| Emoji Prediction from Twitter Data using Deep Learning Approach | Oct 4, 2021 | Deep LearningMulti-class Classification | CodeCode Available | 1 |
| Revisiting Self-Training for Few-Shot Learning of Language Model | Oct 4, 2021 | BenchmarkingFew-Shot Learning | CodeCode Available | 1 |
| Aspect Sentiment Quad Prediction as Paraphrase Generation | Oct 2, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Joint Entity and Relation Extraction from Scientific Documents: Role of Linguistic Information and Entity Types | Sep 30, 2021 | ArticlesJoint Entity and Relation Extraction | CodeCode Available | 1 |
| Template-free Prompt Tuning for Few-shot NER | Sep 28, 2021 | Few-Shot LearningFew-shot NER | CodeCode Available | 1 |
| Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations | Sep 27, 2021 | Contrastive LearningLanguage Modelling | CodeCode Available | 1 |
| Parallel Refinements for Lexically Constrained Text Generation with BART | Sep 26, 2021 | DecoderDiversity | CodeCode Available | 1 |
| DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings | Sep 26, 2021 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
| SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction | Sep 24, 2021 | Data AugmentationDocument-level Relation Extraction | CodeCode Available | 1 |
| Something Old, Something New: Grammar-based CCG Parsing with Transformer Models | Sep 21, 2021 | CCG SupertaggingSentence | CodeCode Available | 1 |
