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Named Entity Recognition

2,041 papers

Papers per year

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Papers

NLNDE: Enhancing Neural Sequence Taggers with Attention and Noisy Channel for Robust Pharmacological Entity Detection EMNLP 2019
A Deep Learning-Based System for PharmaCoNER EMNLP 2019
Deep neural model with enhanced embeddings for pharmaceutical and chemical entities recognition in Spanish clinical text EMNLP 2019
A Neural Pipeline Approach for the PharmaCoNER Shared Task using Contextual Exhaustive Models EMNLP 2019
Biomedical Named Entity Recognition with Multilingual BERT EMNLP 2019
An Overview of the Active Gene Annotation Corpus and the BioNLP OST 2019 AGAC Track Tasks EMNLP 2019
Trigger Word Detection and Thematic Role Identification via BERT and Multitask Learning EMNLP 2019
DeepGeneMD: A Joint Deep Learning Model for Extracting Gene Mutation-Disease Knowledge from PubMed Literature EMNLP 2019
RACAI’s System at PharmaCoNER 2019 EMNLP 2019
Transfer Learning in Biomedical Named Entity Recognition: An Evaluation of BERT in the PharmaCoNER task EMNLP 2019
A Multi-Task Learning Framework for Extracting Bacteria Biotope Information EMNLP 2019
Using Snomed to recognize and index chemical and drug mentions. EMNLP 2019
Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019 EMNLP 2019
An ensemble CNN method for biomedical entity normalization EMNLP 2019
BOUN-ISIK Participation: An Unsupervised Approach for the Named Entity Normalization and Relation Extraction of Bacteria Biotopes EMNLP 2019
UZH@CRAFT-ST: a Sequence-labeling Approach to Concept Recognition EMNLP 2019
Experiments with ad hoc ambiguous abbreviation expansion EMNLP 2019
Building a De-identification System for Real Swedish Clinical Text Using Pseudonymised Clinical Text EMNLP 2019
Recognizing UMLS Semantic Types with Deep Learning EMNLP 2019
Neural Token Representations and Negation and Speculation Scope Detection in Biomedical and General Domain Text EMNLP 2019
Findings of the NLP4IF-2019 Shared Task on Fine-Grained Propaganda Detection EMNLP 2019
Character-Based Models for Adversarial Phone Extraction: Preventing Human Sex Trafficking EMNLP 2019
Contextualized Word Representations from Distant Supervision with and for NER EMNLP 2019
Robustness to Capitalization Errors in Named Entity Recognition EMNLP 2019
Cross-lingual Joint Entity and Word Embedding to Improve Entity Linking and Parallel Sentence Mining EMNLP 2019