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Named Entity Recognition

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TitleStatusHype
WNUT 2020 Shared Task-1: Conditional Random Field(CRF) based Named Entity Recognition(NER) for Wet Lab ProtocolsCode0
BiTeM at WNUT 2020 Shared Task-1: Named Entity Recognition over Wet Lab Protocols using an Ensemble of Contextual Language Models—0
May I Ask Who’s Calling? Named Entity Recognition on Call Center Transcripts for Privacy Law Compliance—0
Joint Learning with Pre-trained Transformer on Named Entity Recognition and Relation Extraction Tasks for Clinical Analytics—0
The Chilean Waiting List Corpus: a new resource for clinical Named Entity Recognition in Spanish—0
BioBERTpt - A Portuguese Neural Language Model for Clinical Named Entity Recognition—0
If You Build Your Own NER Scorer, Non-replicable Results Will Come—0
Assessment of DistilBERT performance on Named Entity Recognition task for the detection of Protected Health Information and medical concepts—0
OptSLA: an Optimization-Based Approach for Sequential Label AggregationCode0
A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events—0
mgsohrab at WNUT 2020 Shared Task-1: Neural Exhaustive Approach for Entity and Relation Recognition Over Wet Lab ProtocolsCode0
Identifying Incorrect Labels in the CoNLL-2003 CorpusCode1
Alleviating Digitization Errors in Named Entity Recognition for Historical DocumentsCode0
Hierarchical Region Learning for Nested Named Entity Recognition—0
Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons—0
Enhance Robustness of Sequence Labelling with Masked Adversarial Training—0
SeNsER: Learning Cross-Building Sensor Metadata TaggerCode0
Training for Gibbs Sampling on Conditional Random Fields with Neural Scoring FactorsCode0
Counterfactual Generator: A Weakly-Supervised Method for Named Entity RecognitionCode1
HIT: Nested Named Entity Recognition via Head-Tail Pair and Token Interaction—0
Analyzing the Effect of Multi-task Learning for Biomedical Named Entity Recognition—0
RuREBus: a Case Study of Joint Named Entity Recognition and Relation Extraction from e-Government Domain—0
Named Entity Recognition for Social Media Texts with Semantic AugmentationCode1
May I Ask Who's Calling? Named Entity Recognition on Call Center Transcripts for Privacy Law Compliance—0
Improving Named Entity Recognition with Attentive Ensemble of Syntactic InformationCode1
CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models—0
WNUT-2020 Task 1 Overview: Extracting Entities and Relations from Wet Lab ProtocolsCode1
Auxiliary Sequence Labeling Tasks for Disfluency Detection—0
Disease Normalization with Graph EmbeddingsCode0
Can images help recognize entities? A study of the role of images for Multimodal NERCode1
UNER: Universal Named-Entity RecognitionFramework—0
Natural Language Processing Chains Inside a Cross-lingual Event-Centric Knowledge Pipeline for European Union Under-resourced Languages—0
Method of noun phrase detection in Ukrainian texts—0
An Analysis of Simple Data Augmentation for Named Entity RecognitionCode1
German's Next Language ModelCode1
UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System MetathesaurusCode1
Coarse-to-Fine Pre-training for Named Entity RecognitionCode1
Named Entity Recognition and Relation Extraction using Enhanced Table Filling by Contextualized RepresentationsCode1
Ensemble Distillation for Structured Prediction: Calibrated, Accurate, Fast-Choose Three—0
BioMegatron: Larger Biomedical Domain Language Model—0
Artificial Intelligence (AI) in Action: Addressing the COVID-19 Pandemic with Natural Language Processing (NLP)—0
Constrained Decoding for Computationally Efficient Named Entity Recognition TaggersCode0
iobes: A Library for Span-Level ProcessingCode1
Two are Better than One: Joint Entity and Relation Extraction with Table-Sequence EncodersCode1
Adaptive Self-training for Few-shot Neural Sequence Labeling—0
Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor LearningCode1
SeqMix: Augmenting Active Sequence Labeling via Sequence MixupCode1
Effective Unsupervised Domain Adaptation with Adversarially Trained Language ModelsCode0
Local Additivity Based Data Augmentation for Semi-supervised NERCode1
Meta Sequence Learning for Generating Adequate Question-Answer Pairs—0
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