| Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding | May 23, 2022 | Natural Language UnderstandingNER | CodeCode Available | 1 |
| Towards Automated Document Revision: Grammatical Error Correction, Fluency Edits, and Beyond | May 23, 2022 | Grammatical Error CorrectionLanguage Modelling | CodeCode Available | 1 |
| Towards Opening the Black Box of Neural Machine Translation: Source and Target Interpretations of the Transformer | May 23, 2022 | DecoderMachine Translation | CodeCode Available | 1 |
| Phrase-level Textual Adversarial Attack with Label Preservation | May 22, 2022 | Adversarial AttackSentence | CodeCode Available | 1 |
| Summarization as Indirect Supervision for Relation Extraction | May 19, 2022 | RelationRelation Extraction | CodeCode Available | 1 |
| A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction | May 19, 2022 | Contrastive LearningRelation | CodeCode Available | 1 |
| Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning | May 17, 2022 | reinforcement-learningReinforcement Learning (RL) | CodeCode Available | 1 |
| FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization | May 16, 2022 | Abstractive Text SummarizationContrastive Learning | CodeCode Available | 1 |
| Extracting Latent Steering Vectors from Pretrained Language Models | May 10, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| EASE: Entity-Aware Contrastive Learning of Sentence Embedding | May 9, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
