| Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language Inference | Nov 5, 2022 | Language ModellingNatural Language Inference | CodeCode Available | 0 |
| PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure Text | Oct 22, 2022 | ArticlesNamed Entity Recognition | CodeCode Available | 0 |
| Synergy with Translation Artifacts for Training and Inference in Multilingual Tasks | Oct 18, 2022 | SentenceSentence Classification | CodeCode Available | 0 |
| Multi-granularity Argument Mining in Legal Texts | Oct 17, 2022 | Argument MiningClassification | —Unverified | 0 |
| Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers | Oct 11, 2022 | SentenceSentence Classification | —Unverified | 0 |
| Metaphorical Paraphrase Generation: Feeding Metaphorical Language Models with Literal Texts | Oct 10, 2022 | Data AugmentationParaphrase Generation | —Unverified | 0 |
| Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification Tasks | Oct 1, 2022 | ClassificationLanguage Modeling | CodeCode Available | 0 |
| Coordination Generation via Synchronized Text-Infilling | Oct 1, 2022 | Data AugmentationSentence | —Unverified | 0 |
| Effective Data Augmentation for Sentence Classification Using One VAE per Class | Oct 1, 2022 | Binary ClassificationData Augmentation | —Unverified | 0 |
| NSP-BERT: A Prompt-based Few-Shot Learner through an Original Pre-training Task —— Next Sentence Prediction | Oct 1, 2022 | Entity LinkingLanguage Modeling | —Unverified | 0 |