| Prototypical Verbalizer for Prompt-based Few-shot Tuning | Mar 18, 2022 | Contrastive LearningEntity Typing | CodeCode Available | 4 |
| Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function | Sep 8, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| DocSCAN: Unsupervised Text Classification via Learning from Neighbors | May 9, 2021 | ClassificationClustering | CodeCode Available | 1 |
| LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons | Feb 21, 2024 | Sentiment AnalysisTopic Classification | CodeCode Available | 1 |
| Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning | Apr 13, 2022 | Cross-Lingual TransferLanguage Modelling | CodeCode Available | 1 |
| Newswire: A Large-Scale Structured Database of a Century of Historical News | Jun 13, 2024 | ArticlesEntity Disambiguation | CodeCode Available | 1 |
| Hierarchical Transformers for Long Document Classification | Oct 23, 2019 | ClassificationDocument Classification | CodeCode Available | 1 |
| Hierarchical Multi-Label Classification of Scientific Documents | Nov 5, 2022 | ClassificationHierarchical Multi-label Classification | CodeCode Available | 1 |
| KLUE: Korean Language Understanding Evaluation | May 20, 2021 | Dependency ParsingDialogue State Tracking | CodeCode Available | 1 |
| Language Through a Prism: A Spectral Approach for Multiscale Language Representations | Nov 9, 2020 | Part-Of-Speech TaggingTopic Classification | CodeCode Available | 1 |
| MultiEURLEX -- A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer | Sep 2, 2021 | Cross-Lingual TransferDocument Classification | CodeCode Available | 1 |
| 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 |
| GrEmLIn: A Repository of Green Baseline Embeddings for 87 Low-Resource Languages Injected with Multilingual Graph Knowledge | Sep 26, 2024 | Natural Language InferenceSentiment Analysis | CodeCode Available | 1 |
| Polyglot Prompt: Multilingual Multitask PrompTraining | Apr 29, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| 2kenize: Tying Subword Sequences for Chinese Script Conversion | May 7, 2020 | General ClassificationTopic Classification | CodeCode Available | 1 |
| Cross-Lingual Adaptation using Structural Correspondence Learning | Aug 4, 2010 | ClassificationDomain Adaptation | CodeCode Available | 1 |
| Entailment as Few-Shot Learner | Apr 29, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Explaining NLP Models via Minimal Contrastive Editing (MiCE) | Dec 27, 2020 | counterfactualMultiple-choice | CodeCode Available | 1 |
| HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient Korea | Oct 11, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| In-Context Learning with Iterative Demonstration Selection | Oct 15, 2023 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 |
| L3Cube-IndicNews: News-based Short Text and Long Document Classification Datasets in Indic Languages | Jan 4, 2024 | ArticlesClassification | CodeCode Available | 1 |
| Label Semantic Aware Pre-training for Few-shot Text Classification | Apr 14, 2022 | ClassificationFew-Shot Text Classification | CodeCode Available | 1 |
| MasakhaNEWS: News Topic Classification for African languages | Apr 19, 2023 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| 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 |
| SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects | Sep 14, 2023 | Cross-Lingual TransferLanguage Modelling | CodeCode Available | 1 |
