| Prototypical Verbalizer for Prompt-based Few-shot Tuning | Mar 18, 2022 | Contrastive LearningEntity Typing | CodeCode Available | 4 | 5 |
| Explaining NLP Models via Minimal Contrastive Editing (MiCE) | Dec 27, 2020 | counterfactualMultiple-choice | CodeCode Available | 1 | 5 |
| 2kenize: Tying Subword Sequences for Chinese Script Conversion | May 7, 2020 | General ClassificationTopic Classification | CodeCode Available | 1 | 5 |
| Hierarchical Multi-Label Classification of Scientific Documents | Nov 5, 2022 | ClassificationHierarchical Multi-label Classification | CodeCode Available | 1 | 5 |
| Hierarchical Transformers for Long Document Classification | Oct 23, 2019 | ClassificationDocument Classification | CodeCode Available | 1 | 5 |
| DocSCAN: Unsupervised Text Classification via Learning from Neighbors | May 9, 2021 | ClassificationClustering | 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 |
| Zero-Shot Text Classification via Self-Supervised Tuning | May 19, 2023 | ClassificationSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Cross-Lingual Adaptation using Structural Correspondence Learning | Aug 4, 2010 | ClassificationDomain Adaptation | 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 |
| 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 | 5 |
| Entailment as Few-Shot Learner | Apr 29, 2021 | Contrastive LearningData Augmentation | 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 |
| 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 | 5 |
| Polyglot Prompt: Multilingual Multitask PrompTraining | Apr 29, 2022 | named-entity-recognitionNamed Entity Recognition | 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 |
| TEMPERA: Test-Time Prompting via Reinforcement Learning | Nov 21, 2022 | Few-Shot LearningNatural Language Inference | CodeCode Available | 1 | 5 |
| Label Semantic Aware Pre-training for Few-shot Text Classification | Apr 14, 2022 | ClassificationFew-Shot Text Classification | CodeCode Available | 1 | 5 |
| KLUE: Korean Language Understanding Evaluation | May 20, 2021 | Dependency ParsingDialogue State Tracking | CodeCode Available | 1 | 5 |
| In-Context Learning with Iterative Demonstration Selection | Oct 15, 2023 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 | 5 |
| HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient Korea | Oct 11, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 | 5 |
| L3Cube-IndicNews: News-based Short Text and Long Document Classification Datasets in Indic Languages | Jan 4, 2024 | ArticlesClassification | CodeCode Available | 1 | 5 |
| 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 | 5 |
| SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation | May 16, 2024 | Bias DetectionDiversity | CodeCode Available | 1 | 5 |
| 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 | 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 |
| Newswire: A Large-Scale Structured Database of a Century of Historical News | Jun 13, 2024 | ArticlesEntity Disambiguation | CodeCode Available | 1 | 5 |
| Addressing Topic Granularity and Hallucination in Large Language Models for Topic Modelling | May 1, 2024 | HallucinationTopic Classification | CodeCode Available | 0 | 5 |
| BagBERT: BERT-based bagging-stacking for multi-topic classification | Nov 10, 2021 | ClassificationEnsemble Learning | CodeCode Available | 0 | 5 |
| A Multi-Task Benchmark for Abusive Language Detection in Low-Resource Settings | May 17, 2025 | Abusive LanguageTopic Classification | CodeCode Available | 0 | 5 |
| A Video Is Worth 4096 Tokens: Verbalize Videos To Understand Them In Zero Shot | May 16, 2023 | Emotion ClassificationQuestion Answering | CodeCode Available | 0 | 5 |
| Machine-assisted quantitizing designs: augmenting humanities and social sciences with artificial intelligence | Sep 24, 2023 | BenchmarkingChange Detection | CodeCode Available | 0 | 5 |
| Automatic Classification of News Subjects in Broadcast News: Application to a Gender Bias Representation Analysis | Jul 19, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Low-Resource Language Processing: An OCR-Driven Summarization and Translation Pipeline | May 16, 2025 | Abstractive Text SummarizationLanguage Modeling | 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 |
| A thorough benchmark of automatic text classification: From traditional approaches to large language models | Apr 2, 2025 | Sentiment Analysistext-classification | CodeCode Available | 0 | 5 |
| Leap-LSTM: Enhancing Long Short-Term Memory for Text Categorization | May 28, 2019 | General ClassificationMachine Translation | CodeCode Available | 0 | 5 |
| Active learning in annotating micro-blogs dealing with e-reputation | Jun 16, 2017 | Active LearningInformation Retrieval | CodeCode Available | 0 | 5 |
| Inference and Verbalization Functions During In-Context Learning | Oct 12, 2024 | In-Context LearningNatural Language Inference | CodeCode Available | 0 | 5 |
| Izindaba-Tindzaba: Machine learning news categorisation for Long and Short Text for isiZulu and Siswati | Jun 12, 2023 | Classificationregression | CodeCode Available | 0 | 5 |
| Controlling the Interaction Between Generation and Inference in Semi-Supervised Variational Autoencoders Using Importance Weighting | Oct 13, 2020 | Sentiment AnalysisTopic Classification | CodeCode Available | 0 | 5 |
| Give your Text Representation Models some Love: the Case for Basque | Mar 31, 2020 | General ClassificationNER | CodeCode Available | 0 | 5 |
| Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods | Oct 13, 2022 | Abstractive Text SummarizationFeature Importance | CodeCode Available | 0 | 5 |
| Optimal and efficient text counterfactuals using Graph Neural Networks | Aug 4, 2024 | counterfactualDecision Making | CodeCode Available | 0 | 5 |
| Leveraging QA Datasets to Improve Generative Data Augmentation | May 25, 2022 | Common Sense ReasoningData Augmentation | CodeCode Available | 0 | 5 |
| From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information | Aug 24, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| ConCET: Entity-Aware Topic Classification for Open-Domain Conversational Agents | May 28, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| An Overview of the Active Gene Annotation Corpus and the BioNLP OST 2019 AGAC Track Tasks | Nov 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 | 5 |
| Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling | Apr 11, 2021 | ClassificationCross-Lingual Transfer | CodeCode Available | 0 | 5 |
