| Wav2Seq: Pre-training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages | May 2, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Thai Nested Named Entity Recognition Corpus | May 1, 2022 | ArticlesLanguage Modeling | CodeCode Available | 1 |
| GNNer: Reducing Overlapping in Span-based NER Using Graph Neural Networks | May 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Polyglot Prompt: Multilingual Multitask PrompTraining | Apr 29, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| HiNER: A Large Hindi Named Entity Recognition Dataset | Apr 28, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity Recognition | Apr 27, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Boundary Smoothing for Named Entity Recognition | Apr 26, 2022 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting | Apr 25, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| KALA: Knowledge-Augmented Language Model Adaptation | Apr 22, 2022 | Domain AdaptationGeneral Knowledge | CodeCode Available | 1 |
| A Benchmark for Automatic Medical Consultation System: Frameworks, Tasks and Datasets | Apr 19, 2022 | Dialogue Act ClassificationDialogue Understanding | CodeCode Available | 1 |
| TASTEset -- Recipe Dataset and Food Entities Recognition Benchmark | Apr 16, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition | Apr 11, 2022 | Contrastive LearningLow Resource Named Entity Recognition | CodeCode Available | 1 |
| Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical Texts | Apr 10, 2022 | Cross-Lingual TransferDe-identification | CodeCode Available | 1 |
| MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective | Apr 9, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model | Apr 8, 2022 | Entity LinkingLanguage Modeling | CodeCode Available | 1 |
| RuBioRoBERTa: a pre-trained biomedical language model for Russian language biomedical text mining | Apr 8, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| CyNER: A Python Library for Cybersecurity Named Entity Recognition | Apr 8, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| BioRED: A Rich Biomedical Relation Extraction Dataset | Apr 8, 2022 | BenchmarkingBinary Relation Extraction | CodeCode Available | 1 |
| kNN-NER: Named Entity Recognition with Nearest Neighbor Search | Mar 31, 2022 | Few-Shot Learningnamed-entity-recognition | CodeCode Available | 1 |
| Computer Science Named Entity Recognition in the Open Research Knowledge Graph | Mar 28, 2022 | Articlesnamed-entity-recognition | CodeCode Available | 1 |
| Few-shot Named Entity Recognition with Self-describing Networks | Mar 23, 2022 | Few-shot NERNamed Entity Recognition | CodeCode Available | 1 |
| 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 |
| KinyaBERT: a Morphology-aware Kinyarwanda Language Model | Mar 16, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Label Semantics for Few Shot Named Entity Recognition | Mar 16, 2022 | Few-Shot LearningFew-shot NER | CodeCode Available | 1 |
