| Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model | Jun 14, 2022 | Decision MakingNews Classification | CodeCode Available | 2 | 5 |
| IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages | Nov 8, 2020 | Genre classificationMultiple-choice | CodeCode Available | 1 | 5 |
| KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi | Oct 23, 2020 | ArticlesBenchmarking | CodeCode Available | 1 | 5 |
| Cross-lingual Evidence Improves Monolingual Fake News Detection | Aug 1, 2021 | Fake News DetectionNews Classification | CodeCode Available | 1 | 5 |
| AraCOVID19-MFH: Arabic COVID-19 Multi-label Fake News and Hate Speech Detection Dataset | May 7, 2021 | ArticlesDialect Identification | CodeCode Available | 1 | 5 |
| MasakhaNEWS: News Topic Classification for African languages | Apr 19, 2023 | ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Multiverse: Multilingual Evidence for Fake News Detection | Nov 25, 2022 | Fake News DetectionNews Classification | CodeCode Available | 1 | 5 |
| N24News: A New Dataset for Multimodal News Classification | Aug 30, 2021 | Classification | CodeCode Available | 1 | 5 |
| Evaluating Various Tokenizers for Arabic Text Classification | Jun 14, 2021 | ClassificationNews Classification | CodeCode Available | 1 | 5 |
| Tri-Learn Graph Fusion Network for Attributed Graph Clustering | Jul 18, 2025 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time | Nov 25, 2022 | Continual LearningDomain Generalization | CodeCode Available | 1 | 5 |
| LUX (Linguistic aspects Under eXamination): Discourse Analysis for Automatic Fake News Classification | Aug 1, 2021 | News Classification | CodeCode Available | 0 | 5 |
| Fake News Detection as Natural Language Inference | Jul 17, 2019 | Fake News DetectionManagement | CodeCode Available | 0 | 5 |
| Graph Convolutional Network for Swahili News Classification | Mar 16, 2021 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Does Transliteration Help Multilingual Language Modeling? | Jan 29, 2022 | DiversityLanguage Modeling | CodeCode Available | 0 | 5 |
| Transforming Fake News: Robust Generalisable News Classification Using Transformers | Sep 20, 2021 | ArticlesBinary Classification | CodeCode Available | 0 | 5 |
| Improving Black-box Robustness with In-Context Rewriting | Feb 13, 2024 | News Classificationtext-classification | CodeCode Available | 0 | 5 |
| Benchmarking Multilabel Topic Classification in the Kyrgyz Language | Aug 30, 2023 | BenchmarkingClassification | CodeCode Available | 0 | 5 |
| Do Sentence Interactions Matter? Leveraging Sentence Level Representations for Fake News Classification | Oct 27, 2019 | ArticlesFeature Engineering | CodeCode Available | 0 | 5 |
| BERT or FastText? A Comparative Analysis of Contextual as well as Non-Contextual Embeddings | Nov 26, 2024 | Hate Speech DetectionNews Classification | CodeCode Available | 0 | 5 |
| Accuracy of TextFooler black box adversarial attacks on 01 loss sign activation neural network ensemble | Feb 12, 2024 | Adversarial AttackClassification | CodeCode Available | 0 | 5 |
| RICo: Reddit ideological communities | Jun 5, 2024 | ArticlesNews Classification | CodeCode Available | 0 | 5 |
| Speed Reading: Learning to Read ForBackward via Shuttle | Oct 1, 2018 | Document ClassificationDocument Summarization | CodeCode Available | 0 | 5 |
| Explainable Tsetlin Machine framework for fake news detection with credibility score assessment | May 19, 2021 | Fact CheckingFake News Detection | CodeCode Available | 0 | 5 |
| Assessing Robustness of Text Classification through Maximal Safe Radius Computation | Oct 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Intrinsic User-Centric Interpretability through Global Mixture of Experts | Feb 5, 2024 | Mixture-of-ExpertsNews Classification | CodeCode Available | 0 | 5 |
