| DocSCAN: Unsupervised Text Classification via Learning from Neighbors | May 9, 2021 | ClassificationClustering | CodeCode Available | 1 | 5 |
| Language Through a Prism: A Spectral Approach for Multiscale Language Representations | Nov 9, 2020 | Part-Of-Speech TaggingTopic Classification | CodeCode Available | 1 | 5 |
| Explaining NLP Models via Minimal Contrastive Editing (MiCE) | Dec 27, 2020 | counterfactualMultiple-choice | CodeCode Available | 1 | 5 |
| Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering | Jul 6, 2021 | Active LearningObject Recognition | CodeCode Available | 1 | 5 |
| MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer | Nov 1, 2021 | Cross-Lingual TransferDocument Classification | CodeCode Available | 1 | 5 |
| Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning | Apr 13, 2022 | Cross-Lingual TransferLanguage Modelling | CodeCode Available | 1 | 5 |
| MasakhaNEWS: News Topic Classification for African languages | Apr 19, 2023 | ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function | Sep 8, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| BagBERT: BERT-based bagging-stacking for multi-topic classification | Nov 10, 2021 | ClassificationEnsemble Learning | CodeCode Available | 0 | 5 |
| Addressing Topic Granularity and Hallucination in Large Language Models for Topic Modelling | May 1, 2024 | HallucinationTopic Classification | CodeCode Available | 0 | 5 |
