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Named Entity Recognition

1215 directly classified papers

Papers per year

Papers

A Corpus for Outbreak Detection of Diseases Prevalent in Latin America EMNLP 2020
An Element-wise Visual-enhanced BiLSTM-CRF Model for Location Name Recognition EMNLP 2020
A Hybrid Deep Learning Approach for Spatial Trigger Extraction from Radiology Reports EMNLP 2020
CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models EMNLP 2020
May I Ask Who’s Calling? Named Entity Recognition on Call Center Transcripts for Privacy Law Compliance EMNLP 2020
IITKGP at W-NUT 2020 Shared Task-1: Domain specific BERT representation for Named Entity Recognition of lab protocol EMNLP 2020
PublishInCovid19 at WNUT 2020 Shared Task-1: Entity Recognition in Wet Lab Protocols using Structured Learning Ensemble and Contextualised Embeddings EMNLP 2020
mgsohrab at WNUT 2020 Shared Task-1: Neural Exhaustive Approach for Entity and Relation Recognition Over Wet Lab Protocols EMNLP 2020
Recognizing UMLS Semantic Types with Deep Learning EMNLP 2019
Detecting and Extracting of Adverse Drug Reaction Mentioning Tweets with Multi-Head Self Attention ACL 2019
Deep Learning for Identification of Adverse Effect Mentions In Twitter Data ACL 2019
Fine-Grained Evaluation for Entity Linking IJCNLP 2019
Homograph Disambiguation through Selective Diacritic Restoration ACL 2019
Using Machine Learning and Deep Learning Methods to Find Mentions of Adverse Drug Reactions in Social Media ACL 2019
Towards Text Processing Pipelines to Identify Adverse Drug Events-related Tweets: University of Michigan @ SMM4H 2019 Task 1 ACL 2019
Neural Network to Identify Personal Health Experience Mention in Tweets Using BioBERT Embeddings ACL 2019
Give It a Shot: Few-shot Learning to Normalize ADR Mentions in Social Media Posts ACL 2019
JRC TMA-CC: Slavic Named Entity Recognition and Linking. Participation in the BSNLP-2019 shared task ACL 2019
A Hierarchical Multi-Task Approach for Learning Embeddings from Semantic Tasks AAAI 2019
A Neural Multi-Task Learning Framework to Jointly Model Medical Named Entity Recognition and Normalization AAAI 2019
The Second Cross-Lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic Languages ACL 2019
Detection of Adverse Drug Reaction Mentions in Tweets Using ELMo ACL 2019
On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages CONLL 2019
MIDAS@SMM4H-2019: Identifying Adverse Drug Reactions and Personal Health Experience Mentions from Twitter ACL 2019
Detection of Adverse Drug Reaction in Tweets Using a Combination of Heterogeneous Word Embeddings ACL 2019