| Exploring Tokenization Strategies and Vocabulary Sizes for Enhanced Arabic Language Models | Mar 17, 2024 | Computational EfficiencyHate Speech Detection | CodeCode Available | 0 | 5 |
| Knowledge Graph informed Fake News Classification via Heterogeneous Representation Ensembles | Oct 20, 2021 | ClassificationFake News Detection | CodeCode Available | 0 | 5 |
| Comprehensive dataset of user-submitted articles with ideological and extreme bias from Reddit | Aug 12, 2024 | ArticlesHoldout Set | CodeCode Available | 0 | 5 |
| Classifying the Ideological Orientation of User-Submitted Texts in Social Media | Dec 12, 2022 | ArticlesClassification | CodeCode Available | 0 | 5 |
| A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification | Mar 14, 2022 | Decision MakingDeep Learning | CodeCode Available | 0 | 5 |
| A Dataset and Strong Baselines for Classification of Czech News Texts | Jul 20, 2023 | ArticlesClassification | CodeCode Available | 0 | 5 |
| LLM Teacher-Student Framework for Text Classification With No Manually Annotated Data: A Case Study in IPTC News Topic Classification | Nov 29, 2024 | ArticlesClassification | CodeCode Available | 0 | 5 |
| Synthetic News Generation for Fake News Classification | Mar 31, 2025 | ArticlesClassification | —Unverified | 0 | 0 |
| TCGM: An Information-Theoretic Framework for Semi-Supervised Multi-Modality Learning | Jul 14, 2020 | Disease PredictionEmotion Recognition | —Unverified | 0 | 0 |
| The effect of stemming and lemmatization on Portuguese fake news text classification | Oct 17, 2023 | LemmatizationNews Classification | —Unverified | 0 | 0 |
| The Role of User Profile for Fake News Detection | Apr 30, 2019 | Fake News DetectionFeature Importance | —Unverified | 0 | 0 |
| The use of Data Augmentation as a technique for improving neural network accuracy in detecting fake news about COVID-19 | May 1, 2022 | Data AugmentationNews Classification | —Unverified | 0 | 0 |
| Transliteration: A Simple Technique For Improving Multilingual Language Modeling | Sep 29, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Word Embedding Algorithms as Generalized Low Rank Models and their Canonical Form | Nov 6, 2019 | FormNews Classification | —Unverified | 0 | 0 |
| A Hybrid Transformer Model for Fake News Detection: Leveraging Bayesian Optimization and Bidirectional Recurrent Unit | Feb 13, 2025 | Bayesian OptimizationFake News Detection | —Unverified | 0 | 0 |
| Analysis of Resource-efficient Predictive Models for Natural Language Processing | Nov 1, 2020 | BIG-bench Machine LearningEmotion Recognition | —Unverified | 0 | 0 |
| Analyzing ELMo and DistilBERT on Socio-political News Classification | May 1, 2020 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Analyzing the Generalizability of Deep Contextualized Language Representations For Text Classification | Mar 22, 2023 | Binary text classificationNews Classification | —Unverified | 0 | 0 |
| An Empirical Assessment of the Qualitative Aspects of Misinformation in Health News | Jun 1, 2021 | ArticlesFact Checking | —Unverified | 0 | 0 |
| An Empirical Survey of Data Augmentation for Limited Data Learning in NLP | Jun 14, 2021 | Data AugmentationNews Classification | —Unverified | 0 | 0 |
| An Empirical Survey of Data Augmentation \ Limited Data Learning in NLP | Aug 17, 2021 | Data AugmentationNews Classification | —Unverified | 0 | 0 |
| An Exploration of Unreliable News Classification in Brazil and The U.S | Jun 7, 2018 | ArticlesGeneral Classification | —Unverified | 0 | 0 |
| Applying LLMs to Active Learning: Towards Cost-Efficient Cross-Task Text Classification without Manually Labeled Data | Feb 24, 2025 | Active LearningClassification | —Unverified | 0 | 0 |
| A Self-Learning Multimodal Approach for Fake News Detection | Dec 8, 2024 | Contrastive LearningFake News Detection | —Unverified | 0 | 0 |
