| A Named Entity Recognition Corpus for Vietnamese Biomedical Texts to Support Tuberculosis Treatment | Jun 1, 2022 | DiagnosticFew-Shot Learning | CodeCode Available | 0 |
| A Twitter Corpus for Named Entity Recognition in Turkish | Jun 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| MAPA Project: Ready-to-Go Open-Source Datasets and Deep Learning Technology to Remove Identifying Information from Text Documents | Jun 1, 2022 | De-identificationnamed-entity-recognition | —Unverified | 0 |
| Cross-Clinic De-Identification of Swedish Electronic Health Records: Nuances and Caveats | Jun 1, 2022 | De-identificationnamed-entity-recognition | —Unverified | 0 |
| GGPONC 2.0 - The German Clinical Guideline Corpus for Oncology: Curation Workflow, Annotation Policy, Baseline NER Taggers | Jun 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Comparing Annotated Datasets for Named Entity Recognition in English Literature | Jun 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Russian Jeopardy! Data Set for Question-Answering Systems | Jun 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| SpecNFS: A Challenge Dataset Towards Extracting Formal Models from Natural Language Specifications | Jun 1, 2022 | Dependency ParsingDomain Adaptation | CodeCode Available | 0 |
| Stratégies d’adaptation pour la reconnaissance d’entités médicales en français (Adaptation strategies for biomedical named entity recognition in French) | Jun 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Remplacement de mentions pour l’adaptation d’un corpus de reconnaissance d’entités nommées à un domaine cible (Mention replacement for adapting a named entity recognition dataset to a target domain) | Jun 1, 2022 | Articlesnamed-entity-recognition | —Unverified | 0 |
| FENEC : un corpus équilibré pour l’évaluation des entités nommées en français (FENEC : a balanced sample corpus for French named entity recognition ) | Jun 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| A Case Study on the Importance of Named Entities in a Machine Translation Pipeline for Customer Support Content | Jun 1, 2022 | Machine Translationnamed-entity-recognition | —Unverified | 0 |
| FinBERT-MRC: financial named entity recognition using BERT under the machine reading comprehension paradigm | May 31, 2022 | Machine Reading Comprehensionnamed-entity-recognition | CodeCode Available | 1 |
| hmBERT: Historical Multilingual Language Models for Named Entity Recognition | May 31, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SFE-AI at SemEval-2022 Task 11: Low-Resource Named Entity Recognition using Large Pre-trained Language Models | May 29, 2022 | Low Resource Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| L3Cube-MahaNLP: Marathi Natural Language Processing Datasets, Models, and Library | May 29, 2022 | Hate Speech DetectionLanguage Modeling | —Unverified | 0 |
| Sparse Conditional Hidden Markov Model for Weakly Supervised Named Entity Recognition | May 27, 2022 | Named Entity RecognitionNamed Entity Recognition (NER) | CodeCode Available | 0 |
| Grammar Detection for Sentiment Analysis through Improved Viterbi Algorithm | May 26, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition | May 24, 2022 | Few-shot NERLanguage Modeling | CodeCode Available | 0 |
| BabyBear: Cheap inference triage for expensive language models | May 24, 2022 | Document ClassificationNamed Entity Recognition | —Unverified | 0 |
| RuNNE-2022 Shared Task: Recognizing Nested Named Entities | May 23, 2022 | Dialogue Evaluationnamed-entity-recognition | CodeCode Available | 1 |
| A Natural Language Processing Pipeline for Detecting Informal Data References in Academic Literature | May 23, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Pre-training Data Quality and Quantity for a Low-Resource Language: New Corpus and BERT Models for Maltese | May 21, 2022 | Cross-Lingual TransferDependency Parsing | CodeCode Available | 1 |
| DeepStruct: Pretraining of Language Models for Structure Prediction | May 21, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| Wojood: Nested Arabic Named Entity Corpus and Recognition using BERT | May 19, 2022 | Multi-Task Learningnamed-entity-recognition | CodeCode Available | 1 |
| Topic Segmentation of Research Article Collections | May 18, 2022 | Articlesnamed-entity-recognition | —Unverified | 0 |
| A reproducible experimental survey on biomedical sentence similarity: a string-based method sets the state of the art | May 18, 2022 | Articlesnamed-entity-recognition | —Unverified | 0 |
| Feature Aggregation in Zero-Shot Cross-Lingual Transfer Using Multilingual BERT | May 17, 2022 | Cross-Lingual TransferLanguage Modeling | —Unverified | 0 |
| Hero-Gang Neural Model For Named Entity Recognition | May 15, 2022 | modelnamed-entity-recognition | CodeCode Available | 1 |
| ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language Generation | May 13, 2022 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| NFLAT: Non-Flat-Lattice Transformer for Chinese Named Entity Recognition | May 12, 2022 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Lifting the Curse of Multilinguality by Pre-training Modular Transformers | May 12, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| NER-MQMRC: Formulating Named Entity Recognition as Multi Question Machine Reading Comprehension | May 12, 2022 | AttributeMachine Reading Comprehension | —Unverified | 0 |
| Comparing Open Arabic Named Entity Recognition Tools | May 12, 2022 | Articlesnamed-entity-recognition | —Unverified | 0 |
| DISARM: Detecting the Victims Targeted by Harmful Memes | May 11, 2022 | Named Entity RecognitionNamed Entity Recognition (NER) | CodeCode Available | 0 |
| Ontology-Driven and Weakly Supervised Rare Disease Identification from Clinical Notes | May 11, 2022 | Entity Linkingnamed-entity-recognition | CodeCode Available | 1 |
| Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction | May 7, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Biographical: A Semi-Supervised Relation Extraction Dataset | May 2, 2022 | ArticlesKnowledge Graphs | —Unverified | 0 |
| Wav2Seq: Pre-training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages | May 2, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Uncertainty Estimation of Transformer Predictions for Misclassification Detection | May 1, 2022 | Active LearningAdversarial Attack | CodeCode Available | 0 |
| Towards Fine-grained Classification of Climate Change related Social Media Text | May 1, 2022 | ClassificationDecision Making | —Unverified | 0 |
| Phone-ing it in: Towards Flexible Multi-Modal Language Model Training by Phonetic Representations of Data | May 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| TeluguNER: Leveraging Multi-Domain Named Entity Recognition with Deep Transformers | May 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| GNNer: Reducing Overlapping in Span-based NER Using Graph Neural Networks | May 1, 2022 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition | May 1, 2022 | Cross-Lingual NERKnowledge Distillation | —Unverified | 0 |
| Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples | May 1, 2022 | Continual LearningContinual Named Entity Recognition | —Unverified | 0 |
| Extracting Person Names from User Generated Text: Named-Entity Recognition for Combating Human Trafficking | May 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Biomedical NER using Novel Schema and Distant Supervision | May 1, 2022 | Medical Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Extract-Select: A Span Selection Framework for Nested Named Entity Recognition with Generative Adversarial Training | May 1, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Few-Shot Class-Incremental Learning for Named Entity Recognition | May 1, 2022 | class-incremental learningClass Incremental Learning | —Unverified | 0 |