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Named Entity Recognition

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TitleStatusHype
Old is Gold: Linguistic Driven Approach for Entity and Relation Linking of Short TextCode0
Biomedical Named Entity Recognition via Reference-Set Augmented Bootstrapping—0
Quantization Loss Re-Learning Method—0
Learning Task-specific Representation for Novel Words in Sequence LabelingCode0
A Joint Named-Entity Recognizer for Heterogeneous Tag-sets Using a Tag Hierarchy—0
A Multi-Task Learning Framework for Extracting Drugs and Their Interactions from Drug Labels—0
Neural Metric Learning for Fast End-to-End Relation Extraction—0
DATNet: Dual Adversarial Transfer for Low-resource Named Entity Recognition—0
Neural Chinese Named Entity Recognition via CNN-LSTM-CRF and Joint Training with Word SegmentationCode0
Terminologies augmented recurrent neural network model for clinical named entity recognition—0
Fine-Grained Named Entity Recognition using ELMo and WikidataCode0
Personalized sentence generation using generative adversarial networks with author-specific word usage—0
ERNIE: Enhanced Representation through Knowledge IntegrationCode3
An attention-based BiLSTM-CRF approach to document-level chemical named entity recognitionCode0
Knowledge-Augmented Language Model and its Application to Unsupervised Named-Entity RecognitionCode0
Effective Context and Fragment Feature Usage for Named Entity Recognition—0
A Multi-task Learning Approach for Named Entity Recognition using Local Detection—0
Advancing NLP with Cognitive Language Processing SignalsCode0
CAN-NER: Convolutional Attention Network for Chinese Named Entity RecognitionCode0
Aiding Intra-Text Representations with Visual Context for Multimodal Named Entity RecognitionCode0
A multi-constraint structured hinge loss for named-entity recognition—0
Using Similarity Measures to Select Pretraining Data for NERCode0
Cyberthreat Detection from Twitter using Deep Neural NetworksCode0
CUTIE: Learning to Understand Documents with Convolutional Universal Text Information ExtractorCode0
In Search of Meaning: Lessons, Resources and Next Steps for Computational Analysis of Financial Discourse—0
ner and pos when nothing is capitalized—0
A Silver Standard Corpus of Human Phenotype-Gene RelationsCode0
LINSPECTOR: Multilingual Probing Tasks for Word RepresentationsCode0
Audio De-identification: A New Entity Recognition Task—0
Overview of the Ugglan Entity Discovery and Linking System—0
Syllable-based Neural Named Entity Recognition for Myanmar Language—0
ETNLP: a visual-aided systematic approach to select pre-trained embeddings for a downstream taskCode0
Named Entity Recognition for Electronic Health Records: A Comparison of Rule-based and Machine Learning Approaches—0
F10-SGD: Fast Training of Elastic-net Linear Models for Text Classification and Named-entity Recognition—0
Multi-Task Learning with Contextualized Word Representations for Extented Named Entity Recognition—0
Entity Recognition at First Sight: Improving NER with Eye Movement InformationCode0
Polyglot Contextual Representations Improve Crosslingual TransferCode0
MedMentions: A Large Biomedical Corpus Annotated with UMLS ConceptsCode1
VCWE: Visual Character-Enhanced Word EmbeddingsCode0
Pretrained language model transfer on neural named entity recognition in Indonesian conversational texts—0
Transfer Learning for Sequence Labeling Using Source Model and Target Data—0
A Smoother Way to Train Structured Prediction ModelsCode0
Massively Multilingual Transfer for NERCode0
Tuning Multilingual Transformers for Named Entity Recognition on Slavic LanguagesCode0
Revised JNLPBA Corpus: A Revised Version of Biomedical NER Corpus for Relation Extraction Task—0
BioBERT: a pre-trained biomedical language representation model for biomedical text miningCode1
A Tweet Dataset Annotated for Named Entity Recognition and Stance DetectionCode0
Named Entity Recognition in Electronic Health Records Using Transfer Learning Bootstrapped Neural Networks—0
Inorganic Materials Synthesis Planning with Literature-Trained Neural NetworksCode0
A Survey on Deep Learning for Named Entity RecognitionCode0
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