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Named Entity Recognition

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TitleStatusHype
Neural Generation of Diverse Questions using Answer Focus, Contextual and Linguistic Features—0
Neural Cross-Lingual Named Entity Recognition with Minimal ResourcesCode0
Adapting Word Embeddings to New Languages with Morphological and Phonological Subword RepresentationsCode0
Evaluating the Utility of Hand-crafted Features in Sequence LabellingCode0
Fast and Accurate Recognition of Chinese Clinical Named Entities with Residual Dilated Convolutions—0
Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition—0
Neural Named Entity Recognition from Subword Units—0
Computing Word Classes Using Spectral Clustering—0
Confidence penalty, annealing Gaussian noise and zoneout for biLSTM-CRF networks for named entity recognition—0
A Hassle-Free Machine Learning Method for Cohort Selection of Clinical Trials—0
Building a Kannada POS Tagger Using Machine Learning and Neural Network ModelsCode0
Learning to Progressively Recognize New Named Entities with Sequence to Sequence Models—0
Distantly Supervised NER with Partial Annotation Learning and Reinforcement LearningCode0
Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological TagsCode0
NLATool: an Application for Enhanced Deep Text UnderstandingCode0
An Empirical Study on Fine-Grained Named Entity Recognition—0
Contextual String Embeddings for Sequence LabelingCode0
Clustering Prominent People and Organizations in Topic-Specific Text Corpora—0
Improving Neural Sequence Labelling using Additional Linguistic Information—0
Resource-Size matters: Improving Neural Named Entity Recognition with Optimized Large CorporaCode0
Improving Named Entity Recognition by Jointly Learning to Disambiguate Morphological TagsCode0
Bench-Marking Information Extraction in Semi-Structured Historical Handwritten Records—0
Constructing a Word Similarity Graph from Vector based Word Representation for Named Entity Recognition—0
Natural Language Processing for Information ExtractionCode0
Chinese Lexical Analysis with Deep Bi-GRU-CRF NetworkCode0
Simple Features for Strong Performance on Named Entity Recognition in Code-Switched Twitter Data—0
Named-Entity Tagging and Domain adaptation for Better Customized Translation—0
Sub-word information in pre-trained biomedical word representations: evaluation and hyper-parameter optimizationCode0
Named Entity Recognition on Code-Switched Data Using Conditional Random Fields—0
Named Entity Recognition for Hindi-English Code-Mixed Social Media TextCode0
Tackling Code-Switched NER: Participation of CMU—0
GHHT at CALCS 2018: Named Entity Recognition for Dialectal Arabic Using Neural Networks—0
Multilingual Named Entity Recognition on Spanish-English Code-switched Tweets using Support Vector Machines—0
IIT (BHU) Submission for the ACL Shared Task on Named Entity Recognition on Code-switched Data—0
Code-Switched Named Entity Recognition with Embedding Attention—0
The University of Texas System Submission for the Code-Switching Workshop Shared Task 2018—0
A Study of the Importance of External Knowledge in the Named Entity Recognition Task—0
Judicious Selection of Training Data in Assisting Language for Multilingual Neural NERCode0
Learning How to Actively Learn: A Deep Imitation Learning ApproachCode0
Identification of Alias Links among Participants in Narratives—0
DeepPavlov: Open-Source Library for Dialogue Systems—0
Language Identification and Named Entity Recognition in Hinglish Code Mixed Tweets—0
Named Entity Recognition With Parallel Recurrent Neural NetworksCode0
Improving Topic Quality by Promoting Named Entities in Topic Modeling—0
A Named Entity Recognition Shootout for German—0
Character-Level Feature Extraction with Densely Connected Networks—0
The Natural Language Decathlon: Multitask Learning as Question AnsweringCode1
Named Entity Recognition with Extremely Limited DataCode0
Robust Lexical Features for Improved Neural Network Named-Entity RecognitionCode0
Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient MobilityCode0
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