Improving Neural Named Entity Recognition with Gazetteers Mar 6, 2020 named-entity-recognition Named Entity Recognition
Code Code Available 1Neural Cross-Lingual Transfer and Limited Annotated Data for Named Entity Recognition in Danish Mar 5, 2020 Cross-Lingual Transfer named-entity-recognition
Code Code Available 0Med7: a transferable clinical natural language processing model for electronic health records Mar 3, 2020 Medical Named Entity Recognition named-entity-recognition
Code Code Available 1Transformer++ Mar 2, 2020 Machine Translation NER
— Unverified 0AraBERT: Transformer-based Model for Arabic Language Understanding Feb 28, 2020 model named-entity-recognition
Code Code Available 1Detecting Potential Topics In News Using BERT, CRF and Wikipedia Feb 26, 2020 named-entity-recognition Named Entity Recognition
Code Code Available 1KBSET -- Knowledge-Based Support for Scholarly Editing and Text Processing with Declarative LaTeX Markup and a Core Written in SWI-Prolog Feb 24, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0Deeper Task-Specificity Improves Joint Entity and Relation Extraction Feb 15, 2020 Joint Entity and Relation Extraction Multi-Task Learning
Code Code Available 1Zero-Resource Cross-Domain Named Entity Recognition Feb 14, 2020 Cross-Domain Named Entity Recognition Domain Adaptation
Code Code Available 1Performance Comparison of Crowdworkers and NLP Tools on Named-Entity Recognition and Sentiment Analysis of Political Tweets Feb 11, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0Application of Pre-training Models in Named Entity Recognition Feb 9, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0Self-attention-based BiGRU and capsule network for named entity recognition Jan 30, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages Jan 30, 2020 Cross-Lingual Transfer named-entity-recognition
Code Code Available 1A multimodal deep learning approach for named entity recognition from social media Jan 19, 2020 Information Retrieval Multimodal Deep Learning
— Unverified 0FGN: Fusion Glyph Network for Chinese Named Entity Recognition Jan 15, 2020 Chinese Named Entity Recognition named-entity-recognition
Code Code Available 1A BERT based Sentiment Analysis and Key Entity Detection Approach for Online Financial Texts Jan 14, 2020 Ensemble Learning Machine Reading Comprehension
— Unverified 0CLUENER2020: Fine-grained Named Entity Recognition Dataset and Benchmark for Chinese Jan 13, 2020 Chinese Named Entity Recognition named-entity-recognition
Code Code Available 2Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study Jan 12, 2020 named-entity-recognition Named Entity Recognition
Code Code Available 1LTP: A New Active Learning Strategy for CRF-Based Named Entity Recognition Jan 8, 2020 Active Learning named-entity-recognition
Code Code Available 1Computationally Efficient NER Taggers with Combined Embeddings and Constrained Decoding Jan 5, 2020 named-entity-recognition Named Entity Recognition
Code Code Available 1End-to-end Named Entity Recognition and Relation Extraction using Pre-trained Language Models Dec 20, 2019 Language Modeling Language Modelling
Code Code Available 0Annotating and normalizing biomedical NEs with limited knowledge Dec 19, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0MedCAT -- Medical Concept Annotation Tool Dec 18, 2019 Active Learning Entity Extraction using GAN
— Unverified 0Chinese Named Entity Recognition Augmented with Lexicon Memory Dec 17, 2019 Chinese Named Entity Recognition named-entity-recognition
Code Code Available 0A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings Dec 15, 2019 Multilingual Word Embeddings named-entity-recognition
— Unverified 0Robust Named Entity Recognition with Truecasing Pretraining Dec 15, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0Extracting clinical concepts from user queries Dec 12, 2019 Clinical Concept Extraction named-entity-recognition
— Unverified 0HAMNER: Headword Amplified Multi-span Distantly Supervised Method for Domain Specific Named Entity Recognition Dec 3, 2019 Boundary Detection named-entity-recognition
— Unverified 0Kunji : A Resource Management System for Higher Productivity in Computer Aided Translation Tools Dec 1, 2019 Machine Translation Management
— Unverified 0A Primal Dual Formulation For Deep Learning With Constraints Dec 1, 2019 Deep Learning Entity Typing
Code Code Available 0Zero-Resource Cross-Lingual Named Entity Recognition Nov 22, 2019 Cross-Lingual NER Cross-Lingual Transfer
Code Code Available 0High Quality ELMo Embeddings for Seven Less-Resourced Languages Nov 22, 2019 NER text-classification
— Unverified 0Global Health Monitor: A Web-based System for Detecting and Mapping Infectious Diseases Nov 21, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0On the Vietnamese Name Entity Recognition: A Deep Learning Method Approach Nov 18, 2019 Articles Deep Learning
— Unverified 0Error Analysis for Vietnamese Named Entity Recognition on Deep Neural Network Models Nov 17, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0Using Error Decay Prediction to Overcome Practical Issues of Deep Active Learning for Named Entity Recognition Nov 17, 2019 Active Learning named-entity-recognition
— Unverified 0Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources Nov 14, 2019 Cross-Lingual NER Cross-Lingual Transfer
Code Code Available 0Knowledge Guided Named Entity Recognition for BioMedical Text Nov 10, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0Porous Lattice-based Transformer Encoder for Chinese NER Nov 7, 2019 Chinese Named Entity Recognition GPU
Code Code Available 0Hierarchical Contextualized Representation for Named Entity Recognition Nov 6, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0Integrating Dictionary Feature into A Deep Learning Model for Disease Named Entity Recognition Nov 5, 2019 Machine Translation named-entity-recognition
— Unverified 0A Deep Learning approach for Hindi Named Entity Recognition Nov 5, 2019 Deep Learning named-entity-recognition
— Unverified 0Named Entity Recognition - Is There a Glass Ceiling? Nov 1, 2019 BIG-bench Machine Learning named-entity-recognition
— Unverified 0BIOfid Dataset: Publishing a German Gold Standard for Named Entity Recognition in Historical Biodiversity Literature Nov 1, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0A Lexicon-Based Graph Neural Network for Chinese NER Nov 1, 2019 Chinese Named Entity Recognition Graph Neural Network
— Unverified 0Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network Nov 1, 2019 Chinese Named Entity Recognition named-entity-recognition
Code Code Available 0Similarity Based Auxiliary Classifier for Named Entity Recognition Nov 1, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition Nov 1, 2019 Language Modeling Language Modelling
Code Code Available 0A Boundary-aware Neural Model for Nested Named Entity Recognition Nov 1, 2019 named-entity-recognition Named Entity Recognition
Code Code Available 0Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition Nov 1, 2019 named-entity-recognition Named Entity Recognition
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