| Parallel Instance Query Network for Named Entity Recognition | Mar 20, 2022 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Radiology Text Analysis System (RadText): Architecture and Evaluation | Mar 19, 2022 | De-identificationnamed-entity-recognition | CodeCode Available | 1 |
| Neural Machine Translation with Phrase-Level Universal Visual Representations | Mar 19, 2022 | Machine TranslationMultimodal Machine Translation | CodeCode Available | 1 |
| RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction | Mar 17, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Modeling Dual Read/Write Paths for Simultaneous Machine Translation | Mar 17, 2022 | de-enMachine Translation | CodeCode Available | 1 |
| RoMe: A Robust Metric for Evaluating Natural Language Generation | Mar 17, 2022 | Natural Language UnderstandingSemantic Similarity | CodeCode Available | 1 |
| SCD: Self-Contrastive Decorrelation for Sentence Embeddings | Mar 15, 2022 | Self-Supervised LearningSentence | CodeCode Available | 1 |
| Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering | Mar 15, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis | Mar 14, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning | Mar 14, 2022 | AttributeContrastive Learning | CodeCode Available | 1 |
| SciNLI: A Corpus for Natural Language Inference on Scientific Text | Mar 13, 2022 | Natural Language InferenceNatural Language Understanding | CodeCode Available | 1 |
| MarkBERT: Marking Word Boundaries Improves Chinese BERT | Mar 12, 2022 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings | Mar 11, 2022 | Contrastive LearningSemantic Textual Similarity | CodeCode Available | 1 |
| Understanding Iterative Revision from Human-Written Text | Mar 8, 2022 | Sentence | CodeCode Available | 1 |
| InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NER | Mar 8, 2022 | Entity TypingFew-Shot Learning | CodeCode Available | 1 |
| Hierarchical Sketch Induction for Paraphrase Generation | Mar 7, 2022 | DiversityParaphrase Generation | CodeCode Available | 1 |
| Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation | Mar 6, 2022 | Language ModellingMachine Translation | CodeCode Available | 1 |
| Divide and Conquer: Text Semantic Matching with Disentangled Keywords and Intents | Mar 6, 2022 | Community Question AnsweringInformation Retrieval | CodeCode Available | 1 |
| Just Rank: Rethinking Evaluation with Word and Sentence Similarities | Mar 5, 2022 | BenchmarkingSemantic Similarity | CodeCode Available | 1 |
| UDAAN: Machine Learning based Post-Editing tool for Document Translation | Mar 3, 2022 | BIG-bench Machine LearningDocument Translation | CodeCode Available | 1 |
| MTet: Multi-domain Translation for English-Vietnamese | Mar 2, 2022 | Machine TranslationSentence | CodeCode Available | 1 |
| Mukayese: Turkish NLP Strikes Back | Mar 2, 2022 | BenchmarkingLanguage Modeling | CodeCode Available | 1 |
| DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition | Mar 1, 2022 | Multilingual Named Entity RecognitionNamed Entity Recognition | CodeCode Available | 1 |
| Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation | Mar 1, 2022 | Constituency Grammar InductionLanguage Modeling | CodeCode Available | 1 |
| Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks | Feb 28, 2022 | Data AugmentationLanguage Modeling | CodeCode Available | 1 |
