| 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 |
| Vector-Quantized Input-Contextualized Soft Prompts for Natural Language Understanding | May 23, 2022 | Natural Language UnderstandingNER | 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 |
| CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality | May 9, 2022 | Machine TranslationSentence | CodeCode Available | 1 |
| Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis | May 8, 2022 | counterfactualRelation | CodeCode Available | 1 |
| CORWA: A Citation-Oriented Related Work Annotation Dataset | May 7, 2022 | Sentence | CodeCode Available | 1 |
| Declaration-based Prompt Tuning for Visual Question Answering | May 5, 2022 | Image-text matchingLanguage Modeling | CodeCode Available | 1 |
| A Dataset for N-ary Relation Extraction of Drug Combinations | May 4, 2022 | Drug–drug Interaction ExtractionRelation | CodeCode Available | 1 |
| HiURE: Hierarchical Exemplar Contrastive Learning for Unsupervised Relation Extraction | May 4, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment | May 4, 2022 | SentenceText to SQL | CodeCode Available | 1 |
| Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness | May 4, 2022 | Document SummarizationMulti-Document Summarization | CodeCode Available | 1 |
| Few-Shot Document-Level Relation Extraction | May 4, 2022 | Document-level Relation ExtractionDomain Adaptation | CodeCode Available | 1 |
| Debiased Contrastive Learning of Unsupervised Sentence Representations | May 2, 2022 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
| Paragraph-based Transformer Pre-training for Multi-Sentence Inference | May 2, 2022 | Answer SelectionFact Verification | CodeCode Available | 1 |
| SCD: Self-Contrastive Decorrelation of Sentence Embeddings | May 1, 2022 | Self-Supervised LearningSentence | CodeCode Available | 1 |
| Gender Bias in Masked Language Models for Multiple Languages | May 1, 2022 | AttributeSentence | CodeCode Available | 1 |
| Learned Incremental Representations for Parsing | May 1, 2022 | Constituency ParsingSentence | CodeCode Available | 1 |
| Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction | May 1, 2022 | Aspect Sentiment Triplet ExtractionRelation | CodeCode Available | 1 |
