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Named Entity Recognition

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TitleStatusHype
Benchmarking Modern Named Entity Recognition Techniques for Free-text Health Record De-identification—0
Are Multilingual Models Effective in Code-Switching?—0
TMR: Evaluating NER Recall on Tough Mentions—0
TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing—0
NameRec*: Highly Accurate and Fine-grained Person Name Recognition—0
Characterizing Misclassifications of Deep NLP Models—0
Private Cross-Silo Federated Learning for Extracting Vaccine Adverse Event Mentions—0
Automated Generation of Interorganizational Disaster Response Networks through Information Extraction—0
PharmKE: Knowledge Extraction Platform for Pharmaceutical Texts using Transfer Learning—0
Efficient Online ML API Selection for Multi-Label Classification Tasks—0
Analysis Of Contextual and Non-Contextual Word Embedding Models For Hindi NER With Web Application For Data CollectionCode0
Jointly Learning Clinical Entities and Relations with Contextual Language Models and Explicit Context—0
Highly Fast Text Segmentation With Pairwise Markov Chains—0
Introducing the Hidden Neural Markov Chain framework—0
Memorization vs. Generalization: Quantifying Data Leakage in NLP Performance EvaluationCode0
Cross-Lingual Named Entity Recognition Using Parallel Corpus: A New Approach Using XLM-RoBERTa Alignment—0
Named Entity Recognition in the Style of Object Detection—0
Meta-Learning for Effective Multi-task and Multilingual ModellingCode0
Recent Trends in Named Entity Recognition (NER)—0
Validating Label Consistency in NER Data Annotation—0
HIVE-4-MAT: Advancing the Ontology Infrastructure for Materials Science—0
Single versus Multiple Annotation for Named Entity Recognition of MutationsCode0
HinFlair: pre-trained contextual string embeddings for pos tagging and text classification in the Hindi language—0
Linguistically-Enriched and Context-Aware Zero-shot Slot Filling—0
AI- and HPC-enabled Lead Generation for SARS-CoV-2: Models and Processes to Extract Druglike Molecules Contained in Natural Language TextCode0
A More Efficient Chinese Named Entity Recognition base on BERT and Syntactic Analysis—0
Lex-BERT: Enhancing BERT based NER with lexicons—0
An Automated Domain Understanding Technique for Knowledge Graph Generation—0
PABI: A Unified PAC-Bayesian Informativeness Measure for Incidental Supervision Signals—0
Collective Robustness Certificates—0
Adaptive Self-training for Neural Sequence Labeling with Few Labels—0
De-identifying Australian Hospital Discharge Summaries: An End-to-End Framework using Ensemble of Deep Learning Models—0
How Do Your Biomedical Named Entity Recognition Models Generalize to Novel Entities?Code0
Counterfactual Thinking for Long-tailed Information Extraction—0
XLA: A Robust Unsupervised Data Augmentation Framework for Cross-Lingual NLP—0
TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis—0
Semi-Supervised Disentangled Framework for Transferable Named Entity RecognitionCode0
A hybrid deep-learning approach for complex biochemical named entity recognition—0
Named Entity Recognition in the Legal Domain using a Pointer Generator Network—0
Vartani Spellcheck -- Automatic Context-Sensitive Spelling Correction of OCR-generated Hindi Text Using BERT and Levenshtein Distance—0
An End-to-End Solution for Named Entity Recognition in eCommerce Search—0
Segmenting Natural Language Sentences via Lexical Unit Analysis—0
Improving Clinical Document Understanding on COVID-19 Research with Spark NLPCode0
Using multiple ASR hypotheses to boost i18n NLU performance—0
Delexicalized Paraphrase Generation—0
GottBERT: a pure German Language Model—0
A Semi-Supervised BERT Approach for Arabic Named Entity Recognition—0
Neural Language Modeling for Named Entity Recognition—0
Named-Entity Based Sentiment Analysis of Nepali News Media Texts—0
Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction—0
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