| LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention | Oct 2, 2020 | Common Sense ReasoningEntity Typing | CodeCode Available | 1 |
| Constructing Uyghur Name Entity Recognition System using Neural Machine Translation Tag Projection | Oct 1, 2020 | Machine Translationnamed-entity-recognition | —Unverified | 0 |
| Named Entity Recognition with Context-Aware Dictionary Knowledge | Oct 1, 2020 | 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 |
| 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 |
| Contextual Characters with Segmentation Representation for Named Entity Recognition in Chinese | 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 |
| Improving Vietnamese Named Entity Recognition from Speech Using Word Capitalization and Punctuation Recovery Models | Oct 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| 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 |
| DWIE: an entity-centric dataset for multi-task document-level information extraction | Sep 26, 2020 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| N-LTP: An Open-source Neural Language Technology Platform for Chinese | Sep 24, 2020 | Chinese Word SegmentationDependency Parsing | CodeCode Available | 3 |
| BioALBERT: A Simple and Effective Pre-trained Language Model for Biomedical Named Entity Recognition | Sep 19, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| fastHan: A BERT-based Multi-Task Toolkit for Chinese NLP | Sep 18, 2020 | Chinese Word SegmentationDependency Parsing | CodeCode Available | 1 |
| Deep Learning Approaches for Extracting Adverse Events and Indications of Dietary Supplements from Clinical Text | Sep 16, 2020 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| DeNERT-KG: Named Entity and Relation Extraction Model Using DQN, Knowledge Graph, and BERT | Sep 15, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Augmented Natural Language for Generative Sequence Labeling | Sep 15, 2020 | intent-classificationIntent Classification | —Unverified | 0 |
| Cascaded Models for Better Fine-Grained Named Entity Recognition | Sep 15, 2020 | Event Extractionnamed-entity-recognition | —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 |
| Biomedical named entity recognition using BERT in the machine reading comprehension framework | Sep 3, 2020 | Machine Reading Comprehensionnamed-entity-recognition | CodeCode Available | 1 |
| 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 |
| Gated Graph Sequence Neural Networks for Chinese Healthcare Named Entity Recognition | Sep 1, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Two Step Joint Model for Drug Drug Interaction Extraction | Aug 28, 2020 | DecoderDrug–drug Interaction Extraction | —Unverified | 0 |
| Cost-Quality Adaptive Active Learning for Chinese Clinical Named Entity Recognition | Aug 28, 2020 | Active LearningInformativeness | —Unverified | 0 |
| GREEK-BERT: The Greeks visiting Sesame Street | Aug 27, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Example-Based Named Entity Recognition | Aug 24, 2020 | Few-Shot Learningnamed-entity-recognition | CodeCode Available | 1 |
| Do Syntax Trees Help Pre-trained Transformers Extract Information? | Aug 20, 2020 | Graph Neural Networknamed-entity-recognition | CodeCode Available | 1 |
| HunFlair: An Easy-to-Use Tool for State-of-the-Art Biomedical Named Entity Recognition | Aug 17, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| TopicBERT: A Transformer transfer learning based memory-graph approach for multimodal streaming social media topic detection | Aug 16, 2020 | Community DetectionGraph Mining | —Unverified | 0 |
| Assessing Demographic Bias in Named Entity Recognition | Aug 8, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Navigating the landscape of COVID-19 research through literature analysis: A bird's eye view | Aug 7, 2020 | ArticlesClustering | —Unverified | 0 |
| Privacy Guarantees for De-identifying Text Transformations | Aug 7, 2020 | BIG-bench Machine LearningDe-identification | CodeCode Available | 0 |
| Object-aware Multimodal Named Entity Recognition in Social Media Posts with Adversarial Learning | Aug 3, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing | Jul 31, 2020 | Continual Pretraining | CodeCode Available | 0 |
| A Study of fastText Word Embedding Effects in Document Classification in Bangla Language | Jul 30, 2020 | ClassificationDocument Classification | CodeCode Available | 0 |
| Neural Modeling for Named Entities and Morphology (NEMO^2) | Jul 30, 2020 | Named Entity RecognitionNamed Entity Recognition (NER) | CodeCode Available | 1 |
| Biomedical and Clinical English Model Packages in the Stanza Python NLP Library | Jul 29, 2020 | GPUNamed Entity Recognition | CodeCode Available | 3 |
| Named entity recognition in chemical patents using ensemble of contextual language models | Jul 24, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Exploring Swedish & English fastText Embeddings for NER with the Transformer | Jul 23, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| newsSweeper at SemEval-2020 Task 11: Context-Aware Rich Feature Representations For Propaganda Classification | Jul 21, 2020 | ArticlesClassification | CodeCode Available | 1 |
| Morphological Skip-Gram: Using morphological knowledge to improve word representation | Jul 20, 2020 | Machine TranslationMorphological Analysis | —Unverified | 0 |
| Neural Named Entity Recognition for Kazakh | Jul 17, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| SLK-NER: Exploiting Second-order Lexicon Knowledge for Chinese NER | Jul 16, 2020 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| UniTrans: Unifying Model Transfer and Data Transfer for Cross-Lingual Named Entity Recognition with Unlabeled Data | Jul 15, 2020 | Cross-Lingual NERCross-Lingual Transfer | CodeCode Available | 0 |
| Deep learning models for representing out-of-vocabulary words | Jul 14, 2020 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| Neural Knowledge Extraction From Cloud Service Incidents | Jul 10, 2020 | Cloud ComputingEntity Extraction using GAN | —Unverified | 0 |
| Advances of Transformer-Based Models for News Headline Generation | Jul 9, 2020 | Headline Generationnamed-entity-recognition | CodeCode Available | 1 |
| An Emergency Medical Services Clinical Audit System driven by Named Entity Recognition from Deep Learning | Jul 7, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Playing with Words at the National Library of Sweden -- Making a Swedish BERT | Jul 3, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| NLNDE: Enhancing Neural Sequence Taggers with Attention and Noisy Channel for Robust Pharmacological Entity Detection | Jul 2, 2020 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |