| Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again | Mar 16, 2022 | In-Context LearningModel Selection | CodeCode Available | 1 |
| Nested Named Entity Recognition as Latent Lexicalized Constituency Parsing | Mar 9, 2022 | Constituency ParsingEntity Typing | CodeCode Available | 1 |
| Pretrained Domain-Specific Language Model for General Information Retrieval Tasks in the AEC Domain | Mar 9, 2022 | Information RetrievalLanguage Modeling | 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 |
| USTC-NELSLIP at SemEval-2022 Task 11: Gazetteer-Adapted Integration Network for Multilingual Complex Named Entity Recognition | Mar 7, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition | Mar 3, 2022 | Few-shot NERNamed Entity Recognition | CodeCode Available | 1 |
| Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning | Mar 3, 2022 | named-entity-recognitionNamed Entity Recognition | 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 |
| ParaNames: A Massively Multilingual Entity Name Corpus | Feb 28, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| DataMUX: Data Multiplexing for Neural Networks | Feb 18, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| AISHELL-NER: Named Entity Recognition from Chinese Speech | Feb 17, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Adaptive Fine-Tuning of Transformer-Based Language Models for Named Entity Recognition | Feb 5, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences | Jan 27, 2022 | Clinical KnowledgeDocument Classification | CodeCode Available | 1 |
| Annotating the Tweebank Corpus on Named Entity Recognition and Building NLP Models for Social Media Analysis | Jan 18, 2022 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 1 |
| RuMedBench: A Russian Medical Language Understanding Benchmark | Jan 17, 2022 | Medical Diagnosisnamed-entity-recognition | CodeCode Available | 1 |
| An end to end approach for brand recognition in product titles with BI-LSTM-CRF | Jan 16, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| KIND: an Italian Multi-Domain Dataset for Named Entity Recognition | Dec 30, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Unified Named Entity Recognition as Word-Word Relation Classification | Dec 19, 2021 | Chinese Named Entity RecognitionClassification | CodeCode Available | 1 |
| Learning Rich Representation of Keyphrases from Text | Dec 16, 2021 | Abstractive Text SummarizationKeyphrase Extraction | CodeCode Available | 1 |
| Simple Questions Generate Named Entity Recognition Datasets | Dec 16, 2021 | Few-shot NERNamed Entity Recognition | CodeCode Available | 1 |
| Named entity recognition architecture combining contextual and global features | Dec 15, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition | Dec 13, 2021 | Multi-modal Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing | Dec 6, 2021 | Chinese Word Segmentationnamed-entity-recognition | CodeCode Available | 1 |
| Causal Distillation for Language Models | Dec 5, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| KazNERD: Kazakh Named Entity Recognition Dataset | Nov 26, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
