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Named Entity Recognition

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TitleStatusHype
CamemBERT: a Tasty French Language ModelCode0
SEPT: Improving Scientific Named Entity Recognition with Span Representation—0
Dice Loss for Data-imbalanced NLP TasksCode0
Porous Lattice-based Transformer Encoder for Chinese NERCode0
Hierarchical Contextualized Representation for Named Entity RecognitionCode0
A Deep Learning approach for Hindi Named Entity Recognition—0
Integrating Dictionary Feature into A Deep Learning Model for Disease Named Entity Recognition—0
DeepGeneMD: A Joint Deep Learning Model for Extracting Gene Mutation-Disease Knowledge from PubMed Literature—0
``A Buster Keaton of Linguistics'': First Automated Approaches for the Extraction of Vossian Antonomasia—0
UZH@CRAFT-ST: a Sequence-labeling Approach to Concept Recognition—0
RACAI's System at PharmaCoNER 2019—0
An Overview of the Active Gene Annotation Corpus and the BioNLP OST 2019 AGAC Track TasksCode0
A Neural Pipeline Approach for the PharmaCoNER Shared Task using Contextual Exhaustive Models—0
Named Entity Recognition - Is There a Glass Ceiling?—0
Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph NetworkCode0
VSP at PharmaCoNER 2019: Recognition of Pharmacological Substances, Compounds and Proteins with Recurrent Neural Networks in Spanish Clinical Cases—0
Similarity Based Auxiliary Classifier for Named Entity RecognitionCode0
A Boundary-aware Neural Model for Nested Named Entity RecognitionCode0
Improving Pre-Trained Multilingual Model with Vocabulary Expansion—0
Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition—0
Transfer Learning in Biomedical Named Entity Recognition: An Evaluation of BERT in the PharmaCoNER task—0
Reevaluating Argument Component Extraction in Low Resource Settings—0
Contextualized Word Representations from Distant Supervision with and for NER—0
A Lexicon-Based Graph Neural Network for Chinese NER—0
Biomedical Named Entity Recognition with Multilingual BERTCode0
A Deep Learning-Based System for PharmaCoNER—0
Deep neural model with enhanced embeddings for pharmaceutical and chemical entities recognition in Spanish clinical text—0
BIOfid Dataset: Publishing a German Gold Standard for Named Entity Recognition in Historical Biodiversity Literature—0
PharmaCoNER: Pharmacological Substances, Compounds and proteins Named Entity Recognition track—0
Improved Differentiable Architecture Search for Language Modeling and Named Entity RecognitionCode0
Reinforcement-based denoising of distantly supervised NER with partial annotation—0
Multi-Task Learning for Chemical Named Entity Recognition with Chemical Compound Paraphrasing—0
Neural Dependency Parsing of Biomedical Text: TurkuNLP entry in the CRAFT Structural Annotation Task—0
SoulMate: Short-text author linking through Multi-aspect temporal-textual embedding—0
A Survey on Recent Advances in Named Entity Recognition from Deep Learning modelsCode0
Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity RecognitionCode0
Healthcare NER Models Using Language Model Pretraining—0
IPOD: An Industrial and Professional Occupations Dataset and its Applications to Occupational Data Mining and AnalysisCode0
A Semi-Automated Approach for Information Extraction, Classification and Analysis of Unstructured Data—0
Comprehend Medical: a Named Entity Recognition and Relationship Extraction Web Service—0
Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy LabelsCode0
Training Compact Models for Low Resource Entity Tagging using Pre-trained Language Models—0
Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019Code0
Multi-hop Question Answering via Reasoning ChainsCode0
Named Entity Recognition -- Is there a glass ceiling?Code0
Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word RepresentationsCode0
Gated Task Interaction Framework for Multi-task Sequence TaggingCode0
Recent Advances in End-to-End Spoken Language Understanding—0
Language-Agnostic Syllabification with Neural Sequence LabelingCode0
Named Entity Recognition System for Sindhi Language—0
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