Extending Multilingual BERT to Low-Resource Languages Apr 28, 2020 Cross-Lingual Transfer named-entity-recognition
— Unverified 0Single-/Multi-Source Cross-Lingual NER via Teacher-Student Learning on Unlabeled Data in Target Language Apr 26, 2020 Cross-Lingual NER Cross-Lingual Transfer
Code Code Available 0Hierarchical Multi Task Learning with Subword Contextual Embeddings for Languages with Rich Morphology Apr 25, 2020 Dependency Parsing Multi-Task Learning
— Unverified 0A Rigorous Study on Named Entity Recognition: Can Fine-tuning Pretrained Model Lead to the Promised Land? Apr 25, 2020 Diversity named-entity-recognition
— Unverified 0Towards Discourse Parsing-inspired Semantic Storytelling Apr 25, 2020 coreference-resolution Coreference Resolution
— Unverified 0On Adversarial Examples for Biomedical NLP Tasks Apr 23, 2020 Language Modeling Language Modelling
— Unverified 0Incorporating Uncertain Segmentation Information into Chinese NER for Social Media Text Apr 14, 2020 Chinese Named Entity Recognition Chinese Word Segmentation
— Unverified 0XtremeDistil: Multi-stage Distillation for Massive Multilingual Models Apr 12, 2020 Knowledge Distillation named-entity-recognition
— Unverified 0One Model to Recognize Them All: Marginal Distillation from NER Models with Different Tag Sets Apr 10, 2020 All named-entity-recognition
— Unverified 0Self-Attention Gazetteer Embeddings for Named-Entity Recognition Apr 8, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0Inexpensive Domain Adaptation of Pretrained Language Models: Case Studies on Biomedical NER and Covid-19 QA Apr 7, 2020 Domain Adaptation named-entity-recognition
Code Code Available 0Leveraging the Inherent Hierarchy of Vacancy Titles for Automated Job Ontology Expansion Apr 6, 2020 NER
— Unverified 0Give your Text Representation Models some Love: the Case for Basque Mar 31, 2020 General Classification NER
Code Code Available 0Deep Learning Approach for Intelligent Named Entity Recognition of Cyber Security Mar 31, 2020 Articles named-entity-recognition
— Unverified 0Comprehensive Named Entity Recognition on CORD-19 with Distant or Weak Supervision Mar 27, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0Word2Vec: Optimal Hyper-Parameters and Their Impact on NLP Downstream Tasks Mar 23, 2020 named-entity-recognition Named Entity Recognition
Code Code Available 0FedNER: Privacy-preserving Medical Named Entity Recognition with Federated Learning Mar 20, 2020 Federated Learning Medical Named Entity Recognition
— Unverified 0NSURL-2019 Task 7: Named Entity Recognition (NER) in Farsi Mar 19, 2020 named-entity-recognition Named Entity Recognition
— Unverified 0Adaptive Name Entity Recognition under Highly Unbalanced Data Mar 10, 2020 Chatbot named-entity-recognition
— Unverified 0Neural 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 0Transformer++ Mar 2, 2020 Machine Translation NER
— Unverified 0KBSET -- 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 0Performance 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 0A multimodal deep learning approach for named entity recognition from social media Jan 19, 2020 Information Retrieval Multimodal Deep Learning
— Unverified 0A BERT based Sentiment Analysis and Key Entity Detection Approach for Online Financial Texts Jan 14, 2020 Ensemble Learning Machine Reading Comprehension
— Unverified 0End-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 0Robust Named Entity Recognition with Truecasing Pretraining Dec 15, 2019 named-entity-recognition Named Entity Recognition
— Unverified 0A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings Dec 15, 2019 Multilingual Word Embeddings 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 0A Deep Learning approach for Hindi Named Entity Recognition Nov 5, 2019 Deep Learning named-entity-recognition
— Unverified 0Integrating Dictionary Feature into A Deep Learning Model for Disease Named Entity Recognition Nov 5, 2019 Machine Translation named-entity-recognition
— Unverified 0DeepGeneMD: A Joint Deep Learning Model for Extracting Gene Mutation-Disease Knowledge from PubMed Literature Nov 1, 2019 Drug Discovery Multi-Task Learning
— Unverified 0