared Task: Leveraging Pre-Trained Language Models for Arabic Propaganda Detection EMNLP 2022
TUB at WANLP22 Shared Task: Using Semantic Similarity for Propaganda Detection in Arabic EMNLP 2022
SI2M & AIOX Labs at WANLP 2022 Shared Task: Propaganda Detection in Arabic, A Data Augmentation and Name Entity Recognition Approach EMNLP 2022
ChavanKane at WANLP 2022 Shared Task: Large Language Models for Multi-label Propaganda Detection EMNLP 2022
AraBERT Model for Propaganda Detection EMNLP 2022
AraBEM at WANLP 2022 Shared Task: Propaganda Detection in Arabic Tweets EMNLP 2022
IITD at WANLP 2022 Shared Task: Multilingual Multi-Granularity Network for Propaganda Detection EMNLP 2022
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction ICML 2022
Domain-Adaptive Text Classification with Structured Knowledge from Unlabeled Data IJCAI 2022
Robust Interpretable Text Classification against Spurious Correlations Using AND-rules with Negation IJCAI 2022
Clickbait Detection via Contrastive Variational Modelling of Text and Label IJCAI 2022
Contrastive Graph Transformer Network for Personality Detection IJCAI 2022