| Tri-Learn Graph Fusion Network for Attributed Graph Clustering | Jul 18, 2025 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Climate-Eval: A Comprehensive Benchmark for NLP Tasks Related to Climate Change | May 24, 2025 | News ClassificationQuestion Answering | —Unverified | 0 |
| Synthetic News Generation for Fake News Classification | Mar 31, 2025 | ArticlesClassification | —Unverified | 0 |
| Applying LLMs to Active Learning: Towards Cost-Efficient Cross-Task Text Classification without Manually Labeled Data | Feb 24, 2025 | Active LearningClassification | —Unverified | 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 |
| A Self-Learning Multimodal Approach for Fake News Detection | Dec 8, 2024 | Contrastive LearningFake News Detection | —Unverified | 0 |
| 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 |
| BERT or FastText? A Comparative Analysis of Contextual as well as Non-Contextual Embeddings | Nov 26, 2024 | Hate Speech DetectionNews Classification | CodeCode Available | 0 |
| On Limitations of LLM as Annotator for Low Resource Languages | Nov 26, 2024 | Hate Speech DetectionNews Classification | —Unverified | 0 |
| Comprehensive dataset of user-submitted articles with ideological and extreme bias from Reddit | Aug 12, 2024 | ArticlesHoldout Set | CodeCode Available | 0 |
| RICo: Reddit ideological communities | Jun 5, 2024 | ArticlesNews Classification | CodeCode Available | 0 |
| CANAL -- Cyber Activity News Alerting Language Model: Empirical Approach vs. Expensive LLM | May 10, 2024 | ArticlesFew-Shot Learning | —Unverified | 0 |
| EthioMT: Parallel Corpus for Low-resource Ethiopian Languages | Mar 28, 2024 | Machine TranslationNews Classification | —Unverified | 0 |
| Exploring Tokenization Strategies and Vocabulary Sizes for Enhanced Arabic Language Models | Mar 17, 2024 | Computational EfficiencyHate Speech Detection | CodeCode Available | 0 |
| Improving Black-box Robustness with In-Context Rewriting | Feb 13, 2024 | News Classificationtext-classification | CodeCode Available | 0 |
| Accuracy of TextFooler black box adversarial attacks on 01 loss sign activation neural network ensemble | Feb 12, 2024 | Adversarial AttackClassification | CodeCode Available | 0 |
| Intrinsic User-Centric Interpretability through Global Mixture of Experts | Feb 5, 2024 | Mixture-of-ExpertsNews Classification | CodeCode Available | 0 |
| LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization | Jan 11, 2024 | intent-classificationIntent Classification | —Unverified | 0 |
| The effect of stemming and lemmatization on Portuguese fake news text classification | Oct 17, 2023 | LemmatizationNews Classification | —Unverified | 0 |
| Benchmarking Multilabel Topic Classification in the Kyrgyz Language | Aug 30, 2023 | BenchmarkingClassification | CodeCode Available | 0 |
| Developing and Evaluating Tiny to Medium-Sized Turkish BERT Models | Jul 26, 2023 | ClassificationComputational Efficiency | —Unverified | 0 |
| A Dataset and Strong Baselines for Classification of Czech News Texts | Jul 20, 2023 | ArticlesClassification | CodeCode Available | 0 |
| Don't Retrain, Just Rewrite: Countering Adversarial Perturbations by Rewriting Text | May 25, 2023 | Adversarial RobustnessClassification | —Unverified | 0 |
| MasakhaNEWS: News Topic Classification for African languages | Apr 19, 2023 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Analyzing the Generalizability of Deep Contextualized Language Representations For Text Classification | Mar 22, 2023 | Binary text classificationNews Classification | —Unverified | 0 |
| Classifying the Ideological Orientation of User-Submitted Texts in Social Media | Dec 12, 2022 | ArticlesClassification | CodeCode Available | 0 |
| Wild-Time: A Benchmark of in-the-Wild Distribution Shift over Time | Nov 25, 2022 | Continual LearningDomain Generalization | CodeCode Available | 1 |
| Multiverse: Multilingual Evidence for Fake News Detection | Nov 25, 2022 | Fake News DetectionNews Classification | CodeCode Available | 1 |
| Machine and Deep Learning Methods with Manual and Automatic Labelling for News Classification in Bangla Language | Oct 19, 2022 | ArticlesClassification | —Unverified | 0 |
| Potrika: Raw and Balanced Newspaper Datasets in the Bangla Language with Eight Topics and Five Attributes | Oct 17, 2022 | ArticlesNews Classification | —Unverified | 0 |
| BaIT: Barometer for Information Trustworthiness | Jun 15, 2022 | Data AugmentationNatural Language Inference | —Unverified | 0 |
| Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model | Jun 14, 2022 | Decision MakingNews Classification | CodeCode Available | 2 |
| Lifelong Learning Natural Language Processing Approach for Multilingual Data Classification | May 25, 2022 | ClassificationFake News Detection | —Unverified | 0 |
| MiDAS: Multi-integrated Domain Adaptive Supervision for Fake News Detection | May 19, 2022 | Domain AdaptationFake News Detection | —Unverified | 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 |
| 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 |
| Does Transliteration Help Multilingual Language Modeling? | Jan 29, 2022 | DiversityLanguage Modeling | CodeCode Available | 0 |
| Automated Fake News Detection using cross-checking with reliable sources | Jan 1, 2022 | Fake News DetectionMisinformation | —Unverified | 0 |
| Rethinking News Text Classification from a Timeliness Perspective under the Pre-training and Fine-tuning Paradigm | Nov 16, 2021 | ClassificationNews Classification | —Unverified | 0 |
| Knowledge Graph informed Fake News Classification via Heterogeneous Representation Ensembles | Oct 20, 2021 | ClassificationFake News Detection | CodeCode Available | 0 |
| Transliteration: A Simple Technique For Improving Multilingual Language Modeling | Sep 29, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Transforming Fake News: Robust Generalisable News Classification Using Transformers | Sep 20, 2021 | ArticlesBinary Classification | CodeCode Available | 0 |
| On the Usefulness of Personality Traits in Opinion-oriented Tasks | Sep 1, 2021 | Authorship VerificationClassification | —Unverified | 0 |
| N24News: A New Dataset for Multimodal News Classification | Aug 30, 2021 | Classification | CodeCode Available | 1 |
| An Empirical Survey of Data Augmentation \ Limited Data Learning in NLP | Aug 17, 2021 | Data AugmentationNews Classification | —Unverified | 0 |
| Leveraging Commonsense Knowledge on Classifying False News and Determining Checkworthiness of Claims | Aug 8, 2021 | Fact CheckingLanguage Modeling | —Unverified | 0 |
| LUX (Linguistic aspects Under eXamination): Discourse Analysis for Automatic Fake News Classification | Aug 1, 2021 | News Classification | CodeCode Available | 0 |
| Cross-lingual Evidence Improves Monolingual Fake News Detection | Aug 1, 2021 | Fake News DetectionNews Classification | CodeCode Available | 1 |
| Large-Scale News Classification using BERT Language Model: Spark NLP Approach | Jul 14, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Evaluating Various Tokenizers for Arabic Text Classification | Jun 14, 2021 | ClassificationNews Classification | CodeCode Available | 1 |
