| CTM - A Model for Large-Scale Multi-View Tweet Topic Classification | Nov 16, 2021 | ClassificationTopic Classification | —Unverified | 0 |
| Prototypical Verbalizer for Prompt-based Few-shot Tuning | Nov 16, 2021 | Contrastive LearningEntity Typing | —Unverified | 0 |
| A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification | Nov 16, 2021 | ClassificationEntity Typing | —Unverified | 0 |
| BagBERT: BERT-based bagging-stacking for multi-topic classification | Nov 10, 2021 | ClassificationEnsemble Learning | CodeCode Available | 0 |
| Using Listeners’ Interpretations in Topic Classification of Song Lyrics | Nov 1, 2021 | ClassificationTopic Classification | —Unverified | 0 |
| 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 |
| n-stage Latent Dirichlet Allocation: A Novel Approach for LDA | Oct 16, 2021 | Sentiment AnalysisText Classification | CodeCode Available | 0 |
| A Multilingual Bag-of-Entities Model for Zero-Shot Cross-Lingual Text Classification | Oct 15, 2021 | ClassificationEntity Typing | —Unverified | 0 |
| Multi-granular Legal Topic Classification on Greek Legislation | Sep 30, 2021 | Classificationtext-classification | CodeCode Available | 0 |
| 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 |
| A Robust Cybersecurity Topic Classification Tool | Aug 30, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| 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 |
| Topic Classification on Spoken Documents Using Deep Acoustic and Linguistic Features | Jun 16, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| An Emotional Comfort Framework for Improving User Satisfaction in E-Commerce Customer Service Chatbots | Jun 1, 2021 | Answer SelectionEmotion Classification | —Unverified | 0 |
| KLUE: Korean Language Understanding Evaluation | May 20, 2021 | Dependency ParsingDialogue State Tracking | CodeCode Available | 1 |
| DocSCAN: Unsupervised Text Classification via Learning from Neighbors | May 9, 2021 | ClassificationClustering | CodeCode Available | 1 |
| MathBERT: A Pre-Trained Model for Mathematical Formula Understanding | May 2, 2021 | Headline GenerationInformation Retrieval | —Unverified | 0 |
| Entailment as Few-Shot Learner | Apr 29, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Are Classes Clusters? | Apr 16, 2021 | ClassificationClustering | —Unverified | 0 |
| Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling | Apr 11, 2021 | ClassificationCross-Lingual Transfer | CodeCode Available | 0 |
| ShufText: A Simple Black Box Approach to Evaluate the Fragility of Text Classification Models | Jan 30, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Explaining NLP Models via Minimal Contrastive Editing (MiCE) | Dec 27, 2020 | counterfactualMultiple-choice | 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 |
| Controlling the Interaction Between Generation and Inference in Semi-Supervised Variational Autoencoders Using Importance Weighting | Oct 13, 2020 | Sentiment AnalysisTopic Classification | CodeCode Available | 0 |
| Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages | Oct 7, 2020 | NERTopic Classification | CodeCode Available | 0 |
