| TEST_POSITIVE at W-NUT 2020 Shared Task-3: Cross-task modeling | Nov 1, 2020 | Extracting COVID-19 Events from TwitterLanguage Modeling | —Unverified | 0 |
| WNUT 2020 Shared Task-1: Conditional Random Field(CRF) based Named Entity Recognition(NER) for Wet Lab Protocols | Nov 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| May I Ask Who’s Calling? Named Entity Recognition on Call Center Transcripts for Privacy Law Compliance | Nov 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Joint Learning with Pre-trained Transformer on Named Entity Recognition and Relation Extraction Tasks for Clinical Analytics | Nov 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Assessment of DistilBERT performance on Named Entity Recognition task for the detection of Protected Health Information and medical concepts | Nov 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Analyzing the Effect of Multi-task Learning for Biomedical Named Entity Recognition | Nov 1, 2020 | Multi-Task Learningnamed-entity-recognition | —Unverified | 0 |
| Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons | Nov 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Enhance Robustness of Sequence Labelling with Masked Adversarial Training | Nov 1, 2020 | Chunkingnamed-entity-recognition | —Unverified | 0 |
| BioBERTpt - A Portuguese Neural Language Model for Clinical Named Entity Recognition | Nov 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events | Nov 1, 2020 | Classificationnamed-entity-recognition | —Unverified | 0 |
| If You Build Your Own NER Scorer, Non-replicable Results Will Come | Nov 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| BiTeM at WNUT 2020 Shared Task-1: Named Entity Recognition over Wet Lab Protocols using an Ensemble of Contextual Language Models | Nov 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| An Element-wise Visual-enhanced BiLSTM-CRF Model for Location Name Recognition | Nov 1, 2020 | Image Retrievalnamed-entity-recognition | —Unverified | 0 |
| HIT: Nested Named Entity Recognition via Head-Tail Pair and Token Interaction | Nov 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Training for Gibbs Sampling on Conditional Random Fields with Neural Scoring Factors | Nov 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Hierarchical Region Learning for Nested Named Entity Recognition | Nov 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Diachronic Embeddings for People in the News | Nov 1, 2020 | Articlesnamed-entity-recognition | —Unverified | 0 |
| The Impact of De-identification on Downstream Named Entity Recognition in Clinical Text | Nov 1, 2020 | De-identificationnamed-entity-recognition | —Unverified | 0 |
| SeNsER: Learning Cross-Building Sensor Metadata Tagger | Nov 1, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| The Chilean Waiting List Corpus: a new resource for clinical Named Entity Recognition in Spanish | Nov 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| May I Ask Who's Calling? Named Entity Recognition on Call Center Transcripts for Privacy Law Compliance | Oct 29, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| RuREBus: a Case Study of Joint Named Entity Recognition and Relation Extraction from e-Government Domain | Oct 29, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models | Oct 28, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Disease Normalization with Graph Embeddings | Oct 24, 2020 | Entity Linkingnamed-entity-recognition | CodeCode Available | 0 |
| Auxiliary Sequence Labeling Tasks for Disfluency Detection | Oct 24, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Natural Language Processing Chains Inside a Cross-lingual Event-Centric Knowledge Pipeline for European Union Under-resourced Languages | Oct 23, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| UNER: Universal Named-Entity RecognitionFramework | Oct 23, 2020 | Knowledge Graphsnamed-entity-recognition | —Unverified | 0 |
| Method of noun phrase detection in Ukrainian texts | Oct 22, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast-Choose Three | Oct 13, 2020 | Machine Translationnamed-entity-recognition | —Unverified | 0 |
| BioMegatron: Larger Biomedical Domain Language Model | Oct 12, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Constrained Decoding for Computationally Efficient Named Entity Recognition Taggers | Oct 9, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Artificial Intelligence (AI) in Action: Addressing the COVID-19 Pandemic with Natural Language Processing (NLP) | Oct 9, 2020 | Emotion RecognitionInformation Retrieval | —Unverified | 0 |
| Adaptive Self-training for Few-shot Neural Sequence Labeling | Oct 7, 2020 | Meta-Learningnamed-entity-recognition | —Unverified | 0 |
| Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models | Oct 5, 2020 | Domain Adaptationnamed-entity-recognition | CodeCode Available | 0 |
| Meta Sequence Learning for Generating Adequate Question-Answer Pairs | Oct 4, 2020 | Multiple-choicenamed-entity-recognition | —Unverified | 0 |
| Contextual Characters with Segmentation Representation for Named Entity Recognition in Chinese | Oct 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Named Entity Recognition with Context-Aware Dictionary Knowledge | Oct 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Constructing Uyghur Name Entity Recognition System using Neural Machine Translation Tag Projection | Oct 1, 2020 | Machine Translationnamed-entity-recognition | —Unverified | 0 |
| Chinese Named Entity Recognition via Adaptive Multi-pass Memory Network with Hierarchical Tagging Mechanism | Oct 1, 2020 | Chinese Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| 面向微博文本的融合字词信息的轻量级命名实体识别(Lightweight Named Entity Recognition for Weibo Based on Word and Character) | Oct 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| An Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training | Oct 1, 2020 | ClusteringLanguage Modeling | CodeCode Available | 0 |
| TEST_POSITIVE at W-NUT 2020 Shared Task-3: Joint Event Multi-task Learning for Slot Filling in Noisy Text | Sep 29, 2020 | Extracting COVID-19 Events from TwitterLanguage Modeling | —Unverified | 0 |
| BioALBERT: A Simple and Effective Pre-trained Language Model for Biomedical Named Entity Recognition | Sep 19, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Deep Learning Approaches for Extracting Adverse Events and Indications of Dietary Supplements from Clinical Text | Sep 16, 2020 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| Cascaded Models for Better Fine-Grained Named Entity Recognition | Sep 15, 2020 | Event Extractionnamed-entity-recognition | —Unverified | 0 |
| Augmented Natural Language for Generative Sequence Labeling | Sep 15, 2020 | intent-classificationIntent Classification | —Unverified | 0 |
| DeNERT-KG: Named Entity and Relation Extraction Model Using DQN, Knowledge Graph, and BERT | Sep 15, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Development of a Dataset and a Deep Learning Baseline Named Entity Recognizer for Three Low Resource Languages: Bhojpuri, Maithili and Magahi | Sep 14, 2020 | Machine Translationnamed-entity-recognition | —Unverified | 0 |
| ASTRAL: Adversarial Trained LSTM-CNN for Named Entity Recognition | Sep 2, 2020 | Articlesnamed-entity-recognition | CodeCode Available | 0 |
| VinAI at ChEMU 2020: An accurate system for named entity recognition in chemical reactions from patents | Sep 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